%% This BibTeX bibliography file was created using BibDesk. %% http://bibdesk.sourceforge.net/ %% Created for Gianmarco De Francisci Morales at 2019-06-03 12:59:09 PM +0200 %% Saved with string encoding Unicode (UTF-8) @article{galan2016supervised, Author = {Gal{\'a}n-Garc{\'\i}a, Patxi and de la Puerta, Jos{\'e} Gaviria and G{\'o}mez, Carlos Laorden and Santos, Igor and Bringas, Pablo Garc{\'\i}a}, Date-Added = {2019-06-03 12:57:56 PM +0200}, Date-Modified = {2019-06-03 12:58:50 PM +0200}, Journal = {Logic Journal of the IGPL}, Number = {1}, Pages = {42--53}, Publisher = {Oxford University Press}, Title = {Supervised machine learning for the detection of troll profiles in twitter social network: Application to a real case of cyberbullying}, Volume = {24}, Year = {2016}} @article{llewellyn2018whom, Author = {Llewellyn, Clare and Cram, Laura and Favero, Adrian and Hill, Robin L}, Journal = {arXiv preprint arXiv:1801.08754}, Title = {For whom the bell trolls: Troll behaviour in the Twitter Brexit debate}, Year = {2018}} @article{kim2019tracking, Archiveprefix = {arXiv}, Author = {Dongwoo Kim and Timothy Graham and Zimin Wan and Marian{-}Andrei Rizoiu}, Journal = {CoRR}, Nourl = {http://arxiv.org/abs/1901.05228}, Title = {Tracking the Digital Traces of Russian Trolls: Distinguishing the Roles and Strategy of Trolls On Twitter}, Volume = {abs/1901.05228}, Year = {2019}} @inproceedings{grover2016node2vec, Author = {Grover, Aditya and Leskovec, Jure}, Booktitle = {Proceedings of the 22nd ACM SIGKDD international conference on Knowledge discovery and data mining}, Organization = {ACM}, Pages = {855--864}, Title = {node2vec: Scalable feature learning for networks}, Year = {2016}} @article{devlin2018bert, Author = {Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina}, Journal = {arXiv preprint arXiv:1810.04805}, Title = {{BERT: Pre-training of deep bidirectional transformers for language understanding}}, Year = {2018}} @article{cai2018comprehensive, Author = {Cai, Hongyun and Zheng, Vincent W and Chang, Kevin Chen-Chuan}, Journal = {IEEE Transactions on Knowledge and Data Engineering}, Number = {9}, Pages = {1616--1637}, Publisher = {IEEE}, Title = {A comprehensive survey of graph embedding: Problems, techniques, and applications}, Volume = {30}, Year = {2018}} @article{liao2018attributed, Author = {Liao, Lizi and He, Xiangnan and Zhang, Hanwang and Chua, Tat-Seng}, Journal = {IEEE Transactions on Knowledge and Data Engineering}, Number = {12}, Pages = {2257--2270}, Publisher = {IEEE}, Title = {Attributed social network embedding}, Volume = {30}, Year = {2018}} @inproceedings{tang2015line, Author = {Tang, Jian and Qu, Meng and Wang, Mingzhe and Zhang, Ming and Yan, Jun and Mei, Qiaozhu}, Booktitle = {Proceedings of the 24th international conference on world wide web}, Organization = {International World Wide Web Conferences Steering Committee}, Pages = {1067--1077}, Title = {Line: Large-scale information network embedding}, Year = {2015}} @article{pan2016tri, Author = {Pan, Shirui and Wu, Jia and Zhu, Xingquan and Zhang, Chengqi and Wang, Yang}, Journal = {Network}, Number = {9}, Pages = {12}, Title = {Tri-party deep network representation}, Volume = {11}, Year = {2016}} @article{goldberg2014word2vec, Author = {Goldberg, Yoav and Levy, Omer}, Journal = {arXiv preprint arXiv:1402.3722}, Title = {word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method}, Year = {2014}} @article{kulkarni2018multi, Author = {Kulkarni, Vivek and Ye, Junting and Skiena, Steven and Wang, William Yang}, Journal = {arXiv preprint arXiv:1809.03485}, Title = {Multi-view Models for Political Ideology Detection of News Articles}, Year = {2018}} @inproceedings{shu2019beyond, Author = {Shu, Kai and Wang, Suhang and Liu, Huan}, Booktitle = {Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining}, Organization = {ACM}, Pages = {312--320}, Title = {Beyond news contents: The role of social context for fake news detection}, Year = {2019}} @article{DBLP:journals/corr/LiaoHZC17, Author = {Lizi Liao and Xiangnan He and Hanwang Zhang and Tat{-}Seng Chua}, Journal = {CoRR}, Title = {Attributed Social Network Embedding}, Volume = {abs/1705.04969}, Year = {2017}} @article{IRA:2018, Author = {Darren L Linvill and Patrick L Warren}, Journal = {Resource Centre on Media Freedom in Europe}, Title = {Troll factories: The internet research agency and state-sponsored agenda building}, Year = {2018}} @article{salo2007conceptual, Author = {Salo, Jari and Karjaluoto, Heikki}, Journal = {Online Information Review}, Number = {5}, Pages = {604--621}, Publisher = {Emerald Group Publishing Limited}, Title = {A conceptual model of trust in the online environment}, Volume = {31}, Year = {2007}} @article{yang2016social, Author = {Yang, Shuiqing and Liu, Yuan and Wei, June}, Journal = {Internet Research}, Number = {4}, Pages = {982--1000}, Publisher = {Emerald Group Publishing Limited}, Title = {Social capital on mobile SNS addiction: A perspective from online and offline channel integrations}, Volume = {26}, Year = {2016}} @inproceedings{derczynski2014pheme, Author = {Derczynski, Leon and Bontcheva, Kalina}, Booktitle = {UMAP Workshops}, Title = {Pheme: Veracity in Digital Social Networks.}, Year = {2014}} @article{lendvai2016contradiction, Author = {Lendvai, Piroska and Reichel, Uwe D}, Journal = {arXiv preprint arXiv:1611.02588}, Title = {Contradiction Detection for Rumorous Claims}, Year = {2016}} @article{zubiaga2016stance, Author = {Zubiaga, Arkaitz and Kochkina, Elena and Liakata, Maria and Procter, Rob and Lukasik, Michal}, Journal = {arXiv preprint arXiv:1609.09028}, Title = {Stance classification in rumours as a sequential task exploiting the tree structure of social media conversations}, Year = {2016}} @inproceedings{olivieri2016improving, Author = {Olivieri, Alex Carmine}, Booktitle = {International Conference on Web Engineering}, Organization = {Springer}, Pages = {519--524}, Title = {Improving Automated Fact-Checking Through the Semantic Web}, Year = {2016}} @inproceedings{shao2016hoaxy, Author = {Shao, Chengcheng and Ciampaglia, Giovanni Luca and Flammini, Alessandro and Menczer, Filippo}, Booktitle = {Proceedings of the 25th International Conference Companion on World Wide Web}, Organization = {International World Wide Web Conferences Steering Committee}, Pages = {745--750}, Title = {Hoaxy: A platform for tracking online misinformation}, Year = {2016}} @inproceedings{mitra2017parsimonious, Author = {Mitra, Tanushree and Wright, G and Gilbert, Eric}, Booktitle = {Proc. CSCW}, Title = {A Parsimonious Language Model of Social Media Credibility Across Disparate Events}, Year = {2017}} @inproceedings{ma2017self, Author = {Ma, Xiao and Hancock, Jeffrey T and Mingjie, Kenneth Lim and Naaman, Mor}, Booktitle = {Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing}, Organization = {ACM}, Pages = {2397--2409}, Title = {Self-Disclosure and Perceived Trustworthiness of Airbnb Host Profiles}, Year = {2017}} @article{agarwal2017characterizing, Author = {Agarwal, Swati and Sureka, Ashish}, Journal = {arXiv preprint arXiv:1701.04931}, Title = {Characterizing Linguistic Attributes for Automatic Classification of Intent Based Racist/Radicalized Posts on Tumblr Micro-Blogging Website}, Year = {2017}} @inproceedings{chen2017harnessing, Author = {Chen, Hao and Mckeever, Susan and Delany, Sarah Jane}, Booktitle = {Advances in Computational Intelligence Systems}, Pages = {187--205}, Publisher = {Springer}, Title = {Harnessing the Power of Text Mining for the Detection of Abusive Content in Social Media}, Year = {2017}} @article{fire2014friend, Author = {Fire, Michael and Kagan, Dima and Elyashar, Aviad and Elovici, Yuval}, Journal = {Social Network Analysis and Mining}, Number = {1}, Pages = {1--23}, Publisher = {Springer}, Title = {Friend or foe? Fake profile identification in online social networks}, Volume = {4}, Year = {2014}} @inproceedings{mccord2011spam, Author = {Mccord, Michael and Chuah, M}, Booktitle = {International Conference on Autonomic and Trusted Computing}, Organization = {Springer}, Pages = {175--186}, Title = {Spam detection on twitter using traditional classifiers}, Year = {2011}} @article{cresci2015fame, Author = {Cresci, Stefano and Di Pietro, Roberto and Petrocchi, Marinella and Spognardi, Angelo and Tesconi, Maurizio}, Journal = {Decision Support Systems}, Pages = {56--71}, Publisher = {Elsevier}, Title = {Fame for sale: efficient detection of fake Twitter followers}, Volume = {80}, Year = {2015}} @article{almaatouq2016if, Author = {Almaatouq, Abdullah and Shmueli, Erez and Nouh, Mariam and Alabdulkareem, Ahmad and Singh, Vivek K and Alsaleh, Mansour and Alarifi, Abdulrahman and Alfaris, Anas and others}, Journal = {International Journal of Information Security}, Number = {5}, Pages = {475--491}, Publisher = {Springer}, Title = {If it looks like a spammer and behaves like a spammer, it must be a spammer: analysis and detection of microblogging spam accounts}, Volume = {15}, Year = {2016}} @article{adewole2017malicious, Author = {Adewole, Kayode Sakariyah and Anuar, Nor Badrul and Kamsin, Amirrudin and Varathan, Kasturi Dewi and Razak, Syed Abdul}, Journal = {Journal of Network and Computer Applications}, Pages = {41--67}, Publisher = {Elsevier}, Title = {Malicious accounts: Dark of the social networks}, Volume = {79}, Year = {2017}} @article{sarna2015content, Author = {Sarna, Geetika and Bhatia, MPS}, Journal = {International Journal Of Machine Learning and Cybernetics}, Pages = {1--13}, Publisher = {Springer}, Title = {Content based approach to find the credibility of user in social networks: an application of cyberbullying}, Year = {2015}} @article{coles2016weaving, Author = {Coles, Bryn Alexander and West, Melanie}, Journal = {Computers in Human Behavior}, Pages = {44--53}, Publisher = {Elsevier}, Title = {Weaving the internet together: Imagined communities in newspaper comment threads}, Volume = {60}, Year = {2016}} @incollection{slee2016school, Author = {Slee, Phillip T and Skrzypiec, Grace}, Booktitle = {Well-Being, Positive Peer Relations and Bullying in School Settings}, Pages = {109--133}, Publisher = {Springer}, Title = {School Bullying, Victimization and Pro-social Behaviour}, Year = {2016}} @article{moore2012anonymity, Author = {Moore, Michael J and Nakano, Tadashi and Enomoto, Akihiro and Suda, Tatsuya}, Journal = {Computers in Human Behavior}, Number = {3}, Pages = {861--867}, Publisher = {Elsevier}, Title = {Anonymity and roles associated with aggressive posts in an online forum}, Volume = {28}, Year = {2012}} @article{thacker2012exploratory, Author = {Thacker, Scott and Griffiths, Mark D}, Journal = {International Journal of Cyber Behavior, Psychology and Learning (IJCBPL)}, Number = {4}, Pages = {17--33}, Publisher = {IGI Global}, Title = {An exploratory study of trolling in online video gaming}, Volume = {2}, Year = {2012}} @article{cole2015s, Author = {Cole, Kirsti K}, Journal = {Feminist Media Studies}, Number = {2}, Pages = {356--358}, Publisher = {Taylor \& Francis}, Title = {``It's Like She's Eager to be Verbally Abused'': Twitter, Trolls, and (En) Gendering Disciplinary Rhetoric}, Volume = {15}, Year = {2015}} @article{virkar2016trolls, Author = {Virkar, Shefali}, Journal = {Threat Mitigation and Detection of Cyber Warfare and Terrorism Activities}, Pages = {111}, Publisher = {IGI Global}, Title = {Trolls Just Want to Have Fun: Electronic Aggression within the}, Year = {2016}} @article{shachaf2010beyond, Author = {Shachaf, Pnina and Hara, Noriko}, Journal = {Journal of Information Science}, Number = {3}, Pages = {357--370}, Publisher = {Sage Publications}, Title = {Beyond vandalism: Wikipedia trolls}, Volume = {36}, Year = {2010}} @article{ruiz2011public, Author = {Ruiz, Carlos and Domingo, David and Mic{\'o}, Josep Llu{\'\i}s and D{\'\i}az-Noci, Javier and Meso, Koldo and Masip, Pere}, Journal = {The International Journal of Press/Politics}, Number = {4}, Pages = {463--487}, Publisher = {Sage Publications Sage CA: Los Angeles, CA}, Title = {Public sphere 2.0? The democratic qualities of citizen debates in online newspapers}, Volume = {16}, Year = {2011}} @article{bishop2014representations, Author = {Bishop, Jonathan}, Journal = {International Journal of Web Based Communities}, Number = {1}, Pages = {7--24}, Publisher = {Inderscience Publishers Ltd}, Title = {Representations of `trolls' in mass media communication: a review of media-texts and moral panics relating to `internet trolling'}, Volume = {10}, Year = {2014}} @inproceedings{bishop2012tackling, Author = {Bishop, J}, Booktitle = {Proceedings of the International Conference on Security and Management (SAM)}, Organization = {The Steering Committee of The World Congress in Computer Science, Computer Engineering and Applied Computing (WorldComp)}, Pages = {1}, Title = {Tackling Internet abuse in Great Britain: Towards a framework for classifying severities of'flame trolling'}, Year = {2012}} @article{binns2012don, Author = {Binns, Amy}, Journal = {Journalism Practice}, Number = {4}, Pages = {547--562}, Publisher = {Taylor \& Francis}, Title = {DON'T FEED THE TROLLS! Managing troublemakers in magazines' online communities}, Volume = {6}, Year = {2012}} @article{coles2016trolling, Author = {Coles, Bryn Alexander and West, Melanie}, Journal = {Computers in Human Behavior}, Pages = {233--244}, Publisher = {Elsevier}, Title = {Trolling the trolls: Online forum users constructions of the nature and properties of trolling}, Volume = {60}, Year = {2016}} @article{kaplan2010users, Author = {Kaplan, Andreas M and Haenlein, Michael}, Journal = {Business horizons}, Number = {1}, Pages = {59--68}, Publisher = {Elsevier}, Title = {Users of the world, unite! The challenges and opportunities of Social Media}, Volume = {53}, Year = {2010}} @article{Garciaacb, Abstract = {sing Latent Semantic Analysis, we quantified the semantic representations of Facebook status updates of 304 individuals in order to predict self-reported personality. We focused on, besides Neuroticism and Extraversion, the Dark Triad of personality: Psychopathy, Narcissism, and Machiavellianism. The semantic content of Facebook updates predicted Psychopathy and Narcissism. These updates had a more "odd" and negatively valance content. Furthermore, Neuroticism, number of Facebook friends, and frequency of status updates were predictable from the status updates. Given that Facebook allows individuals to have major control in how they present themselves and draw benefits from these interactions, we conclude that the Dark Triad, involving socially malevolent behavior such as self-promotion, emotional coldness, duplicity, and aggressiveness, is manifested in Facebook status updates.}, Author = {Garcia, Danilo and Sikstr{\"o}m, Sverker}, Issn = {1873-3549}, Keyword = {Facebook,Extraversion,Dark Triad,Latent Semantic Analysis,Machiavellianism,Narcissism,Neuroticism,Personality,Psychopathy}, Language = {eng}, Pages = {92--96}, Publisher = {Elsevier}, Series = {Personality and Individual Differences}, Title = {The Dark Side of Facebook: Semantic Representations of Status Updates Predict the Dark Triad of Personality}, Volume = {67}, Year = {2014}} @inproceedings{Agichtein:2008:FHC:1341531.1341557, Acmid = {1341557}, Address = {Palo Alto, California, USA}, Author = {Agichtein, Eugene and Castillo, Carlos and Donato, Debora and Gionis, Aristides and Mishne, Gilad}, Booktitle = {Proceedings of the 2008 International Conference on Web Search and Data Mining}, Isbn = {978-1-59593-927-2}, Keywords = {community question answering, media, user interactions}, Noaddress = {New York, NY, USA}, Nodoi = {10.1145/1341531.1341557}, Nopublisher = {ACM}, Nourl = {http://doi.acm.org/10.1145/1341531.1341557}, Numpages = {12}, Pages = {183--194}, Series = {WSDM '08}, Title = {Finding High-quality Content in Social Media}, Year = {2008}} @inproceedings{Papineni:Roukos:Ward:Zhu:2002, Address = {Philadelphia, Pennsylvania, USA}, Author = {Kishore Papineni and Salim Roukos and Todd Ward and Wei-Jing Zhu}, Booktitle = {Proceedings of 40th Annual Meting of the Association for Computational Linguistics}, Pages = {311--318}, Series = {ACL '02}, Title = {{BLEU}: a method for automatic evaluation of machine translation}, Year = {2002}} @inproceedings{Doddington:2002:AEM, Acmid = {1289273}, Address = {San Francisco, CA, USA}, Author = {Doddington, George}, Booktitle = {Proceedings of the Second International Conference on Human Language Technology Research}, Location = {San Diego, California}, Numpages = {8}, Pages = {138--145}, Publisher = {Morgan Kaufmann Publishers Inc.}, Series = {HLT '02}, Title = {Automatic Evaluation of Machine Translation Quality Using N-gram Co-occurrence Statistics}, Year = {2002}} @inproceedings{Snover06astudy, Address = {Cambridge, Massachusetts, USA}, Author = {Matthew Snover and Bonnie Dorr and Richard Schwartz and Linnea Micciulla and John Makhoul}, Booktitle = {Proceedings of the 7th Biennial Conference of the Association for Machine Translation in the Americas}, Series = {AMTA '06}, Title = {A study of translation edit rate with targeted human annotation}, Year = {2006}} @article{Lavie:2009:MMA, Address = {Hingham, Massachusetts, USA}, Author = {Lavie, Alon and Denkowski, Michael}, Journal = {Machine Translation}, Number = {2--3}, Pages = {105--115}, Publisher = {Kluwer Academic Publishers}, Title = {The {METEOR} Metric for Automatic Evaluation of Machine Translation}, Volume = {23}, Year = {2009}} @inproceedings{socher-EtAl:2013:ACL2013, Address = {Sofia, Bulgaria}, Author = {Socher, Richard and Bauer, John and Manning, Christopher D. and Andrew Y., Ng}, Booktitle = {Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)}, Month = {August}, Pages = {455--465}, Title = {Parsing with Compositional Vector Grammars}, Year = {2013}} @inproceedings{mohammad-kiritchenko-zhu:2013:SemEval-2013, Address = {Atlanta, Georgia, USA}, Author = {Mohammad, Saif and Kiritchenko, Svetlana and Zhu, Xiaodan}, Booktitle = {Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation}, Nomonth = {June}, Nopublisher = {Association for Computational Linguistics}, Pages = {321--327}, Series = {SemEval~'2013}, Title = {{NRC-Canada}: Building the State-of-the-Art in Sentiment Analysis of Tweets}, Year = {2013}} @inproceedings{Castillo:2011:ICT:1963405.1963500, Address = {Hyderabad, India}, Author = {Castillo, Carlos and Mendoza, Marcelo and Poblete, Barbara}, Booktitle = {Proceedings of the 20th International Conference on World Wide Web}, Isbn = {978-1-4503-0632-4}, Noaddress = {New York, NY, USA}, Nopublisher = {ACM}, Numpages = {10}, Pages = {675--684}, Series = {WWW '11}, Title = {Information Credibility on Twitter}, Year = {2011}} @article{fleiss1971mns, Author = {Fleiss, Joseph L.