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%~~~~~~~~~~~~~~Chapter1~~~~~~~~~~~~~
@article{linkedin,
title = "Browsemap collaborative filtering linkedin",
publisher ="Linkedin",
organization ="Linkedin",
}
@article{figfiltering,
author ="Himanshu Kansara",
title ="How do recommendation engines work? and what are the Benefits?",
publisher = "Maruti Techlabs",
organization= "Maruti Techlabs",
year ="2017",
}
@article{netflix,
author="Carlos A., Gomez-Uribe, and Neil Hunt",
title="The Netflix Recommender System : Algorithms, Business Value, and Innovation",
journal="ACM Transactions on Management Information Systems (TMIS)",
volume="6",
issue="4",
article="13",
pages="3-5",
year = "2015",
month="December",
}
@article{refamazonus,
author = "Eugéne Kim",
title = "How Amazon's payment service could solve it biggest weakness against paypal",
journal = "Business Insider",
year = "2017",
month="February 12",
note="consulté : 14-04-2018",
}
@phdthesis{userFacebook,
author = "Mohamed Ryadh Dahimene",
title = "Filtrage et Recommandation sur les Réseaux Sociaux",
school = "\'Ecole Doctorale Informatique, T\'el\'ecommunication et \'Electronique (Paris, France)",
year = "2014",
month = "Décembre",
}
@article{surveymachinelearningregression,
author = "Kajaree Das, and Rabi Narayan Behera",
title = "A Survey on Machine Learning: Concept,Algorithms and Applications",
journal = "International Journal of Innovative Research in Computer and Communication Engineering",
volume = "5",
issue="2",
pages = "1304-1305",
year = "2017",
month = "February",
}
@article{surveyrecommender1,
author = "Mansi Sood, and Harmeet Kaur",
title = "Survey on News Recommendation",
journal = "International Journal of Innovative Research in Computer and Communication Engineering",
volume = "3",
issue ="6",
pages = "9974-9975",
year = "2014",
month = "June",
}
@article{svensson,
author = "Martin Svensson, and Joakim Söderberg",
title = "Machines that learn: Applying automatic pattern recognition",
journal = "Ericsson review",
pages = "29",
year = "2008",
month = "March",
}
@article{amazon,
author= "Greg Linden, Brent Smith, and Jeremy York",
title= "Amazon.com Recommendations Item-to-Item Collaborative Filtering",
journal= "Industry Report",
year= "2003",
month= "January/February",
pages= "78-79",
}
@phdthesis{gglnews,
author="Paul Beck, Manuel Blaser, Adrian Michalke, and Andreas Lommatzsch",
title="A System for Online News Recommendations in Real-Time with Apache Mahout",
school="Technische Universitat Berlin",
pages="4",
adress="Berlin, Germany",
}
%arevoir
@article{filtering,
author="Li Zheng, Lei Li, Wenxing Hong, and Tao Li",
title="Personalized news recommendation using ensemble hierarchical clustering",
journal="ELSEVIER",
year="2013",
pages="2928-2932",
}
@article{profil,
author="Sumitkumar Kanoje, Sheetal Girase, and Debajyoti Mukhopadhyay",
title="User Profiling Trends, Techniques and Applications",
journal="International Journal of Advance Foundation and Research in Computer (IJAFRC)",
volume="1",
issue="1",
pages="3",
year="2014",
month="January",
}
@book{Han,
author="Jiawei Han, Micheline Kamber, and Jian Pei",
title = "DATA MINING Concepts and Techniques",
chapter="1",
edition = "3",
publisher = "Morgan Kaupmann",
}
@article{refnorvege,
author="Jon Atle Gulla, Arne Dag Fidjestøl, Xiaomeng Su, and Humberto Castejon",
title="Implicit User Profiling in News Recommender Systems",
pages="5",
school="Dep. of Computer and Information Science, Norwegian University of Science and Technology",
adress="Trondheim, Norway",
}
@article{29,
author="Ah-Hwee Tan, and Christine Teo",
title="Learning User Profiles for Personalized Information Dissemination",
pages="183-188",
