├── CONTRIBUTING.md └── README.md /CONTRIBUTING.md: -------------------------------------------------------------------------------- 1 | NLP Bahasa Indonesia 2 | ==================== 3 | 4 | Kumpulan thesis, paper, atau artikel tentang NLP Bahasa Indonesia. 5 | 6 | 7 | Panduan Berkontribusi 8 | --------------------- 9 | 10 | - Laporan link mati / non-aktif, silahkan buka github [issue](https://github.com/sastrawi/nlp-bahasa-indonesia/issues). 11 | - Saran link NLP untuk ditambahkan silahkan fork & lakukan pull request. 12 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | NLP Bahasa Indonesia 2 | ==================== 3 | 4 | Kumpulan thesis, paper, dan artikel tentang NLP (_Natural Language Processing_) Bahasa Indonesia. 5 | 6 | ### Daftar Isi 7 | 8 | - [NLP Bahasa Indonesia](#nlp-bahasa-indonesia) 9 | - [Memulai](#memulai) 10 | - [Automatic Summarization](#automatic-summarizatio) 11 | - [Parsing](#parsing) 12 | - [Part-of-speech Tagging](#part-of-speech-tagging) 13 | - [Stemming](#stemming) 14 | - [Word Sense Disambiguation](#word-sense-disambiguation) 15 | - [Lain-lain](#lain-lain) 16 | - [Software, Library, Kamus](#software-library-kamus) 17 | - [Berkontribusi](#berkontribusi) 18 | 19 | 20 | Memulai 21 | ======= 22 | 23 | ### Artikel-Artikel Tentang NLP 24 | 25 | - [Karena Data Gak Mungkin Bohong](https://medium.com/karena-x/karena-data-gak-mungkin-bohong-a17ff90cef87) - Jim Geovedi. 2014. 26 | 27 | ### Materi Pengantar NLP 28 | 29 | - [Pengantar NLP](http://lecturer.eepis-its.edu/~kangedi/materi%20kuliah/Kecerdasan%20Buatan/Bab%205%20Natural%20Language%20Processing.pdf) - Kang Edi, PENS. 30 | 31 | 32 | Automatic Summarization 33 | ======================= 34 | 35 | - [Frequent Term based Text Summarization for Bahasa Indonesia](http://eprints.unsri.ac.id/3296/1/Frequent_Term_Based_Text_Summarization_For_Bahasa_Indonesia_-_E1213550.pdf) 36 | 37 | M.Fachrurrozi, Novi Yusliani, and Rizky Utami Yoanita. International Conference on Innovations in Engineering and Technology (ICIET'2013) Dec. 25-26, 2013 Bangkok (Thailand). 38 | 39 | 40 | Parsing 41 | ======= 42 | 43 | - [Analisa Struktur Kalimat Bahasa Indonesia dengan Menggunakan Pengurai Kalimat Berbasis Linguistic String Analysis](http://staf.cs.ui.ac.id/WebKuliah/IKI40921/Shelly.doc) 44 | 45 | Shavitri, Shelly. Undergraduate Theses for computer science, University of Indonesia, 1999. 46 | 47 | - [INAGP : Pengurai Kalimat Bahasa Indonesia Sebagai Alat Bantu Untuk Pengembangan Aplikasi PBA](http://mail.informatika.org/~ayu/2009parser.pdf) 48 | 49 | Rosalina Paramita N., Dwi H. Widyantoro, Ayu Purwarianti. Undergraduate Theses from JBPTITBPP, Institute Technology Bandung, 2007. 50 | 51 | - [Penguraian Bahasa Indonesia dengan Menggunakan Pengurai Collins](http://digilib.itb.ac.id/gdl.php?mod=browse&op=read&id=jbptitbpp-gdl-rosaariani-25714) 52 | 53 | Sukamto, Rosa Ariani. Tesis untuk Magister, Institut Technology Bandung, 2009. 54 | 55 | 56 | Part-of-speech Tagging 57 | ====================== 58 | 59 | - [HMM Based Part-of-Speech Tagger for Bahasa Indonesia](http://mail.informatika.org/~ayu/2010postagger.pdf) 60 | 61 | Wicaksono, A. Farizki dan Purwanti, Ayu. Proceeding of 4th International Malindo (Malay and Indonesian Language) Workshop (2010). 62 | 63 | - [Penggunaan Hidden Markov Model untuk Kompresi Kalimat](http://digilib.itb.ac.id/files/disk1/627/jbptitbpp-gdl-yudiwibiso-31314-1-2008ts-r.pdf) 64 | 65 | Yudi Wibisono. Graduate Thesis. Institute of Technology Bandung. 