}, Journal = {Psychological Bulletin}, Number = 5, Pages = {378--382}, Timestamp = {2009-03-31T11:05:45.000+0200}, Title = {Measuring nominal scale agreement among many raters}, Volume = 76, Year = 1971} @article{Landis:Koch:1977, Author = {J. Richard Landis and Gary G. Koch}, Issn = {0006341X, 15410420}, Journal = {Biometrics}, Number = {1}, Pages = {159--174}, Publisher = {Wiley, International Biometric Society}, Title = {The Measurement of Observer Agreement for Categorical Data}, Volume = {33}, Year = {1977}} @article{verduyn2017social, Author = {Verduyn, Philippe and Ybarra, Oscar and R{\'e}sibois, Maxime and Jonides, John and Kross, Ethan}, Journal = {Social Issues and Policy Review}, Publisher = {Wiley-Blackwell Publishing Ltd.}, Title = {Do Social Network Sites Enhance or Undermine Subjective Well-Being: A Critical Review}, Year = {2017}} @article{koohikamali2017beyond, Author = {Koohikamali, Mehrdad and Peak, Daniel A and Prybutok, Victor R}, Journal = {Computers in Human Behavior}, Pages = {29--42}, Publisher = {Elsevier}, Title = {Beyond self-disclosure: Disclosure of information about others in social network sites}, Volume = {69}, Year = {2017}} @article{Fox, Acmid = {2965278}, Address = {Amsterdam, The Netherlands, The Netherlands}, Author = {Fox, Jesse and Moreland, Jennifer J.}, Issn = {0747-5632}, Issue_Date = {April 2015}, Journal = {Comput. Hum. Behav.}, Keywords = {Facebook addiction, Jealousy, Privacy management, Relationship conflict, Social comparison, Social networking sites}, Month = apr, Number = {C}, Numpages = {9}, Pages = {168--176}, Publisher = {Elsevier Science Publishers B. V.}, Title = {The Dark Side of Social Networking Sites}, Volume = {45}, Year = {2015}} @article{Dellarocas06, Added-At = {2010-03-08T00:00:00.000+0100}, Author = {Dellarocas, Chrysanthos}, Biburl = {http://www.bibsonomy.org/bibtex/2ef4f6815008a6f09f2c5aefb2e8264b7/dblp}, Date = {2010-03-08}, Description = {dblp}, Interhash = {cc598098c932c51ecb3d2060f0009124}, Intrahash = {ef4f6815008a6f09f2c5aefb2e8264b7}, Journal = {Management Science}, Keywords = {dblp}, Noee = {http://dx.doi.org/10.1287/mnsc.1060.0567}, Nourl = {http://dblp.uni-trier.de/db/journals/mansci/mansci52.html#Dellarocas06}, Number = 10, Pages = {1577-1593}, Timestamp = {2010-03-09T11:34:37.000+0100}, Title = {Strategic Manipulation of Internet Opinion Forums: Implications for Consumers and Firms.}, Volume = 52, Year = 2006} @article{Bivol.bg-yotova, Author = {Bivol}, Date = {2014-05-23}, Title = {BULGARIAN SOCIALIST MEP PAID 1 500 LEVS (€ 750) PER MONTH FOR INTERNET TROLLS}, Url = {https://bivol.bg/en/trolls-yotova-1500-english.html}, Year = 2014, Bdsk-Url-1 = {https://bivol.bg/en/trolls-yotova-1500-english.html}} @article{Forbes-Rusia-Trolls, Author = {Forbes}, Date = {2014-06-05}, Title = {Russia's Media Trolls}, Url = {http://www.forbes.com/sites/peterhimler/2014/05/06/russias-media-trolls/}, Year = 2014, Bdsk-Url-1 = {http://www.forbes.com/sites/peterhimler/2014/05/06/russias-media-trolls/}} @article{Guardian-Russia-Trolling, Author = {TheGuardian UK}, Date = {2014-05-04}, Nourl = {http://www.theguardian.com/commentisfree/2014/may/04/pro-russia-trolls-ukraine-guardian-online}, Title = {The readers' editor on pro-Russia trolling below the line on Ukraine stories}, Year = 2014} @article{Bivol.bg-trollogie, Author = {Bivol}, Date = {2014-05-23}, Title = {``Trollogie'' -- from Scientific Communism to Neo-liberalism in Manipulating Public Opinion in Virtual Space}, Url = {https://bivol.bg/en/trollogie-from-scientific-communism-to-neo-liberalism-in-manipulating-public-opinion-in-virtual-space.html}, Year = 2014, Bdsk-Url-1 = {https://bivol.bg/en/trollogie-from-scientific-communism-to-neo-liberalism-in-manipulating-public-opinion-in-virtual-space.html}} @inproceedings{derczynski2014spatio, Author = {Derczynski, Leon and Bontcheva, Kalina}, Booktitle = {Proceedings 10th Joint ISO-ACL SIGSEM Workshop on Interoperable Semantic Annotation}, Pages = {65}, Title = {Spatio-temporal grounding of claims made on the web, in PHEME}, Year = {2014}} @inproceedings{cambria2010not, Address = {Shanghai, China}, Author = {Cambria, Erik and Chandra, Praphul and Sharma, Avinash and Hussain, Amir}, Booktitle = {Proceedings of the 3rd International Workshop on Social Data on the Web}, Series = {SDoW~'10}, Title = {Do not feel the trolls}, Year = {2010}} @article{sebastiani2002machine, Author = {Sebastiani, Fabrizio}, Journal = {ACM computing surveys (CSUR)}, Number = {1}, Pages = {1--47}, Publisher = {ACM}, Title = {Machine learning in automated text categorization}, Volume = {34}, Year = {2002}} @inproceedings{dave2003mining, Address = {Budapest, Hungary}, Author = {Dave, Kushal and Lawrence, Steve and Pennock, David M}, Booktitle = {Proceedings of the 12th International World Wide Web conference}, Pages = {519--528}, Series = {WWW~'03}, Title = {Mining the peanut gallery: Opinion extraction and semantic classification of product reviews}, Year = {2003}} @inproceedings{hu2004mining, Address = {Seattle, Washington, USA}, Author = {Hu, Minqing and Liu, Bing}, Booktitle = {Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}, Pages = {168--177}, Series = {KDD~'04}, Title = {Mining and summarizing customer reviews}, Year = {2004}} @incollection{li2006combining, Author = {Li, Wenbin and Zhong, Ning and Liu, Chunnian}, Booktitle = {Foundations of Intelligent Systems}, Pages = {729--738}, Publisher = {Springer}, Title = {Combining multiple email filters based on multivariate statistical analysis}, Year = {2006}} @inproceedings{rowe2009assessing, Address = {Heraklion, Greece}, Author = {Matthew Rowe and Jonathan Butters}, Booktitle = {Proceedings of the First Workshop on Trust and Privacy on the Social and Semantic Web}, Series = {SPOT~'09}, Title = {{Assessing Trust: Contextual Accountability}}, Year = {2009}} @inproceedings{chen2012detecting, Address = {Amsterdam, Netherlands}, Author = {Chen, Ying and Zhou, Yilu and Zhu, Sencun and Xu, Heng}, Booktitle = {Proceedings of the 2012 International Conference on Privacy, Security, Risk and Trust and of the 2012 International Conference on Social Computing}, Pages = {71--80}, Series = {PASSAT/SocialCom~'12}, Title = {Detecting offensive language in social media to protect adolescent online safety}, Year = {2012}} @inproceedings{kumar2014accurately, Address = {Beijing, China}, Author = {Kumar, Srijan and Spezzano, Francesca and Subrahmanian, VS}, Booktitle = {Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining}, Pages = {188--195}, Series = {ASONAM~'14}, Title = {Accurately detecting trolls in Slashdot Zoo via decluttering}, Year = {2014}} @article{libsvm, Author = {Chang, Chih-Chung and Lin, Chih-Jen}, Issue = {3}, Journal = {ACM Transactions on Intelligent Systems and Technology}, Note = {Software available at \url{http://www.csie.ntu.edu.tw/~cjlin/libsvm}}, Pages = {27:1--27:27}, Title = {{LIBSVM}: A library for support vector machines}, Volume = {2}, Year = {2011}} @article{Castillo:2011:AWS, Acmid = {1969845}, Address = {Hanover, MA, USA}, Author = {Castillo, Carlos and Davison, Brian D.}, Issn = {1554-0669}, Issue_Date = {May 2011}, Journal = {Found. Trends Inf. Retr.}, Month = may, Nodoi = {10.1561/1500000021}, Nourl = {http://dx.doi.org/10.1561/1500000021}, Number = {5}, Numpages = {110}, Pages = {377--486}, Publisher = {Now Publishers Inc.