{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T21:31:48Z","timestamp":1779312708769,"version":"3.51.4"},"reference-count":108,"publisher":"Association for Computing Machinery (ACM)","issue":"3","license":[{"start":{"date-parts":[[2015,12,22]],"date-time":"2015-12-22T00:00:00Z","timestamp":1450742400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Comput. Surv."],"published-print":{"date-parts":[[2016,2,8]]},"abstract":"<jats:p>User-generated content (UGC) on the Web, especially on social media platforms, facilitates the association of additional information with digital resources; thus, it can provide valuable supplementary content. However, UGC varies in quality and, consequently, raises the challenge of how to maximize its utility for a variety of end-users. This study aims to provide researchers and Web data curators with comprehensive answers to the following questions: What are the existing approaches and methods for assessing and ranking UGC? What features and metrics have been used successfully to assess and predict UGC value across a range of application domains? What methods can be effectively employed to maximize that value? This survey is composed of a systematic review of approaches for assessing and ranking UGC: results are obtained by identifying and comparing methodologies within the context of short text-based UGC on the Web. Existing assessment and ranking approaches adopt one of four framework types: the community-based framework takes into consideration the value assigned to content by a crowd of humans, the end-user--based framework adapts and personalizes the assessment and ranking process with respect to a single end-user, the designer-based framework encodes the software designer\u2019s values in the assessment and ranking method, and the hybrid framework employs methods from more than one of these types. This survey suggests a need for further experimentation and encourages the development of new approaches for the assessment and ranking of UGC.<\/jats:p>","DOI":"10.1145\/2811282","type":"journal-article","created":{"date-parts":[[2015,12,22]],"date-time":"2015-12-22T14:11:19Z","timestamp":1450793479000},"page":"1-49","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":25,"title":["A Survey on Assessment and Ranking Methodologies for User-Generated Content on the Web"],"prefix":"10.1145","volume":"48","author":[{"given":"Elaheh","family":"Momeni","sequence":"first","affiliation":[{"name":"Faculty of Computer Science, University of Vienna, Vienna, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Claire","family":"Cardie","sequence":"additional","affiliation":[{"name":"Departments of Computer Science and Information Science, Cornell University, Ithaca, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicholas","family":"Diakopoulos","sequence":"additional","affiliation":[{"name":"College of Journalism, University of Maryland, College Park, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2015,12,22]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.5555\/2063016.2063018"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1341531.1341557"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2528394.2528396"},{"key":"e_1_2_1_4_1","volume-title":"Proceedings of the 6th International AAAI Conference on Weblog and Social Media (ICWSM\u201912)","author":"An Jisun","year":"2012","unstructured":"Jisun An , Meeyoung Cha , Krishna Gummadi , Jon Crowcroft , and Daniele Quercia . 2012 . Visualizing media bias through Twitter . In Proceedings of the 6th International AAAI Conference on Weblog and Social Media (ICWSM\u201912) . Jisun An, Meeyoung Cha, Krishna Gummadi, Jon Crowcroft, and Daniele Quercia. 2012. Visualizing media bias through Twitter. In Proceedings of the 6th International AAAI Conference on Weblog and Social Media (ICWSM\u201912)."},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488398"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1940761.1940851"},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124360"},{"key":"e_1_2_1_8_1","volume-title":"Proceedings of the 5th International AAAI Conference on Weblogs and Social Media (ICWSM\u201911)","author":"Becker Hila","year":"2011","unstructured":"Hila Becker , Mor Naaman , and Luis Gravano . 2011 a. Beyond trending topics: Real-world event identification on Twitter . In Proceedings of the 5th International AAAI Conference on Weblogs and Social Media (ICWSM\u201911) . Hila Becker, Mor Naaman, and Luis Gravano. 2011a. Beyond trending topics: Real-world event identification on Twitter. In Proceedings of the 5th International AAAI Conference on Weblogs and Social Media (ICWSM\u201911)."},{"key":"e_1_2_1_9_1","volume-title":"Proceedings of the 5th International AAAI Conference on Weblogs and Social Media (ICWSM\u201911)","author":"Becker Hila","year":"2011","unstructured":"Hila Becker , Mor Naaman , and Luis Gravano . 2011 b. Selecting quality Twitter content for events . In Proceedings of the 5th International AAAI Conference on Weblogs and Social Media (ICWSM\u201911) . Hila Becker, Mor Naaman, and Luis Gravano. 2011b. Selecting quality Twitter content for events. In Proceedings of the 5th International AAAI Conference on Weblogs and Social Media (ICWSM\u201911)."},{"key":"e_1_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1031607.1031642"},{"key":"e_1_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1866029.1866077"},{"key":"e_1_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/1367497.1367561"},{"key":"e_1_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526717"},{"key":"e_1_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/279943.279962"},{"key":"e_1_2_1_15_1","volume-title":"Proceedings of the 7th International AAAI Conference on Weblog and Social Media (ICWSM\u201913)","author":"Burgess Matthew","year":"2013","unstructured":"Matthew Burgess , Alessandra Mazzia , Eytan Adar , and Michael Cafarella . 2013 . Leveraging noisy lists for social feed ranking . In Proceedings of the 7th International AAAI Conference on Weblog and Social Media (ICWSM\u201913) . Matthew Burgess, Alessandra Mazzia, Eytan Adar, and Michael Cafarella. 2013. Leveraging noisy lists for social feed ranking. In Proceedings of the 7th International AAAI Conference on Weblog and Social Media (ICWSM\u201913)."