├── .gitignore ├── COPYING ├── PLOT_NONOPTIONAL ├── README ├── TODO ├── colors.tex ├── cpimg ├── img └── Cherry_Stella444.jpg ├── konect-handbook.pdf ├── konect-handbook.tex ├── konect-logo.pdf ├── konect.bib ├── kunegis.bib ├── main.stu ├── mkcategory.m ├── mkcolors ├── organization.odp ├── organization.pdf ├── organization.png ├── organization.white.odp ├── organization.white.pdf ├── plot ├── .gitignore ├── assortativity.a.elec.pdf ├── bidd.a.elec.pdf ├── cluscod.a.facebook-wosn-links.pdf ├── decomposition.b.sym.elec.pdf ├── decomposition.complex.diag.elec.pdf ├── decomposition.complex.diag.opsahl-ucsocial.pdf ├── degree.a.elec.pdf ├── distr.f.sym-n.elec.pdf ├── distr.sym-n.f.elec.pdf ├── hopdistr.a.elec.pdf ├── hopdistr_time.full.c.elec.pdf ├── layout.a.moreno_highschool.pdf ├── lorenz.a.elec.pdf ├── map.ax.lap.ucidata-zachary.pdf ├── map.ax.sym-n.ucidata-zachary.pdf ├── map.ax.sym.ucidata-zachary.pdf ├── map.lap.ax.ucidata-zachary.pdf ├── map.sym-n.ax.ucidata-zachary.pdf ├── map.sym.ax.ucidata-zachary.pdf ├── outin.b.elec.pdf ├── scatter.c.size.avgdegree.28.pdf ├── scatter.c.size.avgdegree.everything.pdf ├── time_histogram.a.soc-sign-bitcoinotc.pdf ├── time_histogram.b.soc-sign-bitcoinotc.pdf ├── time_histogram.elec.pdf ├── weights.b.movielens-1m.pdf └── weights.c.edit-dewiki.pdf ├── ref.bib ├── tex └── category-tabular.tex └── texdep /.gitignore: -------------------------------------------------------------------------------- 1 | FILES 2 | FILES-ARXIV 3 | analysis 4 | *.aux 5 | *.bbl 6 | *.blg 7 | *.log 8 | *.out 9 | konect-toolbox 10 | konect-extr 11 | bibtex 12 | stu-utils 13 | arxiv.tar.gz 14 | -------------------------------------------------------------------------------- /COPYING: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. 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Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /PLOT_NONOPTIONAL: -------------------------------------------------------------------------------- 1 | # Set to '1' when images should not be optionally rebuilt. Otherwise, '0'. 2 | 0 3 | 4 | 5 | -------------------------------------------------------------------------------- /README: -------------------------------------------------------------------------------- 1 | ================================ 2 | The Handbook of Network Analysis 3 | ================================ 4 | 5 | This is the Handbook of Network Analysis, a part of the KONECT project, 6 | by Jérôme Kunegis: 7 | 8 | http://konect.cc/ 9 | 10 | This Handbook contains all definitions used by the KONECT projects, 11 | covering many aspects of network analysis and corresponding parts of 12 | graph theory, as well as definitions of plots, statistics and internal 13 | data structures used in KONECT. It also serves as a brief introduction 14 | to network analysis, using KONECT. 15 | 16 | This directory compiles to a PDF file (konect-handbook.pdf) that 17 | contains the Handbook. This PDF file is also committed to version 18 | control, so you only have to rebuild it if you change the text. 19 | 20 | The Handbook is also available on arXiv, but usually not the newest 21 | version: 22 | 23 | http://arxiv.org/abs/1402.5500 24 | 25 | (The arXiv URL is stable, and new versions will appear there.) 26 | 27 | 28 | Compilation 29 | =========== 30 | 31 | To compile, you need Stu, available at: 32 | 33 | https://github.com/kunegis/stu/ 34 | 35 | Once Stu is installed, just execute 'stu' within this directory to build 36 | the handbook. See the file 'main.stu' for details. 37 | 38 | 39 | Donate 40 | ====== 41 | 42 | If you use and like KONECT, please consider donating at the following address: 43 | 44 | https://www.paypal.com/donate?hosted_button_id=Q9JY2FB3AFHR6 45 | 46 | 47 | License 48 | ======= 49 | 50 | For the Handbook proper (i.e., the file konect-handbook.tex) 51 | ------------------------------------------------------------ 52 | 53 | The Handbook proper is released under the Creative Commons CC-BY-SA 4.0 54 | License; see: 55 | 56 | https://creativecommons.org/licenses/by-sa/4.0/ 57 | 58 | 59 | For the code in this directory 60 | ------------------------------ 61 | 62 | This is free software: you can redistribute it and/or modify it under 63 | the terms of the GNU General Public License as published by the Free 64 | Software Foundation, either version 3 of the License, or (at your 65 | option) any later version. 66 | 67 | This software is distributed in the hope that it will be useful, but 68 | WITHOUT ANY WARRANTY; without even the implied warranty of 69 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU 70 | General Public License for more details. 71 | 72 | The GPLv3 is found in the file 'COPYING' in this directory. 73 | 74 | If you find errors or omissions, please write to Jérôme Kunegis 75 | . 76 | -------------------------------------------------------------------------------- /TODO: -------------------------------------------------------------------------------- 1 | * Non-negative decomposition, lda, lsa, etc. 2 | 3 | ==File name schema== 4 | 5 | ===Format=== 6 | 7 | ====Multiple relations==== 8 | 9 | * out.* file: out.$NETWORK[_$PKG]_$REL 10 | ** $NETWORK is the name of the network. 11 | ** $REL is the name of the relation 12 | ** $PKG equals $REL. If the file is part of the "all"-package, $PKG has the value "all". The String "_$PKG" is only present if the file is located within the "extr/" folder. 13 | 14 | * ent.* file: ent.$NETWORK[_$PKG]_$PKG.$ENTITY.$ATTRIBUTE 15 | ** $NETWORK is the name of the network. 16 | ** $PKG may be the name of the relation or "all" if the file is part of the "all"-package. The optional String "_$PKG" is only present if the file is located within the "extr/" folder. 17 | 18 | 19 | {| border="1" cellpadding="2" 20 | |- 21 | ! extr/, dat/ !! uni/ (1) !! uni/ (2) !! $NETWORK-all.tar !! $NETWORK-$REL.tar 22 | |- 23 | | out.$NETWORK_$PKG_$REL || out.$NETWORK_$REL || out.$NETWORK || out.$NETWORK_all || out.$NETWORK_$REL 24 | |- 25 | | ent.$NETWORK_$PKG_$PKG.$ENT.$ATTR || ent.$NETWORK_$REL.$ENT.$ATTR || ent.$NETWORK.$ENT.$ATTR || ent.$NETWORK_all.$ENT.$ATTR || ent.$NETWORK_$PKG.$ENT.$ATTR 26 | |- 27 | |} 28 | 29 | ====Single relation==== 30 | 31 | If a dataset contains only a single network the filename suffix is allowed to consist only of the network name instead of having the form "$NETWORK_$RELATION[_$RELATION]". 32 | However, entity filenames still need to contain the entity name and attribute name. In this case, the filenames have to be match the following format: 33 | 34 | * {out,meta}.* file: {out,meta}.$NETWORK 35 | * ent.* file: ent.$NETWORK.$ENTITY.$ATTRIBUTE 36 | 37 | 38 | {| border="1" cellpadding="2" 39 | |- 40 | ! extr/, dat/ !! uni/ (1) !! uni/ (2) !! $NETWORK.tar 41 | |- 42 | | out.$NETWORK || out.$NETWORK || out.$NETWORK || out.$NETWORK 43 | |- 44 | | ent.$NETWORK.$ENT.$ATTR || ent.$NETWORK.$ENT.$ATTR || ent.$NETWORK.$ENT.$ATTR || ent.$NETWORK.$ENT.$ATTR 45 | |- 46 | |} 47 | 48 | Note: For datasets containing only a single relation there is no need for an _all-package. 49 | 50 | ===Example (multiple relations)=== 51 | 52 | [[File:KONECTSampleRelation.png|200px|thumb|left|Example network.]] 53 | 54 | {| border="1" cellpadding="2" 55 | |- 56 | ! extr/, dat/ !! uni/ !! network-all.tar !! network-R1.tar !! network-R2.tar 57 | |- 58 | | out.network_R1_R1 || out.network_R1 || ||out.network_R1 || 59 | |- 60 | | out.network_R2_R2 ||out.network_R2 || || ||out.network_R2 61 | |- 62 | | out.network_all_R1 || ||out.network_R1 || || 63 | |- 64 | | out.network_all_R2 || ||out.network_R2 || || 65 | |- 66 | | ent.network_R1_R1.E1.A1 ||ent.network_R1.E1.A1 || ||ent.network_R1.E1.A1 || 67 | |- 68 | | ent.network_R1_R1.E2.A5 ||ent.network_R1.E2.A5 || ||ent.network_R1.E2.A5 || 69 | |- 70 | | ent.network_R2_R2.E2.A5 ||ent.network_R2.E2.A5 || || ||ent.network_R2.E2.A5 71 | |- 72 | | ent.network_R2_R2.E3.A2|| ent.network_R2.E3.A2 || || ||ent.network_R2.E3.A2 73 | |- 74 | | ent.network_R2_R2.E3.A3 || ent.network_R2.E3.A3 || || ||ent.network_R2.E3.A3 75 | |- 76 | | ent.network_R2_R2.E3.A4|| ent.network_R2.E3.A4 || || ||ent.network_R2.E3.A4 77 | |- 78 | | ent.network_all_all.E1.A1|| ||ent.network_all.E1.A1|| || 79 | |- 80 | | ent.network_all_all.E2.A5 || ||ent.network_all.E2.A5 || || 81 | |- 82 | | ent.network_all_all.E3.A2 || ||ent.network_all.E3.A2 || || 83 | |- 84 | | ent.network_all_all.E3.A3 || ||ent.network_all.E3.A3 || || 85 | |- 86 | | ent.network_all_all.E3.A4 || ||ent.network_all.E3.A4 || || 87 | |} 88 | 89 | == Other == 90 | * Glossary of Mathematical Symbols: link to their definition and show 91 | the internal name if there is one 92 | * include a table of content 93 | -------------------------------------------------------------------------------- /colors.tex: -------------------------------------------------------------------------------- 1 | %auto-ignore 2 | % Auto-generated by Stu on So Okt 20 11:30:12 CEST 2019 3 | \definecolor{colorAffiliation}{rgb}{1, 0.4, 0.4} 4 | \definecolor{colorAnimal}{rgb}{0.24, 0.84, 0.32} 5 | \definecolor{colorAuthorship}{rgb}{0.8, 0, 1} 6 | \definecolor{colorCitation}{rgb}{0.10, 0.16, 0.50} 7 | \definecolor{colorCoauthorship}{rgb}{0.81, 0.90, 0.12} 8 | \definecolor{colorCocitation}{rgb}{0.79, 0.58, 0.15} 9 | \definecolor{colorCommunication}{rgb}{0, 0, 1} 10 | \definecolor{colorComputer}{rgb}{0.56, 0.32, 0.69} 11 | \definecolor{colorFeature}{rgb}{0.55, 0.55, 1} 12 | \definecolor{colorHumanContact}{rgb}{0.86, 0.81, 0.59} 13 | \definecolor{colorHumanSocial}{rgb}{0.42, 0.42, 0.37} 14 | \definecolor{colorHyperlink}{rgb}{1, 0.62, 0} 15 | \definecolor{colorInfrastructure}{rgb}{1.0, 0.2, 0.2} 16 | \definecolor{colorInteraction}{rgb}{0.25, 0.75, 0.25} 17 | \definecolor{colorLexical}{rgb}{0, 1, 0} 18 | \definecolor{colorMetabolic}{rgb}{0.58, 0.70, 0.67} 19 | \definecolor{colorMisc}{rgb}{0.85, 0.95, 0.59} 20 | \definecolor{colorNeural}{rgb}{0.11, 0.56, 0.33} 21 | \definecolor{colorOnlineContact}{rgb}{0.27, 0.54, 0.95} 22 | \definecolor{colorRating}{rgb}{0.70, 0.70, 0} 23 | \definecolor{colorSocial}{rgb}{0.10, 0.10, 0.38} 24 | \definecolor{colorSoftware}{rgb}{0.10, 0.37, 0.10} 25 | \definecolor{colorText}{rgb}{0.43, 0.52, 0.82} 26 | \definecolor{colorTrophic}{rgb}{0.40, 0.42, 0.61} 27 | -------------------------------------------------------------------------------- /cpimg: -------------------------------------------------------------------------------- 1 | #! /bin/sh 2 | # 3 | # Copy an image from SRC to DST, transforming it along the way such that 4 | # it is suitable to be used in Latex. 