}, Title = {Adversarial Web Search}, Volume = {4}, Year = {2011}} @inproceedings{Xu:2012:FLS, Acmid = {2346686}, Address = {Beijing, China}, Articleno = {10}, Author = {Xu, Jun-Ming and Zhu, Xiaojin and Bellmore, Amy}, Booktitle = {Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining}, Isbn = {978-1-4503-1543-2}, Keywords = {bullying, sentiment analysis, social media mining}, Noaddress = {New York, NY, USA}, Nodoi = {10.1145/2346676.2346686}, Nopublisher = {ACM}, Nourl = {http://doi.acm.org/10.1145/2346676.2346686}, Numpages = {6}, Pages = {10:1--10:6}, Series = {WISDOM '12}, Title = {Fast Learning for Sentiment Analysis on Bullying}, Year = {2012}} @article{mahmud2008detecting, Author = {Mahmud, Altaf and Ahmed, Kazi Zubair and Khan, Mumit}, Publisher = {BRAC University}, Title = {Detecting flames and insults in text}, Year = {2008}} @article{herring2002searching, Author = {Herring, Susan and Job-Sluder, Kirk and Scheckler, Rebecca and Barab, Sasha}, Journal = {The Information Society}, Number = {5}, Pages = {371--384}, Publisher = {Taylor \& Francis}, Title = {Searching for safety online: Managing ``trolling'' in a feminist forum}, Volume = {18}, Year = {2002}} @inproceedings{xu2010filtering, Address = {Redmond, Washington, USA}, Author = {Xu, Zhi and Zhu, Sencun}, Booktitle = {Proceedings of the Seventh Annual Collaboration, Electronic Messaging, Anti-Abuse and Spam Conference}, Series = {CEAS~'10}, Title = {Filtering offensive language in online communities using grammatical relations}, Year = {2010}} @inproceedings{Nakov2003Bulstem, Author = {Preslav Nakov}, Booktitle = {Proceedings of Workshop on Balkan Language Resources and Tools (1st Balkan Conference in Informatics), Thessaloniki, Greece, November, 2003}, Title = {{BulStem}: Design and Evaluation of Inflectional Stemmer for {B}ulgarian}, Year = {2003}} @article{Ortega20122884, Author = {F. Javier Ortega and Jos{\'e} A. Troyano and Ferm{\'\i}n L. Cruz and Carlos G. Vallejo and Fernando Enr{\'\i}quez}, Issn = {1389-1286}, Journal = {Computer Networks}, Keywords = {Ranking algorithms}, Nourl = {http://www.sciencedirect.com/science/article/pii/S138912861200179X}, Number = {12}, Pages = {2884 - 2895}, Title = {Propagation of trust and distrust for the detection of trolls in a social network}, Volume = {56}, Year = {2012}} @article{buckels2014trolls, Author = {Buckels, Erin E and Trapnell, Paul D and Paulhus, Delroy L}, Journal = {Personality and individual Differences}, Pages = {97--102}, Publisher = {Elsevier}, Title = {Trolls just want to have fun}, Volume = {67}, Year = {2014}} @article{Fan2008Liblinear, Acmid = {1442794}, Author = {Fan, Rong-En and Chang, Kai-Wei and Hsieh, Cho-Jui and Wang, Xiang-Rui and Lin, Chih-Jen}, Issn = {1532-4435}, Issue_Date = {6/1/2008}, Journal = {J. Mach. Learn. Res.}, Month = jun, Nourl = {http://dl.acm.org/citation.cfm?id=1390681.1442794}, Numpages = {4}, Pages = {1871--1874}, Publisher = {JMLR.org}, Title = {LIBLINEAR: A Library for Large Linear Classification}, Volume = {9}, Year = {2008}} @inproceedings{rehurek_lrec, Address = {Valletta, Malta}, Author = {Radim {\v R}eh{\r u}{\v r}ek and Petr Sojka}, Booktitle = {{Proceedings of the LREC 2010 Workshop on New Challenges for NLP Frameworks}}, Day = 22, Language = {English}, Month = May, Note = {\url{http://is.muni.cz/publication/884893/en}}, Pages = {45--50}, Publisher = {ELRA}, Title = {{Software Framework for Topic Modelling with Large Corpora}}, Year = 2010} @inproceedings{mikolov-yih-zweig:2013:NAACL-HLT, Address = {Atlanta, Georgia}, Author = {Mikolov, Tomas and Yih, Wen-tau and Zweig, Geoffrey}, Booktitle = {Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies}, Nomonth = {June}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://www.aclweb.org/anthology/N13-1090}, Pages = {746--751}, Title = {Linguistic Regularities in Continuous Space Word Representations}, Year = {2013}} @inproceedings{Seah2015, Address = {Washington, DC, USA}, Author = {Seah, Chun-Wei and Chieu, Hai Leong and Chai, Kian Ming Adam and Teow, Loo-Nin and Yeong, Lee Wei}, Booktitle = {Proceedings of the 18th International Conference on Information Fusion}, Pages = {792-799}, Series = {FUSION~'15}, Title = {Troll detection by domain-adapting sentiment analysis}, Year = 2015} @inproceedings{ott2011, Abstract = {{Consumers increasingly rate, review and research products online (Jansen, 2010; Litvin et al., 2008). Consequently, websites containing consumer reviews are becoming targets of opinion spam. While recent work has focused primarily on manually identifiable instances of opinion spam, in this work we study deceptive opinion spam---fictitious opinions that have been deliberately written to sound authentic. Integrating work from psychology and computational linguistics, we develop and compare three approaches to detecting deceptive opinion spam, and ultimately develop a classifier that is nearly 90\% accurate on our gold-standard opinion spam dataset. Based on feature analysis of our learned models, we additionally make several theoretical contributions, including revealing a relationship between deceptive opinions and imaginative writing.}}, Acmid = {2002512}, Address = {Portland, Oregon}, Author = {Ott, Myle and Choi, Yejin and Cardie, Claire and Hancock, Jeffrey T.}, Booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1}, Isbn = {978-1-932432-87-9}, Noaddress = {Stroudsburg, PA, USA}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://dl.acm.org/citation.cfm?id=2002472.2002512}, Numpages = {11}, Pages = {309--319}, Series = {HLT '11}, Title = {Finding Deceptive Opinion Spam by Any Stretch of the Imagination}, Year = {2011}} @inproceedings{Ratkiewicz:2011:TMS:1963192.1963301, Acmid = {1963301}, Address = {Hyderabad, India}, Author = {Ratkiewicz, Jacob and Conover, Michael and Meiss, Mark and Gon\c{c}alves, Bruno and Patil, Snehal and Flammini, Alessandro and Menczer, Filippo}, Booktitle = {Proceedings of the 20th International Conference Companion on World Wide Web}, Isbn = {978-1-4503-0637-9}, Keywords = {classification, information diffusion, memes, microblogs, politics, social media, truthy, twitter}, Noaddress = {New York, NY, USA}, Nodoi = {10.1145/1963192.1963301}, Nopublisher = {ACM}, Nourl = {http://doi.acm.org/10.1145/1963192.1963301}, Numpages = {4}, Pages = {249--252}, Series = {WWW '11}, Title = {Truthy: Mapping the Spread of Astroturf in Microblog Streams}, Year = {2011}} @inproceedings{Ratkiewicz2011DetectingAT, Author = {Jacob Ratkiewicz and Michael Conover and Mark Meiss and Bruno Gon{\c c}alves and Alessandro Flammini and Filippo Menczer}, Booktitle = {ICWSM}, Title = {Detecting and Tracking Political Abuse in Social Media}, Year = {2011}} @article{Ratkiewicz2010DetectingAT, Author = {Jacob Ratkiewicz and Michael Conover and Mark Meiss and Bruno Gon{\c c}alves and Snehal Patil and Alessandro Flammini and Filippo Menczer}, Journal = {CoRR}, Title = {Detecting and Tracking the Spread of Astroturf Memes in Microblog Streams}, Volume = {abs/1011.3768}, Year = {2010}} @inproceedings{Wilson:2005:RCP:1220575.1220619, Acmid = {1220619}, Address = {Vancouver, British Columbia, Canada}, Author = {Wilson, Theresa and Wiebe, Janyce and Hoffmann, Paul}, Booktitle = {Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing}, Noaddress = {Stroudsburg, PA, USA}, Nodoi = {10.3115/1220575.1220619}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://dx.doi.org/10.3115/1220575.1220619}, Numpages = {8}, Pages = {347--354}, Series = {HLT '05}, Title = {Recognizing Contextual Polarity in Phrase-level Sentiment Analysis}, Year = {2005}} @article{Mohammad13, Author = {Mohammad, Saif M. and Turney, Peter D.}, Booktitle = {Computational Intelligence}, Journal = {Computational Intelligence}, Number = {3}, Pages = {436--465}, Title = {Crowdsourcing a Word-Emotion Association Lexicon}, Volume = {29}, Year = {2013}} @inproceedings{Liu2005, Author = {Bing Liu and Minqing Hu and Junsheng Cheng}, Booktitle = {Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005}, Isbn = {1-59593-046-9}, Noee = {http://doi.acm.org/10.1145/1060745.1060797}, Pages = {342-351}, Series = {WWW '05}, Title = {Opinion observer: analyzing and comparing opinions on the Web}, Year = {2005}} @book{Cunningham:2011a, Author = {Cunningham, Hamish and Maynard, Diana and Bontcheva, Kalina}, Isbn = {0956599311, 9780956599315}, Publisher = {Gateway Press CA}, Title = {Text Processing with {GATE}}, Year = {2011}} @inproceedings{Simov02buildinga, Address = {Canary Islands, Spain}, Author = {Kiril Simov and Petya Osenova and Milena Slavcheva and Sia Kolkovska and Elisaveta Balabanova and Dimitar Doikoff and Krassimira Ivanova and Er Simov and Milen Kouylekov}, Booktitle = {Proceedings of the Third International Conference on Language Resources and Evaluation}, Nopages = {pages}, Series = {LREC~'02}, Title = {Building a linguistically interpreted corpus of {B}ulgarian: the {BulTreeBank}}, Year = {2002}} @inproceedings{velichkov-EtAl:2014:SemEval, Address = {Dublin, Ireland}, Author = {Velichkov, Boris and Kapukaranov, Borislav and Grozev, Ivan and Karanesheva, Jeni and Mihaylov, Todor and Kiprov, Yasen and Nakov, Preslav and Koychev, Ivan and Georgiev, Georgi}, Booktitle = {Proceedings of the 8th International Workshop on Semantic Evaluation}, Nomonth = {August}, Nopublisher = {Association for Computational Linguistics and Dublin City University}, Nourl = {http://www.aclweb.org/anthology/S14-2103}, Pages = {590--595}, Series = {SemEval~'14}, Title = {{SU-FMI}: System Description for {SemEval}-2014 Task 9 on Sentiment Analysis in {T}witter}, Year = {2014}} @inproceedings{Cunningham2002, Address = {Philadelphia, Pennsylvania, USA}, Author = {Hamish Cunningham and Diana Maynard and Kalina Bontcheva and Valentin Tablan}, Booktitle = {Proceedings of 40th Annual Meeting of the