journal="Proceedings of 1998 IEEE International Joint conference on Neural Networks",
year="1998",
month="May",
}
@article{30,
author="Hochul Jeon, Taehwan Kim, and Joongmin Choi",
title="Adaptive User Profiling for Personalized Information Retrieval",
journal="Third International Conference on Convergence and Hybrid Information Technology",
year="2008",
month="November 11-13",
adress="Funchal, Madeira, Portugal",
}
@article{31,
author="Ricardo Carreira, Jaime M. Crato, Daniel Gonçalves, and Joaquim A Jorge",
title="Evaluating adaptive user profiles for news classification",
journal="Proceedings of the 9th international conference on Intelligent user interfaces",
Pages="206-212",
year="2004",
month="January 13-16",
}
@article{32,
author="Jue Wang, Zhiwei Li, Jinyi Yao, Zengqi Sun, Mingjing Li, and Wei-ying Ma",
title="Adaptive User Profile Model and Collaborative Filtering for Personalized News",
journal="Proceedings of the APWeb 2006",
publisher="Springer-Verlag",
volume="3841",
pages="474-485",
year="2006",
}
@article{34,
author="Fikadu Gemechu, Zhang Yu, and Liu Ting",
title="A Framework for Personalized Information Retrieval Model",
journal="Computer and Network Technology, International Conference",
volume="10",
pages="500-505",
year="2010",
month=" April 23-25",
adress="Bangkok, Thailand",
}
@article{35,
author="Tingpeng Liang, and Hungjen Lai",
title="Discovering User Interests from Web Browsing Behavior: An Application to Internet News Service",
volume="7",
pages="203",
year="2002",
month="January 7-10",
journal="IEEE Computer Society",
adress="Washington, DC, USA",
}
@article{36,
author= "Uichin Lee, Zhenyu Liu, and Junghoo Cho",
title= "Automatic identification of user goals in Web search",
journal= "Proceedings of the 14th international conference on World Wide Web",
adress= "Chiba, Japan",
pages="391-400",
year= "2005",
month= "May 10-14",
}
@article{27,
author="Lei Li, Li Zheng, and Tao Li",
title="LOGO: A Long-Short User Interest Integration in Personalized News Recommendation",
journal="Proceeding RecSys '11 Proceedings of the fifth ACM conference on Recommender systems",
pages="317-320",
year="2011",
month="October 23-27",
adress="Chicago, Illinois, USA",
}
@article{28,
author="Yi Ding, and Xue Li",
title="Time weight collaborative filtering",
journal="CIKM '05 Proceedings of the 14th ACM international conference on Information and knowledge management",
Pages= "485-492",
year="2005",
month="October 31 - November 05",
adress="Bremen, Germany",
}
@book{NOSQL1,
author ="M. Brown",
title = "Getting Started with Couchbase Server",
year = "2012",
month = "June",
publisher = "O Reilly Media",
}
@article{NOSQL2,
author ="M. Indrawan-Santiago",
title = "Database research: Are we at a crossroad?Reflection on NoSQL",
journal =" Network-Based Information Systems (NBiS)",
conference= "15th International Conference",
pages ="45-51",
year = "2012",
month = "Sptember",
}
%~~~~~~~~~~~~~~Chapter2~~~~~~~~~~~~~
@misc{ggltrans,
title = {Google Translate},
howpublished = {\url{https://translate.google.com/}},
note = {Consulté : 14-05-2018}
}
@book{aats,
author = "Inderjeet Mani",
title = "Advances in Automatic Text Summarization",
year = "1999",
publisher = "MIT Press Cambridge",
address = "Massachusetts, USA",
}
@book{atsjmtm,
author = "Juan-Manuel Torres-Moreno",
title = "Automatic Text Summarization (Cognitive Science and Knowledge Management)",
year = "2014",
publisher = "Wiley",
address = "USA",
}
@article{ratsa,
author = "Yogan Jaya Kumar et al.",
title = "A Review on Automatic Text Summarization Approaches",
journal = "Journal of Computer Science",
pages = "180",
year = "2016",
DOI = "http://thescipub.com/PDF/jcssp.2016.178.190.pdf",
}
@article{atsuss,