5 | # 6 | # INVOCATION 7 | # 8 | # $0 SRC DST 9 | # 10 | # SEE ALSO 11 | # 12 | # This code is based on the file "mkimg" from Jérôme Kunegis' PhD 13 | # thesis. 14 | # 15 | # TO DO 16 | # 17 | # Support more formats -- see svn/kunegis/papers/phd/mkimg for code. 18 | # 19 | # ABOUT 20 | # 21 | # Written by Jérôme Kunegis. 22 | # 23 | 24 | set -e 25 | 26 | if [ -z "$1" -o -z "$2" ] ; then 27 | echo >&2 "*** Filenames missing" 28 | exit 1 29 | fi 30 | 31 | src="$1" 32 | dst="$2" 33 | 34 | # Threshold filesize for converting a file to bitmap 35 | FILESIZE_THRESHOLD=500000 36 | 37 | if [ -z "$TMPDIR" ] ; then 38 | TMPDIR=/tmp 39 | fi 40 | 41 | if [ ! -e "$src" ] ; then 42 | echo >&2 "$0: *** Source file '$src' must exist" 43 | exit 1 44 | fi 45 | 46 | if echo "$src" | grep -qE '\.eps$' ; then 47 | 48 | if echo "$dst" | grep -qE '\.pdf$' ; then 49 | if [ "$(stat -c %s $src)" -lt "$FILESIZE_THRESHOLD" ] ; then 50 | epstopdf "$src" --outfile="$dst" 51 | else 52 | convert "$src" -resize 100% "$dst" 53 | fi 54 | else 55 | echo >&2 "*** Unknown destination file type for EPS source: '$dst'" 56 | exit 1 57 | fi 58 | 59 | elif echo "$src" | grep -qE '\.svg$' ; then 60 | 61 | if echo "$dst" | grep -qE '\.pdf$' ; then 62 | inkscape -z "$src" -A "$dst" 63 | if [ "$(stat -c %s $dst)" -ge "$FILESIZE_THRESHOLD" ] ; then 64 | cp "$dst" "$TMPDIR"/"$$".pdf 65 | convert "$TMPDIR"/"$$".pdf -resize 100% "$dst" 66 | fi 67 | else 68 | echo >&2 "*** Unknown destination file type for SVG source: '$dst'" 69 | exit 1 70 | fi 71 | 72 | elif echo "$src" | grep -qE '\.pdf$' ; then 73 | 74 | if echo "$dst" | grep -qE '\.eps$' ; then 75 | inkscape -z "$src" -E "$dst" 76 | else 77 | echo >&2 "*** Unknown destination file type for PDF source: '$dst'" 78 | exit 1 79 | fi 80 | 81 | else 82 | echo >&2 "*** Unknown source file type: '$src'" 83 | exit 1 84 | fi 85 | 86 | exit 0 87 | -------------------------------------------------------------------------------- /img/Cherry_Stella444.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kunegis/konect-handbook/2c3354428855ccb862c3adb7101a88107986b960/img/Cherry_Stella444.jpg -------------------------------------------------------------------------------- /konect-handbook.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kunegis/konect-handbook/2c3354428855ccb862c3adb7101a88107986b960/konect-handbook.pdf -------------------------------------------------------------------------------- /konect-logo.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kunegis/konect-handbook/2c3354428855ccb862c3adb7101a88107986b960/konect-logo.pdf -------------------------------------------------------------------------------- /konect.bib: -------------------------------------------------------------------------------- 1 | % 2 | % These are references for datasets used in KONECT. 3 | % 4 | % This file is in UTF-8. 5 | % 6 | % In principle, all references start with 'konect:', but some don't for 7 | % historical reasons. 8 | % 9 | 10 | % 11 | % The main references to KONECT itself 12 | % 13 | 14 | % The KONECT paper from the 2013 WWW workshop on Web 15 | % Observatories -- Use this when simply mentioning KONECT. 16 | @inproceedings{konect, 17 | title = {{KONECT} -- {The} {Koblenz} {Network} {Collection}}, 18 | author = {Jérôme Kunegis}, 19 | year = {2013}, 20 | booktitle = {Proc. Int. Conf. on World Wide Web Companion}, 21 | pages = {1343--1350}, 22 | url = {http://dl.acm.org/citation.cfm?id=2488173}, 23 | url_presentation = {https://www.slideshare.net/kunegis/presentationwow}, 24 | url_web = {http://konect.cc/}, 25 | url_citations = {https://scholar.google.com/scholar?cites=7174338004474749050}, 26 | } 27 | 28 | % The KONECT Handbook -- Use this when referring to a specific 29 | % definition for a statistic, plot, matrix decomposition or 30 | % similar. 31 | @article{konect:handbook, 32 | title = {Handbook of Network Analysis [{KONECT} project]}, 33 | author = {Jérôme Kunegis}, 34 | year = {2018}, 35 | journal = {CoRR}, 36 | volume = {abs/1402.5500}, 37 | number = {v4}, 38 | url = {https://github.com/kunegis/konect-handbook/blob/master/konect-handbook.pdf}, 39 | url_arxiv = {http://arxiv.org/abs/1402.5500}, 40 | } 41 | 42 | % This is for the website specifically; it is only rarely needed 43 | @misc{konect:website, 44 | title = {KONECT -- Koblenz Network Collection}, 45 | author = {Jérôme Kunegis}, 46 | month = {October}, 47 | year = {2017}, 48 | howpublished = {\url{http://konect.cc/}} 49 | } 50 | 51 | % 52 | % The references for networks in KONECT 53 | % 54 | 55 | @inproceedings{konect:takac2012, 56 | title = {Data Analysis in Public Social Networks}, 57 | author = {Takac, Lubos and Zabovsky, Michal}, 58 | booktitle = {Proc. Int. Scientific Conf. and Int. Workshop Present Day Trends of Innovations}, 59 | year={2012}, 60 | } 61 | 62 | @inproceedings{konect:lim2010, 63 | author = {Lim, Ee-Peng and Nguyen, Viet-An and Jindal, Nitin and Liu, Bing and Lauw, Hady Wirawan}, 64 | title = {Detecting Product Review Spammers Using Rating Behaviors}, 65 | booktitle = {Proc. Int. Conf. on Information and Knowl. Management}, 66 | year = {2010}, 67 | pages = {939--948}, 68 | } 69 | 70 | @incollection{konect:richardson2003, 71 | title = {Trust Management for the Semantic Web}, 72 | author = {Richardson, Matthew and Agrawal, Rakesh and Domingos, Pedro}, 73 | booktitle = {Proc. Int. Semant. Web Conf.}, 74 | pages = {351--368}, 75 | year = {2003}, 76 | } 77 | 78 | @inproceedings{konect:jindal2008, 79 | author = {Jindal, Nitin and Liu, Bing}, 80 | title = {Opinion Spam and Analysis}, 81 | booktitle = {Proc. Int. Conf. on Web Search and Web Data Min.}, 82 | year = {2008}, 83 | pages = {219--230}, 84 | } 85 | 86 | @inproceedings{konect:mukherjee2012, 87 | author = {Mukherjee, Arjun and Liu, Bing and Glance, Natalie}, 88 | title = {Spotting Fake Reviewer Groups in Consumer Reviews}, 89 | booktitle = {Proc. Int. Conf. on World Wide Web}, 90 | year = {2012}, 91 | pages = {191--200}, 92 | } 93 | 94 | @inproceedings{konect:brandes09, 95 | title = {Network Analysis of Collaboration Structure in {Wikipedia}}, 96 | author = {Ulrik Brandes and Patrick Kenis and Jürgen Lerner and Denise van Raaij}, 97 | booktitle = {Proc. Int. World Wide Web Conf.}, 98 | year = {2009}, 99 | pages = {731--740}, 100 | } 101 | 102 | @inproceedings{konect:kunegis2012, 103 | title = {Online Dating Recommender Systems: The Split-complex Number Approach}, 104 | author = {Kunegis, J{\'e}r\^{o}me and Gr\"{o}ner, Gerd and Gottron, Thomas}, 105 | booktitle = {Proc. RecSys Workshop on Recomm. Syst. and the Soc. Web}, 106 | year = {2012}, 107 | pages = {37--44}, 108 | } 109 | 110 | @inproceedings{konect:zhishi, 111 | title = {{Zhishi.me} -- Weaving {Chinese} Linking Open Data}, 112 | author = {Xing Niu and Xinruo Sun and Haofen Wang and Shu 113 | Rong and Guilin Qi and Yong Yu}, 114 | booktitle = {Proc. Int. Semant. Web Conf.}, 115 | year = {2011}, 116 | pages = {205--220}, 117 | } 118 | 119 | @article{konect:sociopatterns, 120 | title = {What's in a Crowd? Analysis of Face-to-Face Behavioral Networks}, 121 | author = {Lorenzo Isella and Juliette Stehlé and Alain Barrat and Ciro 122 | Cattuto and Jean-François Pinton and Wouter Van den 123 | Broeck}, 124 | journal = {J. of Theoretical Biology}, 125 | volume = {271}, 126 | number = {1}, 127 | pages = {166--180}, 128 | year = {2011}, 129 | } 130 | 131 | @article{konect:duncan98, 132 | title = {Collective Dynamics of `Small-world' Networks}, 133 | author = {Duncan J. Watts and Steven H. Strogatz}, 134 | journal = {Nature}, 135 | volume = {393}, 136 | number = {1}, 137 | pages = {440--442}, 138 | year = {1998}, 139 | } 140 | 141 | @article{konect:Rocha2010, 142 | title = {Information Dynamics Shape the Sexual Networks of {Internet}-mediated Prostitution}, 143 | author = {Rocha, Luis E. C. and Liljeros, Fredrik and Holme, Petter}, 144 | journal = {Proc. Natl. Acad. Sci. U.S.A.