Association for Computational Linguistics}, Nodoi = {10.3115/1073083.1073112}, Nomonth = {July}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://www.aclweb.org/anthology/P02-1022}, Pages = {168--175}, Series = {ACL~'02}, Title = {{GATE}: an Architecture for Development of Robust {HLT} applications}, Year = {2002}} @inproceedings{Mihaylov2015FindingOM, Address = {Beijing, China}, Author = {Mihaylov, Todor and Georgiev, Georgi and Nakov, Preslav}, Booktitle = {Proceedings of the Nineteenth Conference on Computational Natural Language Learning}, Nomonth = {July}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://www.aclweb.org/anthology/K15-1032}, Pages = {310--314}, Series = {CoNLL~'15}, Title = {Finding Opinion Manipulation Trolls in News Community Forums}, Year = {2015}} @inproceedings{Mihaylov2015ExposingPO, Address = {Hissar, Bulgaria}, Author = {Mihaylov, Todor and Koychev, Ivan and Georgiev, Georgi and Nakov, Preslav}, Booktitle = {Proceedings of the International Conference Recent Advances in Natural Language Processing}, Nomonth = {September}, Nopublisher = {INCOMA Ltd. Shoumen, BULGARIA}, Nourl = {http://www.aclweb.org/anthology/R15-1058}, Pages = {443--450}, Series = {RANLP~'15}, Title = {Exposing Paid Opinion Manipulation Trolls}, Year = {2015}} @article{scikit-learn, Author = {Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V. and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P. and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.}, Journal = {Journal of Machine Learning Research}, Pages = {2825--2830}, Title = {Scikit-learn: Machine Learning in {P}ython}, Volume = {12}, Year = {2011}} @inproceedings{Nakov:2003:BIS, Acmid = {973690}, Address = {Rousse, Bulgaria}, Author = {Nakov, Preslav}, Booktitle = {Proceedings of the 4th International Conference on Computer Systems and Technologies: E-Learning}, Isbn = {954-9641-33-3}, Keywords = {information retrieval, lemmatization, machine learning, stemming, text processing}, Noaddress = {New York, NY, USA}, Nodoi = {10.1145/973620.973690}, Nopublisher = {ACM}, Nourl = {http://doi.acm.org/10.1145/973620.973690}, Numpages = {6}, Pages = {419--424}, Series = {CompSysTech '03}, Title = {Building an Inflectional Stemmer for {B}ulgarian}, Year = {2003}} @inproceedings{georgiev-EtAl:2009:RANLP09, Address = {Borovets, Bulgaria}, Author = {Georgiev, Georgi and Nakov, Preslav and Ganchev, Kuzman and Osenova, Petya and Simov, Kiril}, Booktitle = {Proceedings of the International Conference Recent Advances in Natural Language Processing}, Nomonth = {September}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://www.aclweb.org/anthology/R09-1022}, Pages = {113--117}, Series = {RANLP~'09}, Title = {Feature-Rich Named Entity Recognition for {B}ulgarian Using Conditional Random Fields}, Year = {2009}} @inproceedings{barroncedeno-EtAl:2015:ACL-IJCNLP, Address = {Beijing, China}, Author = {Barr\'{o}n-Cede\~{n}o, Alberto and Filice, Simone and Da San Martino, Giovanni and Joty, Shafiq and M\`{a}rquez, Llu\'{i}s and Nakov, Preslav and Moschitti, Alessandro}, Booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)}, Nomonth = {July}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://www.aclweb.org/anthology/P15-2113}, Pages = {687--693}, Series = {ACL-IJCNLP~'15}, Title = {Thread-Level Information for Comment Classification in Community Question Answering}, Year = {2015}} @inproceedings{joty-EtAl:2015:EMNLP1, Author = {Joty, Shafiq and Barr\'{o}n-Cede\~{n}o, Alberto and Da San Martino, Giovanni and Filice, Simone and M\`{a}rquez, Llu\'{i}s and Moschitti, Alessandro and Nakov, Preslav}, Booktitle = {Proc. EMNLP}, Noaddress = {Lisbon, Portugal}, Nopublisher = {Association for Computational Linguistics}, Nourl = {https://aclweb.org/anthology/D/D15/D15-1068}, Pages = {573--578}, Title = {Global Thread-level Inference for Comment Classification in Community Question Answering}, Year = {2015}} @inproceedings{Canini:2011, Author = {K. R. Canini and B. Suh and P. L. Pirolli}, Booktitle = {Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), 2011 IEEE Third International Conference on}, Keywords = {information management;social networking (online);user interfaces;content structure;credibility judgment;information credibility;information quality;information relevance;information source;social network user identification;social network user ranking;social structure;source credibility;Algorithm design and analysis;Analytical models;Appraisal;Tag clouds;Twitter;Visualization}, Month = {Oct}, Nodoi = {10.1109/PASSAT/SocialCom.2011.91}, Pages = {1-8}, Title = {Finding Credible Information Sources in Social Networks Based on Content and Social Structure}, Year = {2011}} @inproceedings{lukasik-cohn-bontcheva:2015:ACL-IJCNLP, Address = {Beijing, China}, Author = {Lukasik, Michal and Cohn, Trevor and Bontcheva, Kalina}, Booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing}, series = {ACL-IJCNLP~'15}, Month = {July}, Nourl = {http://www.aclweb.org/anthology/P15-2085}, Pages = {518--523}, NOPublisher = {Association for Computational Linguistics}, Title = {Point Process Modelling of Rumour Dynamics in Social Media}, Year = {2015}} @inproceedings{Ma:2015:DRU, Acmid = {2806607}, Address = {Melbourne, Australia}, Author = {Ma, Jing and Gao, Wei and Wei, Zhongyu and Lu, Yueming and Wong, Kam-Fai}, Booktitle = {Proceedings of the 24th ACM International on Conference on Information and Knowledge Management}, Isbn = {978-1-4503-3794-6}, Keywords = {rumor detection, social context, temporal, time series}, Noaddress = {New York, NY, USA}, Nodoi = {10.1145/2806416.2806607}, Nopublisher = {ACM}, Nourl = {http://doi.acm.org/10.1145/2806416.2806607}, Numpages = {4}, Pages = {1751--1754}, Series = {CIKM '15}, Title = {Detect Rumors Using Time Series of Social Context Information on Microblogging Websites}, Year = {2015}} @article{PlosONE:2016, Author = {Zubiaga, Arkaitz AND Liakata, Maria AND Procter, Rob AND Wong Sak Hoi, Geraldine AND Tolmie, Peter}, Journal = {PLoS ONE}, Month = {03}, Nodoi = {10.1371/journal.pone.0150989}, Nourl = {http://dx.doi.org/10.1371%2Fjournal.pone.0150989}, Number = {3}, Pages = {1-29}, Publisher = {Public Library of Science}, Title = {Analysing How People Orient to and Spread Rumours in Social Media by Looking at Conversational Threads}, Volume = {11}, Year = {2016}, Bdsk-Url-1 = {http://dx.doi.org/10.1371%2Fjournal.pone.0150989}, Bdsk-Url-2 = {http://dx.doi.org/10.1371/journal.pone.0150989}} @inproceedings{nakov-EtAl:2015:SemEval, Address = {Denver, Colorado}, Author = {Nakov, Preslav and M\`{a}rquez, Llu\'{i}s and Magdy, Walid and Moschitti, Alessandro and Glass, Jim and Randeree, Bilal}, Booktitle = {Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)}, Nomonth = {June}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://www.aclweb.org/anthology/S15-2047}, Pages = {269--281}, Title = {SemEval-2015 Task 3: Answer Selection in Community Question Answering}, Year = {2015}} @inproceedings{nakov-EtAl:2016:SemEval, Address = {San Diego, California}, Author = {Nakov, Preslav and M\`{a}rquez, Llu\'{i}s and Moschitti, Alessandro and Magdy, Walid and Mubarak, Hamdy and Freihat, Abed Alhakim and Glass, Jim and Randeree, Bilal}, Booktitle = {Proceedings of SemEval-2016}, Nomonth = {June}, Nopublisher = {Association for Computational Linguistics}, Series = {SemEval '16}, Title = {{SemEval-2016 Task 3: Community Question Answering}}, Year = {2016}} @inproceedings{Mihaylov:2017:SIGIR:goodness, Address = {Tokyo, Japan}, Author = {Todor Mihaylov and Daniel Balchev and Yasen Kiprov and Ivan Koychev and Preslav Nakov}, Booktitle = {Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieva}, Nomonth = {August}, Pages = {1185-1188}, Series = {SIGIR~'17}, Title = {Large-Scale Goodness Polarity Lexicons for Community Question Answering}, Year = {2017}} @inproceedings{RANLP2017:credibility:trolls, Address = {Varna, Bulgaria}, Author = {Preslav Nakov and Tsvetomila Mihaylova and Llu\'is M\`arquez and Yashkumar Shiroya and Ivan Koychev}, Booktitle = {Proceedings of the International Conference on Recent Advances in Natural Language Processing}, Series = {RANLP~'17}, Title = {Do Not Trust the Trolls: Predicting Credibility in Community Question Answering Forums}, Year = {2017}} @inproceedings{balchev-EtAl:2016:SemEval, Address = {San Diego, California, USA}, Author = {Balchev, Daniel and Kiprov, Yasen and Koychev, Ivan and Nakov, Preslav}, Booktitle = {Proceedings of the 10th International Workshop on Semantic Evaluation}, Nomonth = {June}, Nopublisher = {Association for Computational Linguistics}, Pages = {844--850}, Series = {SemEval~'2016}, Title = {{PMI}-cool at {SemEval}-2016 Task 3: Experiments with {PMI} and Goodness Polarity Lexicons for Community Question Answering}, Year = {2016}} @inproceedings{joty-marquez-nakov:2016:N16-1, Address = {San Diego, California, USA}, Author = {Joty, Shafiq and M\`{a}rquez, Llu\'{i}s and Nakov, Preslav}, Booktitle = {Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies}, Nomonth = {June}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://www.aclweb.org/anthology/N16-1084}, Pages = {703--713}, Series = {NAACL-HLT~'16}, Title = {Joint Learning with Global Inference for Comment Classification in Community Question Answering}, Year = {2016}} @inproceedings{RANLP2017:debates, Address = {Varna, Bulgaria}, Author = {Pepa Gencheva and Preslav Nakov and Llu\'{i}s M\`{a}rquez and Alberto Barr\'on-Cede{\~n}o and Ivan Koychev}, Booktitle = {Proceedings of the International Conference on Recent Advances in Natural Language Processing}, Series = {RANLP~'17}, Title = {A Context-Aware Approach for Detecting Worth-Checking Claims in Political Debates}, Year = {2017}} @inproceedings{RANLP2017:clickbait, Address = {Varna, Bulgaria}, Author = {Georgi Karadzhov and Pepa Gencheva and Preslav Nakov and Ivan Koychev}, Booktitle = {Proceedings of the International Conference on Recent Advances in Natural Language Processing}, Series = {RANLP~'17}, Title = {We Built a Fake News \& Click-bait Filter: What Happened Next Will Blow Your Mind!