author = "Ramesh Nallapati et al.",
title = "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond",
journal = "The 20th SIGNLL Conference on Computational Natural Language Learning, Germany",
pages = "280-290",
year = "2016",
DOI = "http://www.aclweb.org/anthology/K16-1028",
}
@article{ruch,
author = "Alexander M. Rush et al.",
title = "A Neural Attention Model for Sentence Summarization",
journal = "The SIGNLL Conference on Computational Natural Language Learning, Portugal",
pages = "379-389",
year = "2015",
DOI = "https://www.aclweb.org/anthology/D/D15/D15-1044.pdf",
}
@book{stca,
author = "Charu C. Aggarwal, ChengXiang Zhai",
title = "Mining Text Data",
year = "2012",
address = "Massachusetts, USA",
}
@article{surveysummarization,
author = "Kanitha D K, D. Muhammad Noorul Mubarak, S. A. Shanavas",
title = "SURVEY ON TEXT SUMMARIZATION METHODS",
journal = "International Journal of Computer Engineering and Technology (IJCET)",
volume = "9",
issue="1",
year = "2018",
month="January-February",
pages = "26-36",
publisher = "IAEME",
}
@phdthesis{gent,
author = "Lissa Catthoor",
title = "La traduction automatique des articles de l’anglais au français",
pages="9-12",
school = "Université de Gent",
year = "2013",
}
@article{surveyTraduction,
author = "Neeha Ashraf, Manzoor Ahmad",
title = "Machine Translation Techniques and their Comparative Study",
journal = "International Journal of Computer Applications ",
volume = "125",
issue="7",
year = "2015",
month="September",
pages = "26-27",
}
@article{jean,
author = "Jean, Senellart",
title = "Boosting linguistic rule-based MT system with corpus-based approaches",
year = "2006",
}
@article{tfidf,
author = "Yongzheng, Nur and Evangelos",
title = "Narrative Text Classification for Automatic Key Phrase Extraction in Web Document Corpora",
journal="WIDM 5",
pages="51-57",
year = "2005",
adress=" Bremen Germany",
}
@phdthesis{10,
author = "David Kirk Evans",
title = "Identifying Similarity in Text: Multi Lingual Analysis for Summarization",
year = "2005",
school="Graduate School of Arts and Sciences, Columbia University",
adress=" Bremen Germany",
}
@article{5,
author = "R. Barzilay and McKeown",
title = "Information fusion in the context of multi-document summarization",
journal="in Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics",
pages="550-557",
year = "1999",
}
@article{8,
author = "H. Saggion and G. Lapalme",
title = "Generating indicative-informative summaries with sumUM",
journal="Computational Linguistics",
pages= "497-526",
year = "2002",
}
@article{9,
author = "Yongzheng, Nur and Evangelos",
title = "Narrative Text Classification for Automatic Key Phrase Extraction in Web Document Corpora",
journal=" WIDM‟5",
pages="51-57",
year = "2005",
adress="Bremen Germany",
}
@article{ram,
author = "Ramezani Majid, Feizi-Derakhshi, Mohammad-Reza",
title = "Ontology-Based Automatic Text Summarization Using FarsNet",
journal="ACSIJ Advances in Computer Science",
volume="4",
issue="2",
pages="88-96",
year = "2015",
month="March",
}
@article{we1,
author = "Marwa Naili, Anja Habacha Chaibi, Henda Hajjami Ben Ghezala",
title = "Comparative study of word embedding methods in topic segmentation",
journal="Procedia Computer Science ",
volume="112",
pages="340-349",
year = "2017",
}
@phdthesis{we2,
author = "Will Y. Zou, Richard Socher, Daniel Cer, Christopher D. Manning",
title = "Bilingual Word Embeddings for Phrase-Based Machine Translation",
school = "Stanford University",
address = "Stanford, CA 94305, USA",
}
@techreport{we3,
author = "Duyu Tang et al.",
title = "Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification",
institution = "Microsoft Research",
address = "Beijing, China",