}, 145 | number = {13}, 146 | pages = {5706--5711}, 147 | volume = {107}, 148 | year = {2010}, 149 | } 150 | 151 | @article{konect:bibsonomy, 152 | title = {The Social Bookmark and Publication Management System 153 | {BibSonomy}}, 154 | author = {Dominik Benz and Andreas Hotho and Robert Jäschke and 155 | Beate Krause and Folke Mitzlaff and Christoph Schmitz 156 | and Gerd Stumme}, 157 | journal = {The VLDB J.}, 158 | year = {2010}, 159 | month = {dec}, 160 | volume = {19}, 161 | number = {6}, 162 | pages = {849--875}, 163 | } 164 | 165 | @article{konect:snap, 166 | title = {Community Structure in Large Networks: Natural Cluster Sizes 167 | and the Absence of Large Well-Defined Clusters}, 168 | author = {Jure Leskovec and 169 | Kevin Lang and 170 | Anirban Dasgupta and 171 | Michael W. Mahoney}, 172 | journal = {Internet Math.}, 173 | volume = {6}, 174 | number = {1}, 175 | year = {2009}, 176 | pages = {29--123}, 177 | } 178 | 179 | @article{konect:opsahl09, 180 | title = {Clustering in Weighted Networks}, 181 | author = {Opsahl, Tore and Panzarasa, Pietro}, 182 | journal = {Soc. Netw.}, 183 | volume = {31}, 184 | number = {2}, 185 | pages = {155--163}, 186 | year = {2009}, 187 | } 188 | 189 | @article{konect:opsahl10, 190 | title = {Triadic Closure in Two-mode Networks: Redefining the Global and Local Clustering Coefficients}, 191 | author = {Opsahl, Tore and Panzarasa, Pietro}, 192 | journal = {Soc. Netw.}, 193 | volume = {34}, 194 | year = {2011}, 195 | } 196 | 197 | @article{konect:newman01, 198 | title = {The Structure of Scientific Collaboration Networks}, 199 | author = {Newman, Mark E. J.}, 200 | journal = {Proc. Natl. Acad. Sci. U.S.A.} , 201 | volume = {98}, 202 | number = {2}, 203 | pages = {404--409}, 204 | year = {2001}, 205 | } 206 | 207 | @book{konect:southernwomen, 208 | title = {Deep South; a Social Anthropological Study of Caste and Class}, 209 | author = {Davis, Allison and Gardner, Burleigh B. and Gardner, Mary R.}, 210 | publisher = {The Univ. of Chicago Press}, 211 | year = {1941}, 212 | } 213 | 214 | @inproceedings{konect:wikisigned, 215 | title = {Building a Signed Network from Interactions in {Wikipedia}}, 216 | author = {Silviu Maniu and Bogdan Cautis and Talel Abdessalem}, 217 | booktitle = {Proc. Workshop on Databases and Soc. Netw.}, 218 | year = {2011}, 219 | pages = {19--24}, 220 | } 221 | 222 | @inproceedings{konect:facebook-sg, 223 | author= {Minas Gjoka and Maciej Kurant and Carter T. Butts and Athina Markopoulou}, 224 | title= {Walking in {Facebook}: A Case Study of Unbiased Sampling of {OSNs}}, 225 | booktitle = {Proc. Conf. on Comput. Communications}, 226 | year = {2010}, 227 | pages = {2498--2506}, 228 | } 229 | 230 | @inproceedings{konect:maniu2011, 231 | title = {Casting a Web of Trust over {Wikipedia}: An Interaction-based Approach}, 232 | author = {Maniu, Silviu and Abdessalem, Talel and Cautis, Bogdan}, 233 | booktitle = {Proc. Int. Conf. on World Wide Web Posters}, 234 | year = {2011}, 235 | pages = {87--88}, 236 | } 237 | 238 | @inproceedings{konect:icwsm10, 239 | title = {Measuring User Influence in {Twitter}: The Million Follower 240 | Fallacy}, 241 | author = {Meeyoung Cha and Hamed Haddadi and Fabricio Benevenuto and 242 | Krishna P. Gummadi}, 243 | booktitle = {Proc. Int. Conf. on Weblogs and Soc. Media}, 244 | year = {2010}, 245 | pages = {10--17}, 246 | } 247 | 248 | @inproceedings{konect:cho2011, 249 | title = {Friendship and Mobility: User Movement in Location-based Social Networks}, 250 | author = {Cho, Eunjoon and Myers, Seth A. and Leskovec, Jure}, 251 | booktitle = {Proc. Int. Conf. on Knowl. Discov. and Data Min.}, 252 | year = {2011}, 253 | pages = {1082--1090}, 254 | } 255 | 256 | @article{konect:ucidata-zachary, 257 | author = {Wayne Zachary}, 258 | year = {1977}, 259 | title = {An Information Flow Model for Conflict and Fission in Small Groups}, 260 | journal = {J. of Anthropol. Res.}, 261 | volume = {33}, 262 | pages = {452--473}, 263 | } 264 | 265 | @book{lastfm, 266 | title = {Music Recommendation and Discovery in the Long Tail}, 267 | author = {Celma, {\`O}scar}, 268 | publisher = {Springer}, 269 | year = {2010}, 270 | } 271 | 272 | @inproceedings{konect:slashdot-threads, 273 | title = {Statistical Analysis of the Social Network and Discussion Threads in {Slashdot}}, 274 | author = {Vicenç Gómez and Andreas Kaltenbrunner and Vicente López}, 275 | booktitle = {Proc. Int. World Wide Web Conf.}, 276 | year = {2008}, 277 | pages = {645--654}, 278 | } 279 | 280 | @article{konect:eat, 281 | author = {George R. Kiss and Christine Armstrong and Robert Milroy}, 282 | year = {1973}, 283 | title = {An Associative Thesaurus of {English} and Its Computer Analysis}, 284 | journal = {The Comput. and Literary Studies}, 285 | publisher = {Edinburgh: Univ. Press}, 286 | } 287 | 288 | @article{konect:adjnoun, 289 | title = {Finding Community Structure in Networks using the Eigenvectors of Matrices}, 290 | author = {Newman, Mark E. J.}, 291 | journal={Phys. Rev. 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Conf. Adv. in Soc. Netw. Anal. and Min.}, 1522 | pages = {540--547}, 1523 | year = {2014}, 1524 | } 1525 | 1526 | @inproceedings{konect:filmtrust, 1527 | title = {A Novel {Bayesian} Similarity Measure for Recommender Systems}, 1528 | author = {Guo, Guobing and Zhang, Jia and Yorke-Smith, Neil}, 1529 | booktitle = {Proc. Int. Joint Conf. on Artif. Intell.}, 1530 | year = {2013}, 1531 | pages = {2619--2625}, 1532 | } 1533 | 1534 | @article{konect:celegansneural1, 1535 | title = {The Structure of the Nervous System of the Nematode {Caenorhabditis} elegans}, 1536 | author = {John G. White and E. Southgate and J. N. Thomson and S. Brenner}, 1537 | journal = {Phil. Trans. R. Soc. Lond}, 1538 | volume = {314}, 1539 | pages = {1--340}, 1540 | year = {1986}, 1541 | } 1542 | 1543 | @article{konect:football, 1544 | title = {Community Structure in Social and Biological Networks}, 1545 | author = {Girvan, Michelle and Newman, Mark E. J.}, 1546 | journal = {Proc. Natl. Acad. Sci. U.S.A.}, 1547 | volume = {99}, 1548 | number = {12}, 1549 | pages = {7821--7826}, 1550 | year = {2002}, 1551 | } 1552 | 1553 | @article{konect:chesapeake, 1554 | title={The Seasonal Dynamics of the {Chesapeake} {Bay} Ecosystem}, 1555 | author = {Baird, Daniel and Ulanowicz, Robert E.}, 1556 | journal = {Ecol. Monogr.}, 1557 | volume = {59}, 1558 | number = {4}, 1559 | pages = {329--364}, 1560 | year = {1989}, 1561 | } 1562 | 1563 | @article{konect:BCSU3, 1564 | title = {{UbiCrawler}: A Scalable Fully Distributed Web Crawler}, 1565 | author = {Paolo Boldi and Bruno Codenotti and Massimo Santini and Sebastiano Vigna}, 1566 | journal = {Softw.: Pract. and Exp.}, 1567 | year = {2004}, 1568 | volume = {34}, 1569 | number = {8}, 1570 | pages = {711--726}, 1571 | } 1572 | 1573 | @inproceedings{konect:kumar2016wsn, 1574 | title = {Edge Weight Prediction in Weighted Signed Networks}, 1575 | author = {Kumar, Srijan and Spezzano, Francesca and Subrahmanian, V. S. and Faloutsos, Christos}, 1576 | booktitle = {Proc. Int. Conf. Data Min.}, 1577 | year = {2016}, 1578 | pages = {221--230}, 1579 | } 1580 | 1581 | @article{konect:hiv, 1582 | title = {Cluster of Cases of the Acquired Immune Deficiency Syndrome: Patients Linked by Sexual Contact}, 1583 | author = {Auerbach, David M. and Darrow, William W. and Jaffe, Harold W. and Curran, James W.}, 1584 | journal = {The Am. J. of Med.}, 1585 | volume = {76}, 1586 | number = {3}, 1587 | pages = {487--492}, 1588 | year = {1984}, 1589 | } 1590 | 1591 | @article{konect:iceland, 1592 | title = {Preliminary Studies of Sexual Networks in a Make Homosexual Community in {Iceland}}, 1593 | author = {Haraldsdottir, Sigridur and Gupta, Sunetra and Anderson, Roy M.}, 1594 | journal = {J. of Acquir. Immune Defic. Syndr.}, 1595 | volume = {5}, 1596 | number = {4}, 1597 | pages = {374--381}, 1598 | year = {1992}, 1599 | } 1600 | 1601 | @article{konect:gene_fusion, 1602 | title = {A Gene Fusion Network in Human Neoplasia}, 1603 | author = {Höglund, Mattias and Frigyesi, Attila and Mitelman, Felix}, 1604 | journal = {Oncogene}, 1605 | volume = {25}, 1606 | number = {18}, 1607 | pages = {2674}, 1608 | year = {2006}, 1609 | } 1610 | 1611 | @article{konect:league, 1612 | title = {Deformed {Laplacians} and Spectral Ranking in Directed Networks}, 1613 | author = {Michaël Fanuel and Johan A. K. Suykens}, 1614 | journal = {Applied and Computational Harmonic Analysis}, 1615 | year = {2017}, 1616 | note = {In press}, 1617 | } 1618 | 1619 | @article{konect:fiedler1973, 1620 | title = {Algebraic Connectivity of Graphs}, 1621 | author = {Miroslav Fiedler}, 1622 | journal = {Czechoslov. Math. J.}, 1623 | volume = {23}, 1624 | number = {98}, 1625 | pages = {298--305}, 1626 | year = {1973}, 1627 | notes = {statistic.alcon}, 1628 | } 1629 | 1630 | @inproceedings{konect:kunegis2012c, 1631 | title = {Fairness on the Web: Alternatives to the Power Law}, 1632 | author = {J\'{e}r\^{o}me Kunegis and Julia Preusse}, 1633 | booktitle = {Proc. Web Sci. Conf.}, 1634 | year = {2012}, 1635 | pages = {175--184}, 1636 | url = {http://dl.acm.org/citation.cfm?id=2380741}, 1637 | } 1638 | 1639 | @article{konect:kunegis2015, 1640 | title = {Exploiting the Structure of Bipartite Graphs for Algebraic and Spectral Graph Theory Applications}, 1641 | author = {J\'{e}r\^{o}me Kunegis}, 1642 | journal = {Internet Math.