}, Year = {2017}} @inproceedings{Hardalov2016, Address = {Varna, Bulgaria}, Author = {Hardalov, Momchil and Koychev, Ivan and Nakov, Preslav}, Booktitle = {Proceedings of the 17th International Conference on Artificial Intelligence: Methodology, Systems, and Applications}, Isbn = {978-3-319-44748-3}, Nodoi = {10.1007/978-3-319-44748-3_17}, Noeditor = {Dichev, Christo and Agre, Gennady}, Pages = {172--180}, Series = {AIMSA~'16}, Title = {{I}n search of credible news}, Year = {2016}} @inproceedings{RANLP2017:factchecking:external, Address = {Varna, Bulgaria}, Author = {Georgi Karadzhov and Preslav Nakov and Llu\'{i}s M\`{a}rquez and Alberto Barr\'on-Cede{\~n}o and Ivan Koychev}, Booktitle = {Proceedings of the International Conference on Recent Advances in Natural Language Processing}, Series = {RANLP~'17}, Title = {Fully Automated Fact Checking Using External Sources}, Year = {2017}} @article{newsarticle-Forbes-Rusia-Trolls, Author = {Peter Himler}, Date = {2014-06-05}, Publisher = {Forbes}, Title = {Russia's Media Trolls}, Url = {http://www.forbes.com/sites/peterhimler/2014/05/06/russias-media-trolls/}, Year = 2014, Bdsk-Url-1 = {http://www.forbes.com/sites/peterhimler/2014/05/06/russias-media-trolls/}} @article{newsarticle-Guardian-Russia-Trolling, Author = {Chris Elliott}, Date = {2014-05-04}, Publisher = {TheGuardian UK}, Title = {The readers' editor on pro-Russia trolling below the line on Ukraine stories}, Url = {http://www.theguardian.com/commentisfree/2014/may/04/pro-russia-trolls-ukraine-guardian-online}, Year = 2014, Bdsk-Url-1 = {http://www.theguardian.com/commentisfree/2014/may/04/pro-russia-trolls-ukraine-guardian-online}} @article{newsarticle-Bivol.bg-trollogie, Date = {2014-05-23}, Publisher = {Bivol}, Title = {``Trollogie'' -- from Scientific Communism to Neo-liberalism in Manipulating Public Opinion in Virtual Space}, Url = {https://bivol.bg/en/trollogie-from-scientific-communism-to-neo-liberalism-in-manipulating-public-opinion-in-virtual-space.html}, Year = 2014, Bdsk-Url-1 = {https://bivol.bg/en/trollogie-from-scientific-communism-to-neo-liberalism-in-manipulating-public-opinion-in-virtual-space.html}} @inproceedings{mukherjee2015leveraging, Acmid = {2806537}, Address = {Melbourne, Australia}, Author = {Mukherjee, Subhabrata and Weikum, Gerhard}, Booktitle = {Proceedings of the 24th ACM International on Conference on Information and Knowledge Management}, Keywords = {credibility, news community, probabilistic graphical models}, Noaddress = {New York, NY, USA}, Nodoi = {10.1145/2806416.2806537}, Noisbn = {978-1-4503-3794-6}, Nopublisher = {ACM}, Nourl = {http://doi.acm.org/10.1145/2806416.2806537}, Numpages = {10}, Pages = {353--362}, Series = {CIKM~'15}, Title = {Leveraging Joint Interactions for Credibility Analysis in News Communities}, Year = {2015}} @inproceedings{SolorioHM14, Address = {Reykjavik, Iceland}, Author = {Thamar Solorio and Ragib Hasan and Mainul Mizan}, Booktitle = {Proceedings of the Ninth International Conference on Language Resources and Evaluation}, Nourl = {http://www.lrec-conf.org/proceedings/lrec2014/summaries/1007.html}, Pages = {1355--1358}, Series = {LREC~'14}, Title = {Sockpuppet Detection in Wikipedia: {A} Corpus of Real-World Deceptive Writing for Linking Identities}, Year = {2014}} @article{Bu:2013:SPD:2400768.2401510, Acmid = {2401510}, Address = {Amsterdam, The Netherlands, The Netherlands}, Author = {Bu, Zhan and Xia, Zhengyou and Wang, Jiandong}, Issn = {0950-7051}, Issue_Date = {January, 2013}, Journal = {Know.-Based Syst.}, Keywords = {Authorship identification, Community detection, Hypothesis test, Sock puppet, Virtual spaces}, Month = jan, Nodoi = {10.1016/j.knosys.2012.08.016}, Nourl = {http://dx.doi.org/10.1016/j.knosys.2012.08.016}, Numpages = {12}, Pages = {366--377}, Publisher = {Elsevier Science Publishers B. V.}, Title = {A Sock Puppet Detection Algorithm on Virtual Spaces}, Volume = {37}, Year = {2013}} @inproceedings{ma2016detecting, Address = {New York, New York, USA}, Author = {Ma, Jing and Gao, Wei and Mitra, Prasenjit and Kwon, Sejeong and Jansen, Bernard J. and Wong, Kam-Fai and Cha, Meeyoung}, Booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence}, Noacmid = {3061153}, Noisbn = {978-1-57735-770-4}, Nopublisher = {AAAI Press}, Nourl = {http://dl.acm.org/citation.cfm?id=3061053.3061153}, Numpages = {7}, Pages = {3818--3824}, Series = {IJCAI~'16}, Title = {Detecting Rumors from Microblogs with Recurrent Neural Networks}, Year = {2016}} @article{Liu:2016:SGD:2872563.2872566, Acmid = {2872566}, Address = {Secaucus, NJ, USA}, Author = {Liu, Dong and Wu, Quanyuan and Han, Weihong and Zhou, Bin}, Issn = {2095-2228}, Issue_Date = {February 2016}, Journal = {Front. Comput. Sci.}, Keywords = {sentiment orientation, social media site, sockpuppet gang detection, user behavior feature}, Month = feb, Nodoi = {10.1007/s11704-015-4287-7}, Nourl = {http://dx.doi.org/10.1007/s11704-015-4287-7}, Number = {1}, Numpages = {12}, Pages = {124--135}, Publisher = {Springer-Verlag New York, Inc.}, Title = {Sockpuppet Gang Detection on Social Media Sites}, Volume = {10}, Year = {2016}} @inproceedings{Chen:2013:BIW:2492517.2492637, Acmid = {2492637}, Address = {New York, NY, USA}, Author = {Chen, Cheng and Wu, Kui and Srinivasan, Venkatesh and Zhang, Xudong}, Booktitle = {Proceedings of the International Conference on Advances in Social Networks Analysis and Mining}, Isbn = {978-1-4503-2240-9}, Location = {Niagara, Ontario, Canada}, Nodoi = {10.1145/2492517.2492637}, Nopublisher = {ACM}, Nourl = {http://doi.acm.org/10.1145/2492517.2492637}, Numpages = {5}, Pages = {116--120}, Series = {ASONAM '13}, Title = {Battling the Internet Water Army: Detection of Hidden Paid Posters}, Year = {2013}} @inproceedings{Kumar:2017:AMS:3038912.3052677, Address = {Perth, Australia}, Author = {Kumar, Srijan and Cheng, Justin and Leskovec, Jure and Subrahmanian, V.S.}, Booktitle = {Proceedings of the 26th International Conference on World Wide Web}, Isbn = {978-1-4503-4913-0}, Keywords = {antisocial behavior, malicious users, multiple account use}, Noacmid = {3052677}, Noaddress = {Republic and Canton of Geneva, Switzerland}, Nodoi = {10.1145/3038912.3052677}, Nopublisher = {International World Wide Web Conferences Steering Committee}, Nourl = {https://doi.org/10.1145/3038912.3052677}, Numpages = {10}, Pages = {857--866}, Series = {WWW~'17}, Title = {An Army of Me: Sockpuppets in Online Discussion Communities}, Year = {2017}} @inproceedings{morris2012tweeting, Author = {Morris, Meredith Ringel and Counts, Scott and Roseway, Asta and Hoff, Aaron and Schwarz, Julia}, Booktitle = {Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work}, Organization = {ACM}, Pages = {441--450}, Title = {Tweeting is believing?: understanding microblog credibility perceptions}, Year = {2012}} @inproceedings{SeminarUsers2017, Address = {Oxford, UK}, Author = {Kareem Darwish and Dimitar Alexandrov and Preslav Nakov and Yelena Mejova}, Booktitle = {Proceedings of the 9th International Conference on Social Informatics}, Nobibsource = {dblp computer science bibliography, http://dblp.org}, Nobiburl = {http://dblp.uni-trier.de/rec/bib/conf/socinfo/DarwishANM17}, Nodoi = {10.1007/978-3-319-67217-5_7}, Notimestamp = {Wed, 06 Sep 2017 08:49:37 +0200}, Nourl = {https://doi.org/10.1007/978-3-319-67217-5_7}, Pages = {91--108}, Series = {SocInfo~'17}, Title = {Seminar Users in the {A}rabic {T}witter Sphere}, Year = {2017}} @article{castillo2013predicting, Author = {Castillo, Carlos and Mendoza, Marcelo and Poblete, Barbara}, Journal = {Internet Research}, Number = {5}, Pages = {560--588}, Title = {Predicting information credibility in time-sensitive social media}, Volume = {23}, Year = {2013}} @inproceedings{gupta2013faking, Author = {Gupta, Aditi and Lamba, Hemank and Kumaraguru, Ponnurangam and Joshi, Anupam}, Booktitle = {Proceedings of the 22nd international conference on World Wide Web}, Organization = {ACM}, Pages = {729--736}, Title = {Faking sandy: characterizing and identifying fake images on twitter during hurricane sandy}, Year = {2013}} @inproceedings{Wei:2015:FTS:2808797.2809316, Acmid = {2809316}, Address = {Paris, France}, Author = {Wei, Wei and Joseph, Kenneth and Liu, Huan and Carley, Kathleen M.