year = "2014",
}
@techreport{we4,
author = "Samy Bengio and Georg Heigold",
title = "Word Embeddings for Speech Recognition",
institution = "Google Inc",
address = "Mountain View, CA, USA",
}
@article{itemetat0,
author = "Amritpal Singh, Sunil Kumar Chhillar",
title = "A Survey on the Machine Learning Techniques for the News Classifiation",
journal ="International Journal of Computer Science and technology (JCST)",
volume = "8",
issue = "2",
pages = "206-207",
year = "2017",
month = "April-June",
}
@article{itemetat1,
author = "Thorsten Joachims",
title = "Text Categorization With Support Vector Machines: Learning with many relevant features",
journal ="Lecture notes in Computer Science Book series Springer",
volume ="1398",
pages ="137-139",
year = "1998",
}
@article{itemetat2,
author = "Susan Dumais, John Platt, David Heckerman",
title = "Inductive learning algorithm and representation for text categorization",
journal="Conference of information and knowledge management (CIKM)",
pages="148-155",
year = "1998",
}
@article{itemetat3,
author = "Chee-Hong Chan Aixin Sun Ee-Peng Lim",
title = "Automated Online News Classifiation with Personalization",
journal="4th International Conference on Asian Digital Libraries (ICADL2001)",
pages="320-329",
year = "2001",
}
@article{itemetat6,
author = "Krishnalal G, S Babu Rengarajan, K G Srinivasagan",
title = "A new text mining approach based on HMM -SVM for web news classifiation",
journal=" International Journal of Computer Applications",
volume= "1",
issue="19",
pages="98-104",
year = "2010",
}
@article{itemetat7,
author = "Mita K. Dalal, Mukesh A.Zaveri",
title = "Automatic text classifiation: A technical review",
journal=" International Journal of Computer Applications",
volume= "28",
issue="2",
pages="37-40",
year = "2011",
}
@article{itemetat8,
author = "S. M. H. Dadgar, M. S. Araghi, M. M. Farahani",
title = "A novel text mining approach based on TF-IDF and Support Vector Machine for news classifiation",
journal=" 2nd IEEE International Conference on Engineering and Technology (ICETECH), Coimbatore",
pages="112-116",
year = "2016",
}
@article{tradstat,
author = "Hatim B, Munday J.",
title = "Translation: An advanced resource book",
journal="Psychology Press",
pages="112-116",
year = "2004.",
}
@article{tradcom,
author = "Newmark P.",
title = "A textbook of translation",
journal="New York: Prentice hall",
pages="112-116",
year = "1988",
}
@article{synsetFigure,
author = {Hulea, Alexandru and Rebedea, Traian},
year = {2016},
month = {09},
pages = {233-254},
title = {Aggregating textual and video data from movies},
volume = {9},
booktitle = {Romanian Journal of Human - Computer Interaction}
}
%~~~~~~~~~~~~~~Chapter3~~~~~~~~~~~~~
@book{json,
title = "The JSON Data Interchange Syntax",
year = "2017",
month = "Decembre",
publisher = "ECMA International",
address = "Geneva, Switzerland",
}
@book{UML,
author ="Joseph Gabay and David Gabay",
title = "UML2 ANALYSE ET CONCEPTION",
year = "2008",
publisher = "Dunod",
address = "France",
}
@article{euclidpreuve,
author ="Saikat Bagchi",
title = "Performance and Quality Assessment of Similarity
Measures in Collaborative Filtering Using Mahout",
journal = "Procedia Computer Science",
Volume = "50",
pages = "229-234",
year = "2015",
}
@article{categorisation,
author ="Shugufta Fatima and B. Srinivasu",
title = "Text Document categorization using support vector machine",
journal = "International Research Journal of Engineering and Technology (IRJET)",
Volume = "4",
Issue = "2",
pages = "141-147",
year = "2017",
month = "February",
}
@article{cnndailymail,
title="Teaching machines to read and comprehend",
Author="Hermann K., M. Kocisky, T. Grefenstette, E. Espeholt, L. Kay, W. Suleyman, and Blunsom, P.",