}, 1643 | year = {2015}, 1644 | volume = {11}, 1645 | number = {3}, 1646 | pages = {201--321}, 1647 | url = {http://www.tandfonline.com/doi/abs/10.1080/15427951.2014.958250}, 1648 | } 1649 | 1650 | @inproceedings{konect:kunegis2012b, 1651 | title = {Diversity Dynamics in Online Networks}, 1652 | author = {J\'{e}r\^{o}me Kunegis and Sergej Sizov and Felix Schwagereit and Damien Fay}, 1653 | booktitle = {Proc. Conf. on Hypertext and Soc. Media}, 1654 | year = {2012}, 1655 | pages = {255--264}, 1656 | url = {http://dl.acm.org/citation.cfm?id=2310039}, 1657 | } 1658 | 1659 | @article{konect:jeong-metabolic-2000, 1660 | title = {The Large-Scale Organization of Metabolic Networks}, 1661 | author = {Jeong, Hawoong and Tombor, Bálint and Albert, Réka and Oltvai, Zoltan N. and Barabási, Albert-László}, 1662 | journal = {Nature}, 1663 | year = {2000}, 1664 | volume = {407}, 1665 | pages = {651--654}, 1666 | } 1667 | 1668 | @article{konect:wit, 1669 | title = {{WIT}: Integrated System for High-Throughput Genome 1670 | Sequence Analysis and Metabolic Reconstruction}, 1671 | author = {Ross Overbeek and Niels Larsen and Gordon D. Pusch and 1672 | Mark D'Souza and Evgeni Selkov Jr. and Nikos Kyrpides and 1673 | Michael Fonstein and Natalia Maltsev and Evgeni 1674 | Selkov}, 1675 | journal = {Nucleic Acids Res.}, 1676 | year = {2000}, 1677 | volume = {28}, 1678 | number = {1}, 1679 | pages = {123--125}, 1680 | } 1681 | -------------------------------------------------------------------------------- /kunegis.bib: -------------------------------------------------------------------------------- 1 | % 2 | % Publications by Jérôme Kunegis. 3 | % 4 | % Ordering is from oldest to newest. 5 | % 6 | % We include the main URL via the 'url' field, and other URLs via 7 | % 'url_*' fields, as well as the 'text_prize' field. (Those are used in the 8 | % CV.) 9 | % 10 | % The 'kunegiscat' field is a custom field that represents the category of the 11 | % publication, and it can be: 12 | % 13 | % Category KUNEGISCAT GROUP 14 | % 15 | % * Thesis (kunegiscat=thesisown) (group=thesis) 16 | % * Journal article (kunegiscat=journal) (group=article) 17 | % * Chapter or similar (kunegiscat=chapter) (group=article) 18 | % * Conference paper with talk, own talk (kunegiscat=conftalkown) (group=conf) 19 | % * Conference paper with talk, other's talk (kunegiscat=conftalkother) (group=conf) 20 | % * Conference paper with poster, own presentation (kunegiscat=confposterown) (group=conf,poster) 21 | % * Conference paper with poster, other's presentation(kunegiscat=confposterother) (group=conf,poster) 22 | % * Conference paper with talk+poster, own (kunegiscat=conftalkposterown) (group=conf,poster) 23 | % * Conference paper with talk+poster, other's (kunegiscat=conftalkposterother) (group=conf,poster) 24 | % * Workshop paper with talk, own talk (kunegiscat=workshoptalkown) (group=workshop) 25 | % * Workshop paper with talk, other's talk (kunegiscat=workshoptalkother) (group=workshop) 26 | % * Workshop paper with talk+poster, own (kunegiscat=workshoptalkposterown) (group=workshop,poster) 27 | % * Workshop paper with talk+poster, other's (kunegiscat=workshoptalkposterother) (group=workshop,poster) 28 | % * Abstract with talk, own (kunegiscat=abstracttalkown) (group=abstract) 29 | % * Abstract with talk, other's (kunegiscat=abstracttalkother) (group=abstract) 30 | % * Abstract with poster, own (kunegiscat=abstractposterown) (group=abstract,poster) 31 | % * Abstract with poster, other's (kunegiscat=abstractposterother) (group=abstract,poster) 32 | % * Abstract with demo, own (kunegiscat=abstractdemoown) (group=abstract,demo) 33 | % * Abstract with demo, other's (kunegiscat=abstractdemoother) (group=abstract,demo) 34 | % * Reference works (kunegiscat=reference) (group=reference) 35 | % * Non-peer reviewed publication (kunegiscat=misc) (group=other) 36 | % * Preprint / in review (kunegiscat=preprint) (group=other) 37 | % * Popularization (kunegiscat=popularization) (group=popularization) 38 | % 39 | % Not yet automatized in CV, and not complete: 40 | % 41 | % * Invited talk (kunegiscat=talkinvited) 42 | % * Miscellenaeous talk (kunegiscat=talkmisc) 43 | % * Software (kunegiscat=software) 44 | % 45 | % We don't include newlines in fields (to make it easier to parse). 46 | % 47 | 48 | @mastersthesis{kunegis:master, 49 | title = {Using Integer Linear Programming for Search Results Optimization}, 50 | author = {Jérôme Kunegis}, 51 | school = {Tech. Univ. of Berlin}, 52 | year = {2006}, 53 | type = {diploma thesis}, 54 | kunegiscat = {thesisown}, 55 | } 56 | 57 | @inproceedings{hahne:gradualisiertes-communitymodell, 58 | title = {Ein gradualisiertes {Community-Modell} zur {Bildung} wissenschaftlicher {Gemeinschaften}}, 59 | author = {Michael Hahne and Corinna Jung and Jérôme Kunegis and Andreas Lommatzsch and André Paus}, 60 | booktitle = {Analyse sozialer {Netzwerke} und {Social} {Software} -- {Grundlagen} und {Anwendungsbeispiele}}, 61 | year = {2007}, 62 | kunegiscat = {chapter}, 63 | } 64 | 65 | @inproceedings{milosevic:update-policy, 66 | title = {Resource-Aware Update Policy for Highly Dynamic {P2P} Networks}, 67 | author = {Dragan Milošević and Jérôme Kunegis and Şahin Albayrak}, 68 | booktitle = {Proc. Int. Conf. on Web Intell. and Intell. Agent Tech. Workshops}, 69 | pages = {419--423}, 70 | year = {2007}, 71 | howpublished = {Int. Workshop on P2P Comput. and Auton. Agents}, 72 | kunegiscat = {workshoptalkother}, 73 | } 74 | 75 | @inproceedings{mehlitz:evaluation-measure, 76 | title = {A New Evaluation Measure for Information Retrieval Systems}, 77 | author = {Martin Mehlitz and Christian Bauckhage and Jérôme Kunegis and Şahin Albayrak}, 78 | booktitle = {Proc. Int. Conf. on Syst., Man and Cybern.}, 79 | pages = {1200--1204}, 80 | year = {2007}, 81 | kunegiscat = {conftalkother}, 82 | } 83 | 84 | @inproceedings{schmidt:bandwidth-optimization, 85 | title = {Scalable Bandwidth Optimization in Advance Reservation Networks}, 86 | author = {Stephan Schmidt and Jérôme Kunegis}, 87 | booktitle = {Proc. Int. Conf. on Netw.}, 88 | year = {2007}, 89 | pages = {95--100}, 90 | kunegiscat = {conftalkother}, 91 | } 92 | 93 | @inproceedings{mehlitz:ir-measure, 94 | title = {Using Novel {IR} Measures to Learn Optimal Cluster Structures for Web Information Retrieval}, 95 | author = {Martin Mehlitz and Jérôme Kunegis and Şahin Albayrak}, 96 | booktitle = {Proc. Int. Conf. on Web Intell.}, 97 | pages = {312--316}, 98 | year = {2007}, 99 | kunegiscat = {conftalkother}, 100 | } 101 | 102 | @inproceedings{lommatzsch:multi-agent, 103 | title = {A Multi-agent Framework for Personalized Information Filtering}, 104 | author = {Andreas Lommatzsch and Martin Mehlitz and Jérôme Kunegis}, 105 | booktitle = {Proc. German e-{Science}}, 106 | year = {2007}, 107 | kunegiscat = {conftalkother}, 108 | } 109 | 110 | @inproceedings{kunegis:negative-resistance, 111 | title = {Collaborative Filtering using Electrical Resistance Network Models with Negative Edges}, 112 | author = {Jérôme Kunegis and Stephan Schmidt}, 113 | booktitle = {Proc. Industrial Conf. on Data Min.}, 114 | year = {2007}, 115 | pages= {269--282}, 116 | text_prize = {Best Paper Nominee}, 117 | kunegiscat = {conftalkown}, 118 | } 119 | 120 | @inproceedings{kunegis:adapting-ratings, 121 | title = {Adapting Ratings in Memory-Based Collaborative Filtering using Linear Regression}, 122 | author = {Jérôme Kunegis and Şahin Albayrak}, 123 | booktitle = {Proc. Int. Conf. on Inf. Reuse and Integration}, 124 | pages = {49--54}, 125 | year = {2007}, 126 | kunegiscat = {conftalkown}, 127 | } 128 | 129 | @inproceedings{kunegis:assessing-unrated, 130 | title = {Assessing the Value of Unrated Items in Collaborative Filtering}, 131 | author = {Jérôme Kunegis and Andreas Lommatzsch and Martin Mehlitz and Şahin Albayrak}, 132 | booktitle = {Proc. Int. Conf. on Digital Inf. Manag.}, 133 | year = {2007}, 134 | pages = {212--216}, 135 | kunegiscat = {conftalkown}, 136 | } 137 | 138 | @inproceedings{kunegis:netflix-srd, 139 | title = {Modeling Collaborative Similarity with the Signed Resistance Distance Kernel}, 140 | author = {Jérôme Kunegis and Stephan Schmidt and Christian Bauckhage and Martin Mehlitz and Şahin Albayrak}, 141 | booktitle = {Proc. Eur. Conf. on Artif. Intell.}, 142 | year = {2008}, 143 | pages = {261--265}, 144 | kunegiscat = {conftalkown}, 145 | } 146 | 147 | @inproceedings{kunegis:kernel-scalability, 148 | title = {On the Scalability of Graph Kernels Applied to Collaborative Recommenders}, 149 | author = {Jérôme Kunegis and Andreas Lommatzsch and Christian Bauckhage and Şahin Albayrak}, 150 | booktitle = {Proc. Eur. Conf. on Artif. Intell. Workshops}, 151 | year = {2008}, 152 | pages = {35--38}, 153 | howpublished = {Workshop on Recomm. Syst.}, 154 | kunegiscat = {workshoptalkown}, 155 | } 156 | 157 | @inproceedings{kunegis:alternative-similarity, 158 | title = {Alternative Similarity Functions for Graph Kernels}, 159 | author = {Jérôme Kunegis and Andreas Lommatzsch and Christian Bauckhage}, 160 | booktitle = {Proc. Int. Conf. on Pattern Recognit.