}, Booktitle = {Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015}, Isbn = {978-1-4503-3854-7}, Numpages = {8}, Pages = {9--16}, Series = {ASONAM '15}, Title = {{T}he fragility of {T}witter social networks against suspended users}, Year = {2015}} @inproceedings{mihaylov-nakov:2016:P16-2, Address = {Berlin, Germany}, Author = {Mihaylov, Todor and Nakov, Preslav}, Booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics}, Nomonth = {August}, Nourl = {http://anthology.aclweb.org/P16-2065}, Pages = {399--405}, Series = {ACL~'16}, Title = {Hunting for troll comments in news community forums}, Year = {2016}} @inproceedings{SemEval2016:task3:SemanticZ, Address = {San Diego, California, USA}, Author = {Todor Mihaylov and Preslav Nakov}, Booktitle = {Proceedings of the International Workshop on Semantic Evaluation}, Pages = {879--886}, Series = {SemEval~'16}, Title = {{SemanticZ at SemEval-2016 Task 3}: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings}, Year = {2016}} @inproceedings{Gazan:2016, Acmid = {2914603}, Address = {Halifax, Canada}, Author = {Rich Gazan}, Booktitle = {Proceedings of the 27th ACM Conference on Hypertext and Social Media}, Isbn = {978-1-4503-4247-6}, Noaddress = {New York, NY, USA}, Nodoi = {10.1145/2914586.2914603}, Nokeywords = {boundary objects, community Q\&\#38;A, community management, online communities}, Nopublisher = {ACM}, Nourl = {http://doi.acm.org/10.1145/2914586.2914603}, Numpages = {10}, Pages = {27--36}, Series = {HT '16}, Title = {Seven Words You Can't Say on {A}nswerbag: Contested Terms and Conflict in a Social {Q\&A} Community}, Year = {2016}} @article{Donath:1999, Author = {J. Donath}, Journal = {Communities in Cyberspace}, Pages = {29--59}, Title = {Identity and deception in the virtual community}, Year = {1999}} @inproceedings{guzman-EtAl:2015:ACL-IJCNLP, Address = {Beijing, China}, Author = {Guzm\'{a}n, Francisco and Joty, Shafiq and M\`{a}rquez, Llu\'{i}s and Nakov, Preslav}, Booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing}, Nomonth = {July}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://www.aclweb.org/anthology/P15-1078}, Pages = {805--814}, Series = {ACL-IJCNP~'15}, Title = {Pairwise Neural Machine Translation Evaluation}, Year = {2015}} @article{Guzman:2017:MTE, Acmid = {3103743}, Author = {Guzm\'{a}n, Francisco and Joty, Shafiq and M\`{a}rquez, Llu\'{i}s and Nakov, Preslav}, Issn = {0885-2308}, Journal = {Comput. Speech Lang.}, Keywords = {Deep neural networks, Distributed representation of texts, Machine translation, Reference-based MT evaluation, Textual similarity}, Noaddress = {London, UK, UK}, Nodoi = {10.1016/j.csl.2016.12.005}, Noissue_Date = {September 2017}, Nomonth = sep, Nopublisher = {Academic Press Ltd.}, Nourl = {https://doi.org/10.1016/j.csl.2016.12.005}, Number = {C}, Numpages = {21}, Pages = {180--200}, Title = {Machine Translation Evaluation with Neural Networks}, Volume = {45}, Year = {2017}} @inproceedings{SemEval-2017:task3, Address = {Vancouver, Canada}, Author = {Nakov, Preslav and Hoogeveen, Doris and M\`{a}rquez, Llu\'{i}s and Moschitti, Alessandro and Mubarak, Hamdy and Baldwin, Timothy and Verspoor, Karin}, Booktitle = {Proceedings of the 11th International Workshop on Semantic Evaluation}, Nomonth = {August}, Nopublisher = {Association for Computational Linguistics}, Pages = {27--48}, Series = {SemEval '17}, Title = {{SemEval}-2017 Task 3: Community Question Answering}, Year = {2017}} @inproceedings{Popat:2017:TLE:3041021.3055133, Acmid = {3055133}, Address = {Perth, Australia}, Author = {Popat, Kashyap and Mukherjee, Subhabrata and Str\"{o}tgen, Jannik and Weikum, Gerhard}, Booktitle = {Proceedings of the 26th International Conference on World Wide Web Companion}, Keywords = {credibility analysis, rumor and hoax detection, text mining}, Noaddress = {Republic and Canton of Geneva, Switzerland}, Nodoi = {10.1145/3041021.3055133}, Noisbn = {978-1-4503-4914-7}, Nopublisher = {International World Wide Web Conferences Steering Committee}, Nourl = {https://doi.org/10.1145/3041021.3055133}, Numpages = {10}, Pages = {1003--1012}, Series = {WWW~'17}, Title = {Where the Truth Lies: Explaining the Credibility of Emerging Claims on the Web and Social Media}, Year = {2017}} @inproceedings{Hassan:15, Address = {Melbourne, Australia}, Author = {Hassan, Naeemul and Li, Chengkai and Tremayne, Mark}, Booktitle = {Proceedings of the 24th ACM International Conference on Information and Knowledge Management}, Month = {10}, Pages = {1835-1838}, Series = {CIKM~'15}, Title = {Detecting Check-worthy Factual Claims in Presidential Debates}, Year = {2015}} @inproceedings{jovanoski-pachovski-nakov:2016:COLING, Address = {Osaka, Japan}, Author = {Jovanoski, Dame and Pachovski, Veno and Nakov, Preslav}, Booktitle = {Proceedings of the 26th International Conference on Computational Linguistics: Technical Papers}, Nomonth = {December}, Nopublisher = {The COLING 2016 Organizing Committee}, Nourl = {http://aclweb.org/anthology/C16-1147}, Pages = {1557--1567}, Series = {COLING~'16}, Title = {On the Impact of Seed Words on Sentiment Polarity Lexicon Induction}, Year = {2016}} @inproceedings{kapukaranov-nakov:2015:RANLP2015, Address = {Hissar, Bulgaria}, Author = {Kapukaranov, Borislav and Nakov, Preslav}, Booktitle = {Proceedings of the International Conference Recent Advances in Natural Language Processing}, Nomonth = {September}, Nopublisher = {INCOMA Ltd. Shoumen, BULGARIA}, Nourl = {http://www.aclweb.org/anthology/R15-1036}, Pages = {266--274}, Series = {RANLP~'15}, Title = {Fine-Grained Sentiment Analysis for Movie Reviews in {B}ulgarian}, Year = {2015}} @inproceedings{AAAI2018:factchecking, Address = {New Orleans, Louisiana, USA}, Author = {Tsvetomila Mihaylova and Preslav Nakov and Llu\'{i}s M\`{a}rquez and Alberto Barr\'on-Cede{\~n}o and Mitra Mohtarami and Georgi Karadjov and James Glass}, Booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence}, Pages = {879--886}, Series = {AAAI~'18}, Title = {Fact Checking in Community Forums}, Year = {2018}} @article{DBLP:journals/intr/LiGWZ16, Author = {Xiaodong Li and Xinshuai Guo and Chuang Wang and Shengliang Zhang}, Journal = {Internet Research}, Nodoi = {10.1108/IntR-03-2015-0063}, Nourl = {https://doi.org/10.1108/IntR-03-2015-0063}, Number = {5}, Pages = {1112--1133}, Title = {Do buyers express their true assessment? {A}ntecedents and consequences of customer praise feedback behaviour on {T}aobao}, Volume = {26}, Year = {2016}} @article{DBLP:journals/intr/OrtizCT17, Author = {Jaime Ortiz and Wen{-}Hai Chih and Hsiu{-}Chen Teng}, Journal = {Internet Research}, Nodoi = {10.1108/IntR-09-2016-0276}, Nourl = {https://doi.org/10.1108/IntR-09-2016-0276}, Number = {5}, Pages = {1058--1084}, Title = {Electronic word of mouth in the Taiwanese social networking community: participation factors}, Volume = {27}, Year = {2017}} @article{WONG2018247, Author = {Randy Y.M. Wong and Christy M.K. Cheung and Bo Xiao}, Issn = {0747-5632}, Journal = {Computers in Human Behavior}, Keywords = {Cyberbullying perpetration, Cyberbullying victimization, Gender, I theory, Perceived online disinhibition, Self-control}, Nodoi = {https://doi.org/10.1016/j.chb.2017.10.022}, Nourl = {http://www.sciencedirect.com/science/article/pii/S0747563217305952}, Pages = {247 - 257}, Title = {Does gender matter in cyberbullying perpetration? {A}n empirical investigation}, Volume = {79}, Year = {2018}} @article{Dellarocas:2003:DWM:970700.970709, Acmid = {970709}, Address = {Institute for Operations Research and the Management Sciences (INFORMS), Linthicum, Maryland, USA}, Author = {Dellarocas, Chrysanthos}, Doi = {10.1287/mnsc.49.10.1407.17308}, Issn = {0025-1909}, Issue_Date = {October 2003}, Journal = {Manage. Sci.}, Keywords = {Reputation mechanisms; online feedback; electronic markets; trust; internet; game theory}, Month = oct, Number = {10}, Numpages = {18}, Pages = {1407--1424}, Publisher = {INFORMS}, Title = {The Digitization of Word of Mouth: Promise and Challenges of Online Feedback Mechanisms}, Url = {http://dx.doi.org/10.1287/mnsc.49.10.1407.17308}, Volume = {49}, Year = {2003}, Bdsk-Url-1 = {http://dx.doi.org/10.1287/mnsc.49.10.1407.17308}} @article{Keller2017, Abstract = {This project investigates political astroturfing, that is, hidden propaganda by powerful political actors aimed at mimicking grassroots activity, on social media. We focus on Twitter accounts used by the South Korean secret service to influence the 2012 presidential elections in favor of the eventual winner, Park Geun-hye. Two independent cluster analyses based on activity patterns of the Twitter accounts and textual features of tweets reliably reveal that there are three groups of NIS accounts, including one group that engages mostly in retweeting, and another group focused on posting news articles with a link. We show that these groups reflect different strategic agendas and correspond to several secret service agents identified in the court documents. We argue that these patterns of coordinated tweeting are consistent with predictions derived from principal-agent theory, and should therefore appear in other astroturfing campaigns as well.