2008. 66 | 67 | - [Probabilistic Part Of Speech Tagging for Bahasa Indonesia](http://www.panl10n.net/english/outputs/Indonesia/UI/0901/UI-POSTAG.pdf) 68 | 69 | Femphy Pisceldo, Mirna Adriani, Ruli Manurung. Third International MALINDO Workshop, colocated event ACL-IJCNLP 2009, Singapore, August 1, 2009. 70 | 71 | 72 | Stemming 73 | ======== 74 | 75 | - [Effective Techniques for Indonesian Text Retrieval](http://researchbank.rmit.edu.au/eserv/rmit:6312/Asian.pdf) 76 | 77 | Asian J. (2007). PhD thesis School of Computer Science and Information Technology RMIT University Australia. 78 | 79 | - [Enhanced Confix Stripping Stemmer and Ants Algorithm for Classifying News Document in Indonesian Language](http://personal.its.ac.id/files/pub/2623-agusza-baru%2021%20d%20VIP%20enhanced-confix-stripping-stem.pdf) 80 | 81 | Arifin, A.Z., I.P.A.K. Mahendra dan H.T. Ciptaningtyas. 2009. Proceeding of International Conference on Information & Communication Technology and Systems (ICTS). 82 | 83 | - [Implementasi Modifikasi Enhanced Confix Stripping Stemmer Untuk Bahasa Indonesia dengan Metode Corpus Based Stemming](http://digilib.its.ac.id/public/ITS-Undergraduate-14255-paperpdf.pdf) 84 | 85 | A. D. Tahitoe, D. Purwitasari. Institut Teknologi Sepuluh Nopember (ITS) – Surabaya. 86 | 87 | 88 | Word Sense Disambiguation 89 | ========================= 90 | 91 | - [Building an Indonesian WordNet](http://bahasa.cs.ui.ac.id/pub/malindo08wordnet.pdf) 92 | 93 | Desmond Darma Putra, Abdul Arfan and Ruli Manurung. In Proceedings of the 2nd International MALINDO Workshop. 2008. 94 | 95 | - [English-to-Indonesian Lexical Mapping using Latent Semantic Analysis](http://bahasa.cs.ui.ac.id/pub/malindo08lsa.pdf) 96 | 97 | Eliza Margaretha, Franky, and Ruli Manurung. In Proceedings of the 2nd International MALINDO Workshop. 2008. 98 | 99 | 100 | Lain-lain 101 | ========= 102 | 103 | - [A survey of bahasa Indonesia NLP research conducted at the University of Indonesia](http://staf.cs.ui.ac.id/~maruli/pub/malindo08nlp.pdf) 104 | 105 | Mirna Adriani and Ruli Manurung. Faculty of Computer Science, University of Indonesia. 106 | 107 | - [Indonesian Morphology Tool (MorphInd): Towards an Indonesian Corpus](http://ufal.mff.cuni.cz/~larasati/papers/paper6.pdf) 108 | 109 | Septina Dian Larasati, Vladislav Kuboˇn, and Daniel Zeman. Charles University in Prague. 110 | 111 | - [Research Report on Local Language Computing: Development of Indonesian Language Resources and Translation System](http://www.panl10n.net/english/outputs/Indonesia/FinalReportID.pdf) 112 | 113 | Adriani, Mirna. Riza, Hammam. 2008. 114 | 115 | - [Towards a Semantic Analysis of Bahasa Indonesia for Question Answering](http://bahasa.cs.ui.ac.id/pub/pacling07.pdf) 116 | 117 | Septina Dian Larasati and Ruli Manurung. Faculty of Computer Science. University of Indonesia. 2007. 118 | 119 | 120 | Software, Library, Kamus 121 | ======================== 122 | 123 | - [Kateglo](http://kateglo.com/) - Kamus, Tesaurus, dan Glosarium Bahasa Indonesia. 124 | - [Sastrawi](https://github.com/sastrawi/sastrawi) - Stemmer PHP untuk Bahasa Indonesia. 125 | 126 | 127 | Berkontribusi 128 | ============= 129 | 130 | Silahkan ikuti [Panduan Berkontribusi](https://github.com/sastrawi/nlp-bahasa-indonesia/blob/master/CONTRIBUTING.md). 131 | --------------------------------------------------------------------------------