└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # resources 2 | 3 | ## REPUTATION 4 | 5 | A Media Type for Reputation Interchange 6 | https://tools.ietf.org/html/rfc7071 7 | 8 | Ex: https://github.com/worknation/work.nation and https://github.com/trustgraph/trustgraph 9 | 10 | ### general research 11 | 12 | Web of Trust — research groups with a ton of resources (click through to diff meetups) 13 | https://github.com/WebOfTrustInfo/rebooting-the-web-of-trust-fall2017 14 | 15 | Web of Trust portable-reputation-toolkit 16 | https://github.com/WebOfTrustInfo/portable-reputation-toolkit 17 | 18 | Coral Project — comment system for news websites, lots of great reference research 19 | https://coralproject.net/research.html 20 | 21 | O'Reilly — Building Web Reputation Systems 22 | http://wtf.tw/ref/farmer_glass.pdf 23 | 24 | Paul Frazee thoughts on reputation for DAT 25 | https://gist.github.com/pfrazee/e314196dcecd4c49382d 26 | 27 | ### reputation algorithms 28 | 29 | EigenTrust 30 | http://ilpubs.stanford.edu:8090/562/1/2002-56.pdf 31 | 32 | EigenTrust++ 33 | https://www.dropbox.com/s/ldi9kfhjmdwpule/2012XinxinFanEigenTrustAttackResilientTrustManagement.pdf 34 | 35 | Pagrank With Negative Links 36 | https://www.researchgate.net/publication/220906900_The_PageTrust_Algorithm_How_to_rank_web_pages_when_negative_links_are_allowed 37 | 38 | An enhanced EigenTrust (more dynamic trust scores for pre-trusted peers) 39 | https://www.sciencedirect.com/science/article/pii/S1319157815000440 40 | 41 | Power Trust - speed up computation based on power distribution assumption 42 | http://gridsec.usc.edu/hwang/papers/04118688.pdf 43 | 44 | Personalized EigenTrust 45 | https://pdfs.semanticscholar.org/ee9d/c876c2ffbfedcd2622bf47ada4a7ce36bffb.pdf 46 | 47 | Relative Rank (EigenTrust mod) + RAW — more sybil-proof but non-Markov & requires Monte Carlo simulation 48 | https://link.springer.com/content/pdf/10.1007/978-0-387-73655-6_18.pdf 49 | 50 | Combinging Reputation and Recommendation algos 51 | http://folk.uio.no/josang/papers/JGPSX2013-MDAI.pdf 52 | 53 | SybilShield: An Agent-Aided Social Network-Based Sybil Defense among Multiple Communities 54 | http://ualr.edu/computerscience/files/2014/01/Paper-6.pdf 55 | 56 | A Measurement of Mixing Time in Social Networks 57 | https://pdfs.semanticscholar.org/d877/826ef2db3e7b3d955ca4b7265123be62154f.pdf 58 | 59 | The design of a reliable reputation system 60 | https://www.cs.ucsb.edu/~ravenben/publications/pdf/reputation-ecrj10.pdf 61 | 62 | Sybil-Resilient Online Content Voting 63 | https://www.usenix.org/legacy/event/nsdi09/tech/full_papers/tran/tran.pdf 64 | 65 | Iolaus: Securing Online Content Rating Systems 66 | https://mislove.org/publications/Iolaus-WWW.pdf 67 | 68 | ### content filtering 69 | 70 | Using Machine Learning to Augment Collaborative 71 | Filtering of Community Discussions 72 | https://www.researchgate.net/profile/Stacey_Wrazien/publication/221454353_Using_machine_learning_to_augment_collaborative_filtering_of_community_discussions/links/5764509208ae421c44830ddc/Using-machine-learning-to-augment-collaborative-filtering-of-community-discussions.pdf?origin=publication_detail 73 | 74 | ### blockchain & reputation 75 | 76 | Human Trust Protocol 77 | https://www.hubtoken.org/images/hub-white-paper.pdf 78 | 79 | Colony — reputation system computation on blockchian (interactive verification on chain) 80 | simple blog: https://blog.colony.io/the-colony-reputation-system-5616293c3949 81 | white paper: https://colony.io/whitepaper.pdf 82 | 83 | Open Reputation by Samuel M. Smith (now working on ai-reputation system w consensys - https://xaltry.com/) 84 | https://openreputation.net/open-reputation-low-level-whitepaper.pdf 85 | https://openreputation.net/open-reputation-high-level-whitepaper.pdf 86 | extras: https://github.com/SmithSamuelM/Papers/tree/master/whitepapers 87 | 88 | Verity White Paper (also using EigenTrust, but diff cryptoeconomics) 89 | http://verity.site/Verity-Whitepaper-Final.pdf 90 | 91 | Lynyr — not very much in this white paper, but maybe interesting to look at? 92 | https://bravenewcoin.com/assets/Whitepapers/Lunyr-WhitePaper-ENG.pdf 93 | 94 | Anonymous Decentralized Reputation 95 | http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.478.1994&rep=rep1&type=pdf 96 | 97 | TrustDavis (crypto-based mutual credit) 98 | http://web.cs.ucdavis.edu/~defigued/index_files/trustdavis.pdf 99 | 100 | Reputation for open source communities 101 | https://github.com/sourcecred/sourcecred 102 | 103 | ## CRYPTO-ECONOMIC INCENTIVES 104 | 105 | ### Steem 106 | https://steem.io/SteemWhitePaper.pdf 107 | 108 | Steemit - Curation (Voting) Rewards 109 | https://steemit.com/steem/@dantheman/lessons-learned-from-curation-rewards-discussion 110 | 111 | Steemit - Curation Prediction Market 112 | https://steemit.com/steem/@steemitblog/curation-by-prediction-market-proposal 113 | 114 | Linear Rewards 115 | https://steemit.com/steem/@steemitblog/2hfxx1-pre-release-hf19-linear-rewards 116 | 117 | PPT - governance & special interest groups / tragedy of the commons 118 | https://scholarship.law.berkeley.edu/cgi/viewcontent.cgi?article=2360&context=facpubs 119 | 120 | ### Curation Markets and Token-Curated Ragistries (TCR) 121 | 122 | TCRS: 123 | intro: https://medium.com/@ilovebagels/token-curated-registries-1-0-61a232f8dac7 124 | updates: https://medium.com/@ilovebagels/token-curated-registries-1-1-2-0-tcrs-new-theory-and-dev-updates-34c9f079f33d 125 | details: https://medium.com/@eamunoz.me/a-closer-look-at-tcr-1-1-and-the-%C2%B5-equation-7eafad6e882e 126 | implementation: 127 | 128 | Gitter Chat (discussion about TCRs and Curation Markets) 129 | https://gitter.im/Curation-Markets/Lobby 130 | 131 | ### Consensus 132 | Protocol Labs - Power Fault Tolerance (BFT) 133 | https://filecoin.io/power-fault-tolerance.pdf 134 | 135 | 136 | --------------------------------------------------------------------------------