}, Author = {Keller, Franziska and Schoch, David and Stier, Sebastian and Yang, JungHwan}, Isbn = {9781577357889}, Journal = {Proceedings of the Eleventh International AAAI Conference on Web and Social Media}, Keywords = {Poster Papers}, Number = {June}, Pages = {564--567}, Title = {{How to Manipulate Social Media: Analyzing Political Astroturfing Using Ground Truth Data from South Korea}}, Url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15638/14870}, Year = {2017}, Bdsk-Url-1 = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15638/14870}} @inproceedings{P17-1066, Address = {Vancouver, Canada}, Author = {Ma, Jing and Gao, Wei and Wong, Kam-Fai}, Booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics}, Nodoi = {10.18653/v1/P17-1066}, Nopublisher = {Association for Computational Linguistics}, Nourl = {http://www.aclweb.org/anthology/P17-1066}, Pages = {708--717}, Series = {ACL~'17}, Title = {Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning}, Year = {2017}} @article{ZHUANG201824, Author = {Mengzhou Zhuang and Geng Cui and Ling Peng}, Issn = {0148-2963}, Journal = {Journal of Business Research}, Keywords = {Online product reviews, Manipulation, Suspicion, Persuasion knowledge, E-commerce}, Nodoi = {https://doi.org/10.1016/j.jbusres.2018.02.016}, Nourl = {http://www.sciencedirect.com/science/article/pii/S0148296318300912}, Pages = {24 - 35}, Title = {Manufactured opinions: The effect of manipulating online product reviews}, Volume = {87}, Year = {2018}} @inproceedings{NapolesPT17, Address = {Montr{\'{e}}al, Qu{\'{e}}bec, Canada}, Author = {Courtney Napoles and Aasish Pappu and Joel R. Tetreault}, Booktitle = {Proceedings of the Eleventh International Conference on Web and Social Media}, Nourl = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15673}, Pages = {628--631}, Series = {ICWSM~'17}, Title = {Automatically Identifying Good Conversations Online (Yes, They Do Exist!)}, Year = {2017}} @article{MOQBEL2018109, Author = {Murad Moqbel and Ned Kock}, Issn = {0378-7206}, Journal = {Information \& Management}, Keywords = {Social networking sites addiction, Distraction, Health, Social cognitive theory, Positive emotions, Performance}, Nodoi = {https://doi.org/10.1016/j.im.2017.05.001}, Nourl = {http://www.sciencedirect.com/science/article/pii/S0378720617303919}, Number = {1}, Pages = {109 - 119}, Title = {Unveiling the dark side of social networking sites: Personal and work-related consequences of social networking site addiction}, Volume = {55}, Year = {2018}} @inproceedings{Cheng:2017, Acmid = {2998213}, Address = {Portland, Oregon, USA}, Author = {Cheng, Justin and Bernstein, Michael and Danescu-Niculescu-Mizil, Cristian and Leskovec, Jure}, Booktitle = {Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing}, Isbn = {978-1-4503-4335-0}, Keywords = {antisocial behavior, online communities, trolling}, Noaddress = {New York, NY, USA}, Nodoi = {10.1145/2998181.2998213}, Nopublisher = {ACM}, Nourl = {http://doi.acm.org/10.1145/2998181.2998213}, Numpages = {14}, Pages = {1217--1230}, Series = {CSCW '17}, Title = {Anyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions}, Year = {2017}} @article{Vosoughi1146, Author = {Vosoughi, Soroush and Roy, Deb and Aral, Sinan}, Issn = {0036-8075}, Journal = {Science}, Nodoi = {10.1126/science.aap9559}, Noeprint = {http://science.sciencemag.org/content/359/6380/1146.full.pdf}, Nopublisher = {American Association for the Advancement of Science}, Nourl = {http://science.sciencemag.org/content/359/6380/1146}, Number = {6380}, Pages = {1146--1151}, Title = {The spread of true and false news online}, Volume = {359}, Year = {2018}} @article{Lazer1094, Author = {Lazer, David M. J. and Baum, Matthew A. and Benkler, Yochai and Berinsky, Adam J. and Greenhill, Kelly M. and Menczer, Filippo and Metzger, Miriam J. and Nyhan, Brendan and Pennycook, Gordon and Rothschild, David and Schudson, Michael and Sloman, Steven A. and Sunstein, Cass R. and Thorson, Emily A. and Watts, Duncan J. and Zittrain, Jonathan L.}, Issn = {0036-8075}, Journal = {Science}, Nodoi = {10.1126/science.aao2998}, Noeprint = {http://science.sciencemag.org/content/359/6380/1094.full.pdf}, Nopublisher = {American Association for the Advancement of Science}, Nourl = {http://science.sciencemag.org/content/359/6380/1094}, Number = {6380}, Pages = {1094--1096}, Title = {The science of fake news}, Volume = {359}, Year = {2018}} @inproceedings{NAACL2018:claimrank, Address = {New Orleans, LA, USA}, Author = {Israa Jaradat and Pepa Gencheva and Alberto Barr\'on-Cede{\~n}o and Llu\'{i}s M\`{a}rquez and Preslav Nakov}, Booktitle = {Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies}, Nomonth = {June}, Series = {NAACL-HLT~'18}, Title = {{ClaimRank}: Detecting Check-Worthy Claims in {A}rabic and {E}nglish}, Year = {2018}} @inproceedings{NAACL2018:stance, Address = {New Orleans, Louisiana, USA}, Author = {Mitra Mohtarami and Ramy Baly and James Glass and Preslav Nakov and Llu\'{i}s M\`{a}rquez and Alessandro Moschitti}, Booktitle = {Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies}, Nomonth = {June}, Series = {NAACL-HLT~'18}, Title = {Automatic Stance Detection Using End-to-End Memory Networks}, Year = {2018}} @article{DBLP:journals/intr/AgagEAA16, Author = {Gomaa Agag and Ahmed A. El{-}Masry and Nawaf Sulaiman Alharbi and Ahmed Ahmed Almamy}, Bibsource = {dblp computer science bibliography, https://dblp.org}, Biburl = {https://dblp.org/rec/bib/journals/intr/AgagEAA16}, Doi = {10.1108/IntR-09-2015-0272}, Journal = {Internet Research}, Number = {5}, Pages = {1158--1180}, Timestamp = {Wed, 14 Jun 2017 20:33:31 +0200}, Title = {Development and validation of an instrument to measure online retailing ethics: Consumers' perspective}, Url = {https://doi.org/10.1108/IntR-09-2015-0272}, Volume = {26}, Year = {2016}, Bdsk-Url-1 = {https://doi.org/10.1108/IntR-09-2015-0272}} @article{DBLP:journals/intr/AraujoN12, Author = {Theo Araujo and Peter Neijens}, Bibsource = {dblp computer science bibliography, https://dblp.org}, Biburl = {https://dblp.org/rec/bib/journals/intr/AraujoN12}, Doi = {10.1108/10662241211271581}, Journal = {Internet Research}, Number = {5}, Pages = {626--640}, Timestamp = {Tue, 06 Jun 2017 22:22:08 +0200}, Title = {Friend me: Which factors influence top global brands participation in social network sites}, Url = {https://doi.org/10.1108/10662241211271581}, Volume = {22}, Year = {2012}, Bdsk-Url-1 = {https://doi.org/10.1108/10662241211271581}} @article{DBLP:journals/intr/BaeY17, Author = {Beom Jun Bae and Yong Jeong Yi}, Bibsource = {dblp computer science bibliography, https://dblp.org}, Biburl = {https://dblp.org/rec/bib/journals/intr/BaeY17}, Doi = {10.1108/IntR-08-2016-0245}, Journal = {Internet Research}, Number = {5}, Pages = {1104--1121}, Timestamp = {Tue, 21 Nov 2017 16:36:26 +0100}, Title = {What answers do questioners want on social Q{\&}A? User preferences of answers about STDs}, Url = {https://doi.org/10.1108/IntR-08-2016-0245}, Volume = {27}, Year = {2017}, Bdsk-Url-1 = {https://doi.org/10.1108/IntR-08-2016-0245}} @article{DBLP:journals/intr/BijmoltHK14, Author = {Tammo H. A. Bijmolt and Eelko K. R. E. Huizingh and Adriana Krawczyk}, Journal = {Internet Research}, Nodoi = {10.1108/IntR-03-2012-0056}, Nourl = {https://doi.org/10.1108/IntR-03-2012-0056}, Number = {5}, Pages = {608--628}, Title = {Effects of complaint behaviour and service recovery satisfaction on consumer intentions to repurchase on the internet}, Volume = {24}, Year = {2014}} @article{DBLP:journals/intr/CaoGVZ16, Author = {Xiongfei Cao and Xitong Guo and Douglas R. 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Tseng}, Bibsource = {dblp computer science bibliography, https://dblp.org}, Biburl = {https://dblp.org/rec/bib/journals/intr/ChangHT13}, Doi = {10.1108/IntR-06-2012-0107}, Journal = {Internet Research}, Number = {4}, Pages = {486--506}, Timestamp = {Sun, 28 May 2017 13:20:54 +0200}, Title = {Online brand community response to negative brand events: the role of group eWOM}, Url = {https://doi.org/10.1108/IntR-06-2012-0107}, Volume = {23}, Year = {2013}, Bdsk-Url-1 = {https://doi.org/10.1108/IntR-06-2012-0107}} @article{DBLP:journals/intr/Chen17, Author = {Chi{-}Wen Chen}, Journal = {Internet Research}, Nodoi = {10.1108/IntR-08-2016-0243}, Nourl = {https://doi.org/10.1108/IntR-08-2016-0243}, Number = {3}, Pages = {478--494}, Title = {Five-star or thumbs-up? 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