Journal="In Advances in Neural Information Processing Systems",
year="2015",
pages="1684-1692",
}
@article{notreresume,
author = "Gaetano Rossiello, Pierpaolo Basile, and Giovanni Semeraro",
title = "Centroid-based Text Summarization through Compositionality of Word Embeddings",
conference = "Proceedings of the MultiLing 2017 Workshop on Summarization and Summary Evaluation Across Source Types and Genres",
journal ="Association for Computational Linguistics",
pages ="12-21",
year = "2017",
month = "April",
}
@article{riad-belkbir,
author = "Riadh Belkebir and Ahmed Guessoum",
title = "TALAA-ATSF: A Global Operation-Based Arabic Text Summar ization Framework",
journal ="Intelligent Natural Language Processing:
Trends and Applications, Studies in Computational Intelligence",
publisher ="Springer International",
pages ="435-459",
year = "2018",
}
@article{asma-sellab,
author = "Essma Selab and Ahmed Guessoum",
title = "Building TALAA, a Free General and Categorized Arabic Corpus",
journal ="Proceedings of the International Conference on Agents and Artificial Intelligence",
publisher ="Science and Technology Publications, Lda",
pages ="284-291",
year = "2015",
}
@article{perplexite,
author = "David M. Blei, Andrew Y. Ng, and Michael I. Jordan",
title = "Latent Dirichlet Allocation",
journal ="Journal of Machine Learning Research",
volume ="3",
pages ="993-1022",
year = "2003",
month = "March",
}
@article{mesurecateg,
author = "Marina Sokolova, Nathalie Japkowicz, and Stan Szpakowicz",
title = "Beyond Accuracy, F-score and ROC:
a Family of Discriminant Measures for Performance Evaluation",
journal ="American Association for Artificial Intelligence",
year = "2006",
}
@phdthesis{rmse,
author ="Safir Najafi, and Ziad Salam",
title = "Evaluating Prediction Accuracy for Collaborative Filtering Algorithms in Recommender Systems",
school ="KTH Royal Institute OF Technology School of Computer Science and Communication",
Adress = "Stockholm, Sweden",
year ="2016",
}
@inproceedings{fasttext,
title={Advances in Pre-Training Distributed Word Representations},
author={Mikolov, Tomas and Grave, Edouard and Bojanowski, Piotr and Puhrsch, Christian and Joulin, Armand},
booktitle={Proceedings of the International Conference on Language Resources and Evaluation (LREC 2018)},
year={2018}
}
@book{NOSQL3,
author = "K. Chodorow and M. Dirolf",
title = "MongoDB: The Definitive Guide",
year = "2010",
month = "September",
publisher = "O Reilly Media",
}
%~~~~~~~~~~~~~~Chapter4~~~~~~~~~~~~~
@misc{git,
title = {Git 2.8.2 Popular Source Code Management System Released with Over 18 Bug Fixes},
howpublished = {\url{https://news.softpedia.com/news/git-2-8-2-popular-source-code-management-system}},
note = {Consulté : 2018-05-25}
}
@misc{theano,
title = {Theano},
howpublished = {\url{http://www.deeplearning.net/software/theano/}},
note = {Consulté : 31-05-2018}
}
@misc{sublime,
title = {Anatomy of a Next Generation Text Editor},
howpublished = {\url{http://www.sublimetext.com/blog/articles/anatomy-of-a-next-generation-text-editor}},
note = {Consulté : 2018-05-25}
}
@misc{farasa,
title = {QCRI Arabic Language Technologies, Tools and Demos "FARASA"},
howpublished = {\url{http://qatsdemo.cloudapp.net/farasa/}},
note = {Consulté : 2018-05-25}
}
@misc{reactnative,
title = {Découverte de react-native},
howpublished = {\url{https://makina-corpus.com/blog/metier/2016/decouverte-de-react-native}},
note = {Consulté : 2018-05-25}
}
@misc{javascript,
title = {Modulecounts},
howpublished = {\url{https://www.modulecounts.com}},
note = {Consulté : 23-05-2018}
}
@misc{scikit,
title = {Scikit-Learn},