}, 161 | year = {2008}, 162 | kunegiscat = {conftalkposterown}, 163 | } 164 | 165 | @inproceedings{kunegis:slashdot-zoo, 166 | title = {The {Slashdot Zoo}: Mining a Social Network with Negative Edges}, 167 | author = {Jérôme Kunegis and Andreas Lommatzsch and Christian Bauckhage}, 168 | year = {2009}, 169 | booktitle = {Proc. Int. World Wide Web Conf.}, 170 | pages = {741--750}, 171 | kunegiscat = {conftalkown}, 172 | } 173 | 174 | @inproceedings{spiegel:hydra, 175 | title = {Hydra: A Hybrid Recommender System [Cross-Linked Rating and Content Information]}, 176 | author = {Stephan Spiegel and Jérôme Kunegis and Fang Li}, 177 | booktitle = {Proc. Int. Workshop on Complex Netw. Meet Inf. and Knowl. Manag.}, 178 | year = {2009}, 179 | pages = {75--80}, 180 | kunegiscat = {workshoptalkother}, 181 | } 182 | 183 | @inproceedings{kunegis:spectral-transformation, 184 | title = {Learning Spectral Graph Transformations for Link Prediction}, 185 | author = {Jérôme Kunegis and Andreas Lommatzsch}, 186 | year = {2009}, 187 | booktitle = {Proc. Int. Conf. on Mach. Learn.}, 188 | pages = {561--568}, 189 | kunegiscat = {conftalkposterown}, 190 | } 191 | 192 | @misc{kunegis:universal-recommender, 193 | title = {The {Universal} {Recommender}}, 194 | author = {Jérôme Kunegis and Alan Said and Winfried Umbrath}, 195 | year = {2009}, 196 | howpublished = {White paper}, 197 | kunegiscat = {misc}, 198 | } 199 | 200 | @misc{lommatzsch:semantic-engine, 201 | title = {{Semantic} {Engine}}, 202 | author = {Andreas Lommatzsch and Jérôme Kunegis and Torsten Schmidt and Stefan Marx}, 203 | year = {2010}, 204 | howpublished = {White paper}, 205 | kunegiscat = {misc}, 206 | } 207 | 208 | @inproceedings{said:exploiting-hierarchical-tags, 209 | title = {Exploiting Hierarchical Tags for Context-awareness}, 210 | author = {Alan Said and Jérôme Kunegis and De Luca, Ernesto W. and Şahin Albayrak}, 211 | booktitle = {Proc. Workshop on Exploiting Semantic Annotations for Inf. Retrieval}, 212 | year = {2010}, 213 | pages = {35--36}, 214 | kunegiscat = {abstractposterown}, 215 | } 216 | 217 | @inproceedings{deluca:multilingual, 218 | title = {Multilingual Ontology-based User Profile Enrichment}, 219 | author = {De Luca, Ernesto W. and Till Plumbaum and Jérôme Kunegis and Şahin Albayrak}, 220 | booktitle = {Proc. Int. Conf. on World Wide Web Companion}, 221 | year = {2010}, 222 | pages = {41--42}, 223 | howpublished = {Workshop on the Multiling. Semant. Web}, 224 | kunegiscat = {workshoptalkown}, 225 | } 226 | 227 | @inproceedings{karatas:interactive-tv, 228 | title = {Connecting Senior Citizens through Interactive {TV}}, 229 | author = {Barış Karataş and Torsten Schmidt and Jérôme Kunegis and Till Plumbaum}, 230 | year = {2010}, 231 | booktitle = {Proc. Ambient Assist. Living}, 232 | kunegiscat = {conftalkother}, 233 | } 234 | 235 | @inproceedings{kunegis:signed-kernels, 236 | title = {Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization}, 237 | author = {Jérôme Kunegis and Stephan Schmidt and Andreas Lommatzsch and Jürgen Lerner}, 238 | booktitle = {Proc. SIAM Int. Conf. on Data Min.}, 239 | year = {2010}, 240 | pages = {559--570}, 241 | text_prize = {Won Student Travel Fellowship Award}, 242 | kunegiscat = {conftalkposterown}, 243 | } 244 | 245 | @inproceedings{kunegis:hyperbolic-sine, 246 | title = {The Link Prediction Problem in Bipartite Networks}, 247 | author = {Jérôme Kunegis and De Luca, Ernesto W. and Şahin Albayrak}, 248 | year = {2010}, 249 | booktitle = {Proc. Int. Conf. in Inf. Process. and Manag. of Uncertain. in Knowl.-based Syst.}, 250 | pages = {380--389}, 251 | kunegiscat = {conftalkother}, 252 | } 253 | 254 | @inproceedings{kunegis:spectral-network-evolution, 255 | title = {Network Growth and the Spectral Evolution Model}, 256 | author = {Jérôme Kunegis and Damien Fay and Christian Bauckhage}, 257 | booktitle = {Proc. Int. Conf. on Inf. and Knowl. Manag.}, 258 | year = {2010}, 259 | pages = {739--748}, 260 | text_prize = {Won Student Travel Award}, 261 | kunegiscat = {conftalkown}, 262 | } 263 | 264 | @inproceedings{gottron:challenges, 265 | title = {Challenges in Mining Social Media: Sparsity and Quality}, 266 | author = {Thomas Gottron and Nasir Naveed and Jérôme Kunegis and Che Alhadi, Arifah}, 267 | booktitle = {Proc. Challenges in Document Min. (Dagstuhl Seminar 11171)}, 268 | year = {2011}, 269 | kunegiscat = {abstracttalkother}, 270 | } 271 | 272 | @inproceedings{nasir:retweets, 273 | title = {Bad News Travels Fast: A Content-based Analysis of Interestingness on {Twitter}}, 274 | author = {Nasir Naveed and Thomas Gottron and Jérôme Kunegis and Che Alhadi, Arifah}, 275 | booktitle = {Proc. Web Sci. Conf.}, 276 | year = {2011}, 277 | kunegiscat = {conftalkown}, 278 | } 279 | 280 | @phdthesis{kunegis:phd, 281 | title = {On the Spectral Evolution of Large Networks}, 282 | author = {Jérôme Kunegis}, 283 | school = {Univ. of Koblenz--Landau}, 284 | year = {2011}, 285 | kunegiscat = {thesisown}, 286 | } 287 | 288 | @inproceedings{spiegel:time-tensor, 289 | title = {Link Prediction on Evolving Data using Tensor Factorization}, 290 | author = {Stephan Spiegel and Jan Clausen and Şahin Albayrak and Jérôme Kunegis}, 291 | booktitle = {Proc. Int. Conf. on Data Min. Workshops}, 292 | year = {2011}, 293 | pages = {262--269}, 294 | howpublished = {Workshop on Behav. Informat.}, 295 | kunegiscat = {workshoptalkother}, 296 | } 297 | 298 | @article{fay:appcluster, 299 | title = {Discriminating Graphs through Spectral Projections}, 300 | author = {Damien Fay and Hamed Haddadi and Steve Uhlig and Liam Kilmartin and Andrew W. Moore and Jérôme Kunegis and Marios Iliofotou}, 301 | journal = {Comput. Netw.}, 302 | year = {2011}, 303 | volume = {55}, 304 | number = {15}, 305 | pages = {3458--3468}, 306 | kunegiscat = {journal}, 307 | } 308 | 309 | @inproceedings{gottron:rule, 310 | title = {One Community Does Not Rule Them All}, 311 | author = {Thomas Gottron and Jérôme Kunegis and Ansgar Scherp and Steffen Staab}, 312 | booktitle = {Proc. Web Sci. Conf.}, 313 | year = {2011}, 314 | kunegiscat = {abstractposterother}, 315 | } 316 | 317 | @techreport{fay:centrality, 318 | title = {On Joint Diagonalisation for Dynamic Network Analysis}, 319 | author = {Damien Fay and Jérôme Kunegis and Eiko Yoneki}, 320 | institution = {University of Cambridge}, 321 | year = {2011}, 322 | kunegiscat = {misc}, 323 | } 324 | 325 | @inproceedings{nasir:retweet-ranking, 326 | title = {Searching Microblogs: Coping with Sparsity and Document Quality}, 327 | author = {Nasir Naveed and Thomas Gottron and Jérôme Kunegis and Che Alhadi, Arifah}, 328 | booktitle = {Proc. Int. Conf. on Inf. and Knowl. Manag.}, 329 | year = {2011}, 330 | pages = {183--188}, 331 | kunegiscat = {conftalkother}, 332 | } 333 | 334 | @inproceedings{che-alhadi:trec-microblog, 335 | author = {Che Alhadi, Arifah and Thomas Gottron and Jérôme Kunegis and Naveed, Nasir}, 336 | title = {{LiveTweet}: Microblog Retrieval Based on Interestingess and an Adaptation of the Vector Space Model}, 337 | booktitle = {Proc. Text Retrieval Conf.}, 338 | year = {2011}, 339 | kunegiscat = {abstracttalkown}, 340 | } 341 | 342 | @inproceedings{yoneki:time-aware-centrality, 343 | title = {Time-Aware Centrality in Contact Network Analysis}, 344 | author = {Eiko Yoneki and Damien Fay and Jérôme Kunegis}, 345 | booktitle = {Proc. Eur. Conf. on Complex Syst.}, 346 | pages = {58}, 347 | year = {2011}, 348 | kunegiscat = {abstracttalkother}, 349 | } 350 | 351 | @misc{kunegis:matrix-taxonomy, 352 | title = {Taxonomy of $n\times n$ Matrices}, 353 | author = {Jérôme Kunegis}, 354 | year = {2012}, 355 | kunegiscat = {popularization}, 356 | } 357 | 358 | @inproceedings{che-alhadi:live-tweet, 359 | title = {{LiveTweet}: Monitoring and Predicting Interesting Microblog Posts}, 360 | author = {Che Alhadi, Arifah and Gottron, Thomas and Kunegis, Jérôme and Naveed, Nasir}, 361 | booktitle = {Proc. Eur. Conf. on Inf. Retrieval Demonstrations}, 362 | pages = {569--570}, 363 | year = {2012}, 364 | kunegiscat = {abstractdemoother}, 365 | } 366 | 367 | @inproceedings{kunegis:network-rank, 368 | title = {Diversity Dynamics in Online Networks}, 369 | author = {Jérôme Kunegis and Sergej Sizov and Felix Schwagereit and Damien Fay}, 370 | booktitle = {Proc. Conf. on Hypertext and Soc. Media}, 371 | year = {2012}, 372 | pages = {255--264}, 373 | text_prize = {Nelson Newcomer Award Nominee}, 374 | kunegiscat = {conftalkown}, 375 | } 376 | 377 | @inproceedings{kunegis:konect-netsci, 378 | title = {{KONECT} -- {The} {Koblenz} {Network} {Collection}}, 379 | author = {Jérôme Kunegis and Steffen Staab and Daniel Dünker}, 380 | booktitle = {Proc. Int. Sch. and Conf. on Netw. Sci.}, 381 | year = {2012}, 382 | kunegiscat = {abstractposterown}, 383 | } 384 | 385 | @inproceedings{kunegis:power-law, 386 | title = {Fairness on the Web: Alternatives to the Power Law}, 387 | author = {Jérôme Kunegis and Julia Preusse}, 388 | booktitle = {Proc. Web Sci. Conf.