howpublished = {\url{https://www.inria.fr/centre/saclay/actualites/scikit-learn-donne-de-l-intelligence-a-nos-systemes/}},
note = {Consulté : 23-05-2018}
}
@misc{python,
title = {Python},
howpublished = {\url{https://fr.wikibooks.org/wiki/Programmation_Python/Introduction}},
note = {Consulté : 23-05-2018}
}
@misc{nltk,
title = {NLTK},
howpublished = {\url{https://www.nltk.org/}},
note = {Consulté : 23-05-2018}
}
@misc{numpy,
title = {NumPy},
howpublished = {\url{https://openclassrooms.com/courses/decouvrez-les-librairies-python-pour-la-data-science/plongez-dans-la-librairie-numpy}},
note = {Consulté : 23-05-2018}
}
@misc{gensim,
title = {Gensim},
howpublished = {\url{https://radimrehurek.com/gensim/intro.html}},
note = {Consulté : 23-05-2018}
}
@misc{pandas,
title = {NumPy},
howpublished = {\url{https://openclassrooms.com/courses/decouvrez-les-librairies-python-pour-la-data-science/decouvrez-les-dataframes-et-la-librairie-pandas}},
note = {Consulté : 23-05-2018}
}
@misc{matplotlib,
title = {Matplotlib},
howpublished = {\url{https://matplotlib.org/}},
note = {Consulté : 23-05-2018}
}
@misc{pickle,
title = {Pickle},
howpublished = {\url{https://docs.python.org/2/library/pickle.html}},
note = {Consulté : 23-05-2018}
}
@misc{feedparser,
title = {Feedparser},
howpublished = {\url{https://pythonhosted.org/feedparser/introduction.html}},
note = {Consulté : 23-05-2018}
}
@misc{textblob,
title = {TextBlob},
howpublished = {\url{http://textblob.readthedocs.io/en/dev/}},
note = {Consulté : 23-05-2018}
}
@misc{pyrouge,
title = {PyRouge},
howpublished = {\url{https://pypi.org/project/pyrouge/}},
note = {Consulté : 23-05-2018}
}
@misc{pymongo,
title = {PyMongo},
howpublished = {\url{https://api.mongodb.com/python/current/}},
note = {Consulté : 23-05-2018}
}
@misc{pycharm,
title = {PyCharm},
howpublished = {\url{https://www.jetbrains.com/pycharm/features/}},
note = {Consulté : 23-05-2018}
}
@misc{webstorm,
title = {Webstorm},
howpublished = {\url{https://www.jetbrains.com/webstorm/features/}},
note = {Consulté : 23-05-2018}
}
@misc{carnegieYOW,
title = {Yow Dataset},
howpublished = {\url{https://users.soe.ucsc.edu/~yiz/papers/data/YOWStudy/}},
note = {Consulté : 23-05-2018}
}
@misc{pise,
title = {Computer Science Department, University of Pisa},
howpublished = {\url{https://www.unipi.it/}},
note = {Consulté : 23-05-2018}
}
@article{jsonimpl,
title="Foundations of JSON Schema",
Author="Felipe Pezoa, Juan L. Reutter, Fernando Suarez, Martín Ugarte, Domagoj Vrgocˇ",
Journal="the International World Wide Web Conference Committee (IW3C2)",
month="April",
year="2016",
adress="Montréal, Canada",
}
@book{csv,
title="HOW-TO: The Comma Separated Value (CSV) File Format",
Author="Repici, J.",
year="2004" ,
}
@article{rouge1,
title="Automatic Evaluation of Summaries Using N-gram Co-occurrence Statistics",
Author="Lin, Chin-Yew and E.H. Hovy",
Journal="In Proceedings of 2003 Language Technology Conference (HLT-NAACL 2003)",
year="2003",
month="May - June",
}
@article{rouge2,
title="Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram Statistics",
Author="Lin, Chin-Yew and E.H. Hovy",
Journal="In Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL 2004)",
year="2004",
month="July",
}
@misc{synopsis,
title = {Synopsis Dataset},
howpublished = {\url{http://kavita-ganesan.com/opinosis-opinion-dataset.WrJsxGrOWUk}},
note = {Consulté : 23-05-2018}
}
@misc{rouge0,
title = {ROUGE},
howpublished = {\url{http://rxnlp.com/how-rouge-works-for-evaluationsummarization}},
note = {Consulté : 23-05-2018}
}
@phdthesis{boltzman,
title="Extractive Summarization using Deep Learning",
Author="Sukriti Verma and Vagisha Nidhi",
school="Delhi Technological University",
adress="Shahbad Daulatpur, Main Bawana Road, Delhi-110042, India",
}