}, 389 | year = {2012}, 390 | pages = {175--184}, 391 | kunegiscat = {conftalkown}, 392 | } 393 | 394 | @inproceedings{kunegis:konect-cloud, 395 | title = {{KONECT Cloud} -- Large Scale Network Mining in the Cloud}, 396 | author = {Jérôme Kunegis}, 397 | year = {2012}, 398 | month = {April}, 399 | booktitle = {Proc. Spring 2012 Future SOC Lab Day}, 400 | series = {HPI Technical Report Series}, 401 | pages = {107--110}, 402 | _url_video_old = {http://www.tele-task.de/de/archive/video/flash/16348/}, 403 | kunegiscat = {workshoptalkposterown}, 404 | } 405 | 406 | @inproceedings{kunegis:split-complex-dating, 407 | title = {Online Dating Recommender Systems: The Split-complex Number Approach}, 408 | author = {Jérôme Kunegis and Gerd Gröner and Thomas Gottron}, 409 | year = {2012}, 410 | booktitle = {Proc. RecSys Workshop on Recomm. Syst. and the Soc. Web}, 411 | pages = {37--44}, 412 | kunegiscat = {workshoptalkown}, 413 | } 414 | 415 | @inproceedings{kunegis:directed-decomposition, 416 | title = {Predicting Directed Links using Nondiagonal Matrix Decompositions}, 417 | author = {Jérôme Kunegis and Jörg Fliege}, 418 | booktitle = {Proc. Int. Conf. on Data Min.}, 419 | year = {2012}, 420 | pages = {948--953}, 421 | kunegiscat = {conftalkown}, 422 | } 423 | 424 | @article{kunegis:spectral-evolution, 425 | title = {Spectral Evolution in Dynamic Networks}, 426 | author = {Kunegis, Jérôme and Fay, Damien and Bauckhage, Christian}, 427 | journal = {Knowl. and Inf. Syst.}, 428 | pages = {1--36}, 429 | year = {2013}, 430 | volume = {37}, 431 | number = {1}, 432 | kunegiscat = {journal}, 433 | } 434 | 435 | @inproceedings{preusse:unlink-prediction, 436 | title = {Structural Dynamics of Knowledge Networks}, 437 | author = {Julia Preusse and Jérôme Kunegis and Matthias Thimm and Thomas Gottron and Steffen Staab}, 438 | booktitle = {Proc. Int. Conf. on Weblogs and Soc. Media}, 439 | year = {2013}, 440 | pages = {506--515}, 441 | kunegiscat = {conftalkother}, 442 | } 443 | 444 | @inproceedings{fay:joint-diagonalization, 445 | title = {Centrality and Mode Detection in Dynamic Contact Graphs; a Joint Diagonalisation Approach}, 446 | author = {Damien Fay and Jérôme Kunegis and Eiko Yoneki}, 447 | year = {2013}, 448 | booktitle = {Proc. Int. Conf. on Advances in Soc. Netw. Anal. and Min.}, 449 | pages = {41--48}, 450 | kunegiscat = {conftalkother}, 451 | } 452 | 453 | @inproceedings{kunegis:latent-negative, 454 | title = {What Is the Added Value of Negative Links in Online Social Networks?}, 455 | author = {Jérôme Kunegis and Julia Preusse and Felix Schwagereit}, 456 | year = {2013}, 457 | booktitle = {Proc. Int. World Wide Web Conf.}, 458 | pages = {727--736}, 459 | kunegiscat = {conftalkown}, 460 | } 461 | 462 | @inproceedings{kunegis:preferential-attachment, 463 | title = {Preferential Attachment in Online Networks: Measurement and Explanations}, 464 | author = {Jérôme Kunegis and Marcel Blattner and Christine Moser}, 465 | year = {2013}, 466 | pages = {205--214}, 467 | booktitle = {Proc. Web Sci. Conf.}, 468 | kunegiscat = {confposterown}, 469 | } 470 | 471 | @article{kunegis:network-encyclopedia-1, 472 | title = {Social Network Datasets}, 473 | author = {Jérôme Kunegis}, 474 | journal = {Encyclopedia of Soc. Netw. Anal. and Min.}, 475 | year = {2013, 2017}, 476 | publisher = {Springer}, 477 | kunegiscat = {reference}, 478 | } 479 | 480 | @article{kunegis:network-encyclopedia-2, 481 | title = {Spectral Evolution of Social Networks}, 482 | author = {Jérôme Kunegis}, 483 | journal = {Encyclopedia of Soc. Netw. Anal. and Min.}, 484 | year = {2013, 2017}, 485 | publisher = {Springer}, 486 | kunegiscat = {reference}, 487 | } 488 | 489 | @inproceedings{kunegis:konect, 490 | title = {{KONECT} -- {The} {Koblenz} {Network} {Collection}}, 491 | author = {Jérôme Kunegis}, 492 | year = {2013}, 493 | booktitle = {Proc. Int. Conf. on World Wide Web Companion}, 494 | pages = {1343--1350}, 495 | howpublished = {Web Obs. Workshop}, 496 | kunegiscat = {workshoptalkown}, 497 | } 498 | 499 | @journal{kunegis:polcovar, 500 | title = {{Polcovar}: Software for Computing the Mean and Variance of Subgraph Counts in Random Graphs}, 501 | author = {Jérôme Kunegis}, 502 | year = {2014}, 503 | journal = {CoRR}, 504 | volume = {abs/1402.5835}, 505 | kunegiscat = {misc}, 506 | } 507 | 508 | @inproceedings{kling:mgtm, 509 | title = {Detecting Non-{Gaussian} Geographical Topics in Tagged Photo Collections}, 510 | author = {Christoph Carl Kling and Jérôme Kunegis and Sergej Sizov and Steffen Staab}, 511 | booktitle = {Proc. Int. Conf. on Web Search and Data Min.}, 512 | year = {2014}, 513 | pages = {603--612}, 514 | kunegiscat = {conftalkother}, 515 | } 516 | 517 | @article{perl:decline, 518 | title = {{DecLiNe} -- Models for Decay of Links in Networks}, 519 | author = {Julia Preusse and Jérôme Kunegis and Matthias Thimm and Sergej Sizov}, 520 | year = {2014}, 521 | journal = {CoRR}, 522 | volume = {abs/1403.4415}, 523 | kunegiscat = {misc}, 524 | } 525 | 526 | @article{kunegis:negativity, 527 | title = {Applications of Structural Balance in Signed Social Networks}, 528 | author = {Jérôme Kunegis}, 529 | year = {2014}, 530 | journal = {CoRR}, 531 | volume = {abs/1402.6865}, 532 | kunegiscat = {misc}, 533 | } 534 | 535 | @inproceedings{kunegis:power-of-many-datasets, 536 | title = {Large Network Collections: The Power of Many Datasets}, 537 | author = {Jérôme Kunegis}, 538 | booktitle = {Int.\ Workshop on Soc.\ Netw.\ Anal.}, 539 | year = {2015}, 540 | note = {Invited talk}, 541 | kunegiscat = {talkinvited}, 542 | } 543 | 544 | @article{kunegis:bipartivity, 545 | title = {Exploiting the Structure of Bipartite Graphs for Algebraic and Spectral Graph Theory Applications}, 546 | author = {Jérôme Kunegis}, 547 | journal = {Internet Math.}, 548 | year = {2015}, 549 | volume = {11}, 550 | number = {3}, 551 | pages = {201--321}, 552 | kunegiscat = {journal}, 553 | } 554 | 555 | @article{komepol:dud, 556 | title = {{Glaubwürdigkeit} und {Vertrauen} von {Online}-{News}}, 557 | author = {Ines C. Vogel and Jutta Milde and Karin Stengel and Steffen Staab and Kling, Christoph Carl and Jérôme Kunegis}, 558 | journal = {Datenschutz und Datensicherheit}, 559 | year = {2015}, 560 | volume = {40}, 561 | number = {5}, 562 | pages = {312--316}, 563 | kunegiscat = {journal}, 564 | } 565 | 566 | @inproceedings{kling:lqfb, 567 | title = {Voting Behaviour and Power in Online Democracy: A Study of {LiquidFeedback} in {Germany}'s {Pirate} {Party}}, 568 | author = {Christoph Carl Kling and Jérôme Kunegis and Heinrich Hartmann and Markus Strohmaier and Steffen Staab}, 569 | booktitle = {Proc. Int. Conf. on Weblogs and Soc. Media}, 570 | year = {2015}, 571 | pages = {208--217}, 572 | text_prize = {Won Best Paper Honorable Mention}, 573 | kunegiscat = {conftalkother}, 574 | } 575 | 576 | @inproceedings{samoilenko:wikilang, 577 | title = {Linguistic Influence Patterns within the Global Network of {Wikipedia} Language Editions}, 578 | author = {Anna Samoilenko and Fariba Karimi and Jérôme Kunegis and Daniel Edler and Markus Strohmaier}, 579 | booktitle = {Proc. Web Sci. Conf.}, 580 | year = {2015}, 581 | kunegiscat = {abstractposterother}, 582 | } 583 | 584 | @inproceedings{perl:twitter-unlink, 585 | title = {{Twitter} as a Political Network -- Predicting the Following and Unfollowing Behavior of {German} Politicians}, 586 | author = {Julia Perl and Claudia Wagner and Jérôme Kunegis and Steffen Staab}, 587 | booktitle = {Proc. Web Sci. Conf.}, 588 | year = {2015}, 589 | kunegiscat = {abstractposterother}, 590 | } 591 | 592 | @inproceedings{homscheid:lkml, 593 | title = {Private-Collective Invention and Open Source Software: Longitudinal Insights from {Linux} Kernel Development}, 594 | author = {Dirk Homscheid and Jérôme Kunegis and Mario Schaarschmidt}, 595 | booktitle = {Proc. IFIP Conf. on e-Business, e-Services and e-Society}, 596 | year = {2015}, 597 | pages = {299--313}, 598 | kunegiscat = {conftalkother}, 599 | } 600 | 601 | @article{kunegis:petster, 602 | title = {Social Networking by Proxy: A Case Study of {Catster}, {Dogster} and {Hamsterster}}, 603 | author = {Daniel Dünker and Jérôme Kunegis}, 604 | year = {2015}, 605 | journal = {CoRR}, 606 | volume = {abs/1501.04527}, 607 | kunegiscat = {misc}, 608 | } 609 | 610 | @inproceedings{duenker:petster, 611 | title = {Social Networking by Proxy: Analysis of {Dogster}, {Catster} and {Hamsterster}}, 612 | author = {Daniel Dünker and Jérôme Kunegis}, 613 | booktitle = {Proc. Int. Conf. on World Wide Web Companion}, 614 | year = {2015}, 615 | pages = {361--362}, 616 | kunegiscat = {abstractposterother}, 617 | } 618 | 619 | @misc{kunegis:english-vowels, 620 | title = {Pronunciation of English Vowels}, 621 | author = {Jérôme Kunegis}, 622 | year = {2015}, 623 | kunegiscat = {popularization}, 624 | } 625 | 626 | @inproceedings{kunegis:generator-netsci, 627 | title = {A Random Graph Model based on a Given Set of Networks}, 628 | author = {Jérôme Kunegis and Jun Sun and Eiko Yoneki}, 629 | booktitle = {Proc. Int. Sch. and Conf. on Netw. Sci.}, 630 | year = {2016}, 631 | kunegiscat = {abstractposterown}, 632 | } 633 | 634 | @article{samoilenko:language-hierarchy, 635 | title = {Linguistic Neighbourhoods: Explaining Cultural Borders on {Wikipedia} through Multilingual Co-editing Activity}, 636 | author = {Anna Samoilenko and Fariba Karimi and Daniel Edler and Jérôme Kunegis and Markus Strohmaier}, 637 | journal = {Eur. Phys. J. Data Sci.}, 638 | year = {2016}, 639 | volume = {5}, 640 | pages = {9}, 641 | kunegiscat = {journal}, 642 | } 643 | 644 | @inproceedings{schelter:trackers, 645 | title = {Tracking the Trackers: A Large-Scale Analysis of Embedded Web Trackers}, 646 | author = {Sebastian Schelter and Jérôme Kunegis}, 647 | booktitle = {Proc. Int. Conf. on Web and Soc. Media}, 648 | year = {2016}, 649 | pages = {679--682}, 650 | kunegiscat = {conftalkother}, 651 | } 652 | 653 | @article{toedtli:ctqw, 654 | title = {Continuous-Time Quantum Walks on Directed Bipartite Graphs}, 655 | author = {Beat Tödtli and Monika Laner and Jouri Semenov and Beatrice Paoli and Marcel Blattner and Jérôme Kunegis}, 656 | journal = {Phys. Rev. A}, 657 | year = {2016}, 658 | volume = {94}, 659 | number = {5}, 660 | pages = {052338}, 661 | kunegiscat = {journal}, 662 | } 663 | 664 | @inproceedings{sun:wiki-talk, 665 | title = {Predicting User Roles in Social Networks using Transfer Learning with Feature Transformation}, 666 | author = {Jun Sun and Jérôme Kunegis and Steffen Staab}, 667 | booktitle = {Proc. Int. Conf. on Data Min. Workshops}, 668 | pages = {128--135}, 669 | year = {2016}, 670 | howpublished = {Int. Workshop on Data Min. in Netw.}, 671 | kunegiscat = {workshoptalkother}, 672 | } 673 | 674 | @misc{kunegis:german-vowels, 675 | title = {How to Pronounce German Vowels}, 676 | author = {Jérôme Kunegis}, 677 | year = {2017}, 678 | kunegiscat = {popularization}, 679 | } 680 | 681 | @misc{kunegis:fluorine-compounds, 682 | title = {Binary Fluorine Compounds}, 683 | author = {Jérôme Kunegis}, 684 | year = {2017}, 685 | kunegiscat = {popularization}, 686 | } 687 | 688 | @article{kunegis:konect-handbook, 689 | title = {Handbook of Network Analysis [{KONECT} project]}, 690 | author = {Jérôme Kunegis}, 691 | year = {2017}, 692 | journal = {CoRR}, 693 | volume = {abs/1402.5500}, 694 | number = {v4}, 695 | kunegiscat = {misc}, 696 | } 697 | 698 | @inproceedings{kunegis:nopref-netsci, 699 | title = {The Problem of Action at a Distance in Networks and the Emergence of Preferential Attachment from Triadic Closure}, 700 | author = {Jérôme Kunegis and Fariba Karimi and Jun Sun}, 701 | booktitle = {Proc. Int. Sch. and Conf. on Netw. Sci.}, 702 | year = {2017}, 703 | kunegiscat = {abstractposterown}, 704 | } 705 | 706 | @inproceedings{schelter:nzh-ea, 707 | title = {`{Dark} {Germany}': Temporal Characteristics and Connectivity Patterns in Online Far-Right Protests Against Refugee Housing}, 708 | author = {Sebastian Schelter and Jérôme Kunegis}, 709 | booktitle = {Proc. Web Sci. Conf. Extended Abstracts}, 710 | year = {2017}, 711 | kunegiscat = {abstractposterother}, 712 | } 713 | 714 | @article{kunegis:nopref, 715 | title = {The Problem of Action at a Distance in Networks and the Emergence of Preferential Attachment from Triadic Closure}, 716 | author = {Jérôme Kunegis and Fariba Karimi and Jun Sun}, 717 | journal = {J. of Interdiscip. Methodol. and Issues in Sci.}, 718 | year = {2017}, 719 | volume = {2}, 720 | issue = {Graphs and Social Systems}, 721 | kunegiscat = {journal}, 722 | } 723 | 724 | @misc{kunegis:stu, 725 | title = {Stu -- Build Automation}, 726 | author = {Jérôme Kunegis}, 727 | year = {2017}, 728 | howpublished = {\url{https://github.com/kunegis/stu}}, 729 | kunegiscat = {software}, 730 | } 731 | 732 | @inproceedings{samoilenko:neighbourhoods-ic2s2-2017, 733 | title = {Linguistic Neighbourhoods: Explaining Cultural Borders on {Wikipedia} Through Multilingual Co-editing Activity}, 734 | author = {Anna Samoilenko and Fariba Karimi and Daniel Edler and Jérôme Kunegis and Markus Strohmaier}, 735 | booktitle = {Proc. Int. Conf. on Comput. Soc. Sci.}, 736 | year = {2017}, 737 | kunegiscat = {abstracttalkother}, 738 | } 739 | 740 | @inproceedings{schelter:nzh-paper, 741 | title = {`Dark {Germany}': Hidden Patterns of Participation in Online Far-Right Protests Against Refugee Housing}, 742 | author = {Sebastian Schelter and Jérôme Kunegis}, 743 | booktitle = {Proc. Int. Conf. on Soc. Inform.}, 744 | year = {2017}, 745 | pages = {277--288}, 746 | kunegiscat = {conftalkown}, 747 | } 748 | 749 | @inproceedings{gandica:wikipedia, 750 | title = {Socio-semantic Aspects of {Wikipedia} Usage across Five Languages}, 751 | author = {Yérali Gandica and Jérôme Kunegis}, 752 | booktitle = {Proc. Eur. Conf. on Soc. Netw.}, 753 | year = {2017}, 754 | kunegiscat = {abstracttalkother}, 755 | } 756 | 757 | @inproceedings{kunegis:benet2017, 758 | title = {{SynGraphy}: Succinct Summarisation of Large Networks via Small Synthetic Representative Graphs}, 759 | author = {Jérôme Kunegis and Pawan Kumar and Jun Sun and Giuseppe Pirrò and Anna Samoilenko}, 760 | booktitle = {Proc. Belg. Netw. Res. Meet.}, 761 | year = {2017}, 762 | kunegiscat = {abstracttalkown}, 763 | } 764 | 765 | @article{schelter:trackers-journal, 766 | title = {On the Ubiquity of Web Tracking: Insights from a Billion-Page Web Crawl}, 767 | author = {Sebastian Schelter and Jérôme Kunegis}, 768 | journal = {J. of Web Sci.}, 769 | year = {2018}, 770 | volume = {4}, 771 | number = {4}, 772 | pages = {53--66}, 773 | kunegiscat = {journal}, 774 | } 775 | 776 | @inproceedings{kunegis:caricature-netsci2018, 777 | title = {{SynGraphy}: Succinct Summarisation of Large Networks via Small Synthetic Representative Graphs}, 778 | author = {Jérôme Kunegis and Pawan Kumar Jun Sun and Giuseppe Pirrò}, 779 | booktitle = {Proc. Int. Sch. and Conf. on Netw. Sci.}, 780 | year = {2018}, 781 | kunegiscat = {abstractposterown}, 782 | } 783 | 784 | @inproceedings{seth:sister-cities-www2018, 785 | title = {The Role of Cultural Importance in Sister City Relationships}, 786 | author = {Mridul Seth and Jérôme Kunegis and Renaud Lambiotte}, 787 | booktitle = {Proc. Wiki Workshop}, 788 | year = {2018}, 789 | kunegiscat = {abstractposterown}, 790 | } 791 | 792 | @article{sun:tranet, 793 | title = {Understanding Social Networks using Transfer Learning}, 794 | author = {Sun, Jun and Steffen Staab and Jérôme Kunegis}, 795 | journal = {IEEE Comput. Mag.}, 796 | year = {2018}, 797 | _month = {June}, 798 | volume = {51}, 799 | number = {6}, 800 | pages = {52--60}, 801 | kunegiscat = {journal}, 802 | doi = {10.1109/MC.2018.2701640}, 803 | ISSN = {0018-9162}, 804 | } 805 | 806 | @misc{kunegis:adventure-mi1, 807 | title = {Game Dependency Graph: The Secret of Monkey Island}, 808 | author = {Jérôme Kunegis}, 809 | year = {2019}, 810 | kunegiscat = {popularization}, 811 | } 812 | 813 | @misc{kunegis:flora, 814 | title = {Phylogenetic Tree of My Houseplants}, 815 | author = {Jérôme Kunegis}, 816 | year = {2019}, 817 | kunegiscat = {popularization}, 818 | } 819 | 820 | @misc{kunegis:hp, 821 | title = {Network of Characters in {Harry} {Potter}}, 822 | author = {Jérôme Kunegis}, 823 | year = {2019}, 824 | kunegiscat = {popularization}, 825 | } 826 | 827 | @article{kunegis:diversity, 828 | title = {Modeling the Evolution of Networks as Shrinking Structural Diversity}, 829 | author = {Jérôme Kunegis}, 830 | year = {2020}, 831 | journal = {CoRR}, 832 | volume = {abs/2009.09764}, 833 | kunegiscat = {misc}, 834 | } 835 | 836 | @misc{kunegis:adventure-mi2, 837 | title = {Game Dependency Graph: Monkey Island 2: LeChuck's Revenge}, 838 | author = {Jérôme Kunegis}, 839 | year = {2020}, 840 | kunegiscat = {popularization}, 841 | } 842 | 843 | @misc{kunegis:adventure-mi3, 844 | title = {Game Dependency Graph: The Curse of Monkey Island}, 845 | author = {Jérôme Kunegis}, 846 | year = {2020}, 847 | kunegiscat = {popularization}, 848 | } 849 | 850 | @misc{kunegis:adventure-dot, 851 | title = {Game Dependency Graph: Day of the Tentacle}, 852 | author = {Jérôme Kunegis}, 853 | year = {2021}, 854 | kunegiscat = {popularization}, 855 | } 856 | 857 | @article{kunegis:caricature, 858 | title = {{SynGraphy}: Succinct Summarisation of Large Networks via Small Synthetic Representative Graphs}, 859 | author = {Jérôme Kunegis and Pawan Kumar and Jun Sun and Anna Samoilenko and Giuseppe Pirró}, 860 | year = {2023}, 861 | journal = {CoRR}, 862 | volume = {abs/2302.07755}, 863 | kunegiscat = {misc}, 864 | } 865 | 866 | @article{kunegis:guided-graph-generation, 867 | title = {Guided Graph Generation: Evaluation of Graph Generators in Terms of Network Statistics, and a New Algorithm}, 868 | author = {Jérôme Kunegis and Jun Sun and Eiko Yoneki}, 869 | year = {2023}, 870 | journal = {CoRR}, 871 | volume = {abs/2303.00635}, 872 | kunegiscat = {misc}, 873 | } 874 | 875 | -------------------------------------------------------------------------------- /main.stu: -------------------------------------------------------------------------------- 1 | # 2 | # This handbook is built using Stu instead of Make. Get Stu at: 3 | # 4 | # https://github.com/kunegis/stu 5 | # 6 | # Once installed, execute 'stu' instead of 'make', from within this 7 | # directory. 8 | # 9 | 10 | % version 2.5 11 | 12 | @main: konect-handbook.pdf; 13 | @arxiv: arxiv.tar.gz; 14 | 15 | >MATLABPATH: 16 | { 17 | printf "$PWD:$PWD/../matlab/" 18 | } 19 | 20 | konect-handbook.pdf: [FILES] 21 | { 22 | rm -f *.aux *.bbl *.blg *.log *.out 23 | pdflatex -file-line-error -halt-on-error konect-handbook.tex 24 | bibtex konect-handbook 25 | pdflatex -file-line-error -halt-on-error konect-handbook.tex 26 | pdflatex -file-line-error -halt-on-error konect-handbook.tex 27 | } 28 | 29 | >colors.tex: FILES: -t texdep konect-handbook.tex 45 | { 46 | ./texdep konect-handbook.tex 47 | } 48 | 49 | >FILES-ARXIV: &2 "Warning: 'analysis/plot/$name.eps' does not exist" 67 | touch -- plot/"$name".pdf 68 | exit 0 69 | fi 70 | 71 | ./cpimg analysis/plot/"$name".eps plot/"$name".pdf 72 | } 73 | 74 | >plot/dep.plot.$name: 75 | PLOT_NONOPTIONAL 76 | { 77 | if grep -qE '^\s*0' PLOT_NONOPTIONAL ; then 78 | printf '%s ' '-o' 79 | fi 80 | echo analysis/plot/"$name".eps 81 | } 82 | 83 | tex/$name.tex = -o analysis/tex/$name.tex; 84 | 85 | # Determines whether to use external images or not. Contains '1' or 86 | # '0'. 87 | PLOT_NONOPTIONAL; 88 | 89 | # 90 | # External files 91 | # 92 | 93 | texdep = stu-utils/; 94 | cpimg = stu-utils/; 95 | 96 | bibtex/$name.bib; 97 | 98 | >$name.bib: OUT) 14 | error('fopen'); 15 | end 16 | 17 | fprintf(OUT, '\\begin{tabular}{lllllr}\n'); 18 | fprintf(OUT, '\\toprule\n'); 19 | fprintf(OUT, ['& \\textbf{Category} & \\textbf{Vertices} & \\textbf{Edges} ' ... 20 | '& \\textbf{Properties} & \\textbf{Count} \\\\\n']); 21 | fprintf(OUT, '\\midrule\n'); 22 | 23 | [colors vertices edges] = konect_data_category(); 24 | 25 | categories= fieldnames(colors); 26 | n = length(categories) 27 | 28 | % Iterate over all networks 29 | 30 | 31 | for i = 1 : n 32 | category= categories{i} 33 | fprintf(OUT, '\\textcolor{color%s}{$\\newmoon$} &', category); 34 | fprintf(OUT, '%s & ', category); 35 | fprintf(OUT, '%s & %s & ', vertices.(category), edges.(category)); 36 | fprintf(OUT, '\\\\\n'); 37 | end 38 | 39 | fprintf(OUT, '\\bottomrule\n'); 40 | fprintf(OUT, 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\toprule 3 | & \textbf{Internal name} & \textbf{Vertices} & \textbf{Edges} & \textbf{Properties} & \textbf{Count} \\ 4 | \midrule 5 | \textcolor{colorAffiliation}{$\newmoon$} &\texttt{Affiliation} & Actors, groups & Membership & \phantom{U} \phantom{D} B $-$ $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 17\\ 6 | \textcolor{colorAnimal}{$\newmoon$} &\texttt{Animal} & Animals & Tie & U D \phantom{B} $-$ \phantom{$=$} $+$ \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 9\\ 7 | \textcolor{colorAuthorship}{$\newmoon$} &\texttt{Authorship} & Authors, works & Authorship & \phantom{U} \phantom{D} B $-$ $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 809\\ 8 | \textcolor{colorCitation}{$\newmoon$} &\texttt{Citation} & Documents & Citation & \phantom{U} D \phantom{B} $-$ \phantom{$=$} \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 7\\ 9 | \textcolor{colorCoauthorship}{$\newmoon$} &\texttt{Coauthorship} & Authors & Coauthorship & U \phantom{D} \phantom{B} $-$ $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 7\\ 10 | \textcolor{colorCocitation}{$\newmoon$} &\texttt{Cocitation} & Authors & Cocitation & U \phantom{D} \phantom{B} \phantom{$-$} $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 2\\ 11 | \textcolor{colorCommunication}{$\newmoon$} &\texttt{Communication} & Persons & Message & U D \phantom{B} $-$ $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 42\\ 12 | \textcolor{colorComputer}{$\newmoon$} &\texttt{Computer} & Computers & Connection & U D \phantom{B} $-$ $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 14\\ 13 | \textcolor{colorFeature}{$\newmoon$} &\texttt{Feature} & Items, features & Property & \phantom{U} \phantom{D} B $-$ $=$ $+$ \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 17\\ 14 | \textcolor{colorHumanContact}{$\newmoon$} &\texttt{HumanContact} & Persons & Real-life contact & U \phantom{D} \phantom{B} $-$ $=$ $+$ \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 7\\ 15 | \textcolor{colorHumanSocial}{$\newmoon$} &\texttt{HumanSocial} & Persons & Real-life tie & U D \phantom{B} $-$ \phantom{$=$} $+$ $\pm$ $\stackrel{+}{=}$ \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 12\\ 16 | \textcolor{colorHyperlink}{$\newmoon$} &\texttt{Hyperlink} & Web page & Hyperlink & U D B $-$ $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} $\rightleftharpoons$ \phantom{$++$} & 197\\ 17 | \textcolor{colorInfrastructure}{$\newmoon$} &\texttt{Infrastructure} & Location & Connection & U D \phantom{B} $-$ $=$ $+$ \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 23\\ 18 | \textcolor{colorInteraction}{$\newmoon$} &\texttt{Interaction} & Persons, items & Interaction & U D B $-$ $=$ \phantom{$+$} \phantom{$\pm$} $\stackrel{+}{=}$ \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 26\\ 19 | \textcolor{colorLexical}{$\newmoon$} &\texttt{Lexical} & Words & Lexical relationship & U D \phantom{B} $-$ $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 5\\ 20 | \textcolor{colorMetabolic}{$\newmoon$} &\texttt{Metabolic} & Metabolites & Interaction & U D \phantom{B} $-$ $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 8\\ 21 | \textcolor{colorMisc}{$\newmoon$} &\texttt{Misc} & Various & Various & U D B $-$ $=$ $+$ \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 15\\ 22 | \textcolor{colorNeural}{$\newmoon$} &\texttt{Neural} & Neurons & Connection & \phantom{U} D \phantom{B} \phantom{$-$} \phantom{$=$} $+$ \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 1\\ 23 | \textcolor{colorOnlineContact}{$\newmoon$} &\texttt{OnlineContact} & Users & Online interaction & U D \phantom{B} $-$ $=$ \phantom{$+$} $\pm$ $\stackrel{+}{=}$ \phantom{$*$} \phantom{$_*{}^*$} $\rightleftharpoons$ \phantom{$++$} & 15\\ 24 | \textcolor{colorRating}{$\newmoon$} &\texttt{Rating} & Users, items & Rating & \phantom{U} \phantom{D} B $-$ $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} $*$ $_*{}^*$ \phantom{$\rightleftharpoons$} \phantom{$++$} & 21\\ 25 | \textcolor{colorSocial}{$\newmoon$} &\texttt{Social} & Persons & Online tie & U D \phantom{B} $-$ \phantom{$=$} $+$ $\pm$ \phantom{$\stackrel{+}{=}$} $*$ \phantom{$_*{}^*$} $\rightleftharpoons$ \phantom{$++$} & 50\\ 26 | \textcolor{colorSoftware}{$\newmoon$} &\texttt{Software} & Software Component & Dependency & \phantom{U} D \phantom{B} $-$ $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 3\\ 27 | \textcolor{colorText}{$\newmoon$} &\texttt{Text} & Documents, words & Occurrence & \phantom{U} \phantom{D} B \phantom{$-$} $=$ \phantom{$+$} \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 10\\ 28 | \textcolor{colorTrophic}{$\newmoon$} &\texttt{Trophic} & Species & Carbon exchange & U D \phantom{B} $-$ \phantom{$=$} $+$ \phantom{$\pm$} \phantom{$\stackrel{+}{=}$} \phantom{$*$} \phantom{$_*{}^*$} \phantom{$\rightleftharpoons$} \phantom{$++$} & 4\\ 29 | \midrule 30 | & \textbf{Total} &&&& \textbf{1321}\\ 31 | \bottomrule 32 | \end{tabular} 33 | -------------------------------------------------------------------------------- /texdep: -------------------------------------------------------------------------------- 1 | #! /bin/sh 2 | # 3 | # Determine the dependencies of a *.tex Tex/Latex source file. Used by 4 | # Jérôme Kunegis for compiling papers. 5 | # 6 | # INVOCATION 7 | # $0 FILENAME 8 | # 9 | # STDOUT 10 | # List of dependencies, one file per line 11 | # 12 | # ENVIRONMENT 13 | # $TEXDEP_GRAPHICSEXT (optional) extension of included graphics, 14 | # without the dot; defaults to "pdf" 15 | # 16 | # ABOUT 17 | # (c) 2015-2017 Written by Jérôme Kunegis 18 | # 19 | 20 | file="$1" 21 | 22 | [ "$file" ] || { 23 | echo >&2 '*** Missing filename' 24 | echo >&2 "Invocation: $0 FILENAME" 25 | exit 1 26 | } 27 | 28 | [ -e "$file" ] || { 29 | echo >&2 "*** $0: Cannot read file '$file'" 30 | exit 1 31 | } 32 | 33 | if [ -z "$TEXDEP_GRAPHICSEXT" ] ; then 34 | graphicsext=pdf 35 | else 36 | graphicsext="$TEXDEP_GRAPHICSEXT" 37 | fi 38 | 39 | # 40 | # The file itself 41 | # 42 | 43 | echo "$file" 44 | 45 | # 46 | # Bibtex source files 47 | # 48 | 49 | <"$file" sed -E -e ' 50 | /\\bibliography\{/!d; 51 | s,^[^{]*\{([^}]*).*$,\1,' | 52 | tr ',' ' 53 | ' | 54 | sed -E -e 's,$,.bib,' 55 | 56 | # 57 | # Bibliography style file 58 | # 59 | 60 | <"$file" sed -E -e ' 61 | s,^.*\\bibliographystyle\{(.+)\}.*$,\1.bst, 62 | t 63 | d 64 | ' | while IFS= read -r filename ; do 65 | [ -e "$filename" ] && echo "$filename" 66 | done 67 | 68 | # 69 | # Plots 70 | # 71 | 72 | <"$file" sed -E -e ' 73 | /^\s*%/d 74 | s,^.*(\\includegraphics|\\begin\{overpic\})[^{]*\{([^}]+)\}.*$,\2, 75 | t 76 | d 77 | ' | 78 | while IFS= read name ; do 79 | 80 | # Empty name 81 | if [ -z "$name" ] ; then 82 | continue 83 | fi 84 | 85 | # Add extension only if there is not already one 86 | if echo "$name" | grep -qvE '\.(pdf|png|eps|jpg)$' ; then 87 | name="$name.$graphicsext" 88 | fi 89 | 90 | echo "$name" 91 | done 92 | 93 | # 94 | # Other included .tex files 95 | # 96 | 97 | <"$file" sed -E -e ' 98 | s,^[^%]*\\(input|include)([^a-zA-Z0-9].*)?\{([^}]+)\}.*$,\3, 99 | t 100 | d' | 101 | while IFS= read -r name ; do 102 | if [ -z "$name" ] ; then 103 | continue 104 | fi 105 | if echo "$name" | grep -qvE '\.tex$' ; then 106 | name="$name.tex" 107 | fi 108 | "$0" "$name" 109 | ## echo "$name" 110 | done 111 | 112 | # 113 | # CLS files 114 | # 115 | 116 | <"$file" sed -E -e '/\\documentclass\{/!d;s,^.*\\documentclass\{(.*)\}.*$,\1,;/article/d' | 117 | while IFS= read -r name ; do 118 | echo "$name.cls" 119 | done 120 | --------------------------------------------------------------------------------