},{"key":"e_1_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84628-905-7_2"},{"key":"e_1_2_1_17_1","volume-title":"Proceedings of the 2011 IEEE 3rd International Conference on Privacy, Security, Risk, and Trust and the 2011 IEEE 3rd International Conference on Social Computing. IEEE","author":"Canini Kevin R.","unstructured":"Kevin R. Canini , Bongwon Suh , and Peter L. Pirolli . 2011. Finding credible information sources in social networks based on content and social structure . In Proceedings of the 2011 IEEE 3rd International Conference on Privacy, Security, Risk, and Trust and the 2011 IEEE 3rd International Conference on Social Computing. IEEE , Los Alamitos, CA. Kevin R. Canini, Bongwon Suh, and Peter L. Pirolli. 2011. Finding credible information sources in social networks based on content and social structure. In Proceedings of the 2011 IEEE 3rd International Conference on Privacy, Security, Risk, and Trust and the 2011 IEEE 3rd International Conference on Social Computing. IEEE, Los Alamitos, CA."},{"key":"e_1_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963500"},{"key":"e_1_2_1_19_1","volume-title":"Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems","volume":"2","author":"Cavallo Ruggiero","year":"2012","unstructured":"Ruggiero Cavallo and Shaili Jain . 2012 . Efficient crowdsourcing contests . In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems , Volume 2 (AAMAS\u201912). Ruggiero Cavallo and Shaili Jain. 2012. Efficient crowdsourcing contests. In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems, Volume 2 (AAMAS\u201912)."},{"key":"e_1_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1978942.1978974"},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753503"},{"key":"e_1_2_1_22_1","volume-title":"Proceedings of the 6th International AAAI Conference on Weblogs and Social Media.","author":"Choudhury Munmun De","year":"2012","unstructured":"Munmun De Choudhury , Scott Counts , and Michael Gamon . 2012 . Not all moods are created equal&excl; Exploring human emotional states in social media . In Proceedings of the 6th International AAAI Conference on Weblogs and Social Media. Munmun De Choudhury, Scott Counts, and Michael Gamon. 2012. Not all moods are created equal&excl; Exploring human emotional states in social media. In Proceedings of the 6th International AAAI Conference on Weblogs and Social Media."},{"key":"e_1_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526729"},{"key":"e_1_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2675133.2675160"},{"key":"e_1_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2207676.2208409"},{"key":"e_1_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1958824.1958844"},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753502"},{"key":"e_1_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1080\/19331681.2012.665755"},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/1282100.1282158"},{"key":"e_1_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.188"},{"key":"e_1_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2509002.2509006"},{"key":"e_1_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1993574.1993603"},{"key":"e_1_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963428"},{"key":"e_1_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2187836.2187970"},{"key":"e_1_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35063-4_8"},{"key":"e_1_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/1718918.1718961"},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/1882471.1882480"},{"key":"e_1_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/1998076.1998086"},{"key":"e_1_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1518819"},{"key":"e_1_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357191"},{"key":"e_1_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2348283.2348371"},{"key":"e_1_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/1963192.1963222"},{"key":"e_1_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/CSE.2009.109"},{"key":"e_1_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2466478"},{"key":"e_1_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1177\/0165551509346786"},{"key":"e_1_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/2675133.2675207"},{"key":"e_1_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/1566374.1566393"},{"key":"e_1_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/1148170.1148212"},{"key":"e_1_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2007.68"},{"key":"e_1_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/1341531.1341560"},{"key":"e_1_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.5555\/1610075.1610135"},{"key":"e_1_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/1639714.1639726"},{"key":"e_1_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/2145204.2145249"},{"key":"e_1_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1145\/2207676.2208621"},{"key":"e_1_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/985692.985761"},{"key":"e_1_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1145\/1240624.1240815"},{"key":"e_1_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.5555\/1940281.1940312"},{"key":"e_1_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.5555\/1613715.1613836"},{"key":"e_1_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1147"},{"key":"e_1_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2009.2030598"},{"key":"e_1_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2481326"},{"key":"e_1_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526757"},{"key":"e_1_2_1_64_1","volume-title":"Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL\u201907)","author":"Liu Jingjing","year":"2007","unstructured":"Jingjing Liu , Yunbo Cao , Chin Y. Lin , Yalou Huang , and Ming Zhou . 2007 . Low-quality product review detection in opinion summarization . In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL\u201907) . Jingjing Liu, Yunbo Cao, Chin Y. Lin, Yalou Huang, and Ming Zhou. 2007. Low-quality product review detection in opinion summarization. In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL\u201907)."},{"key":"e_1_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390334.1390417"},{"key":"e_1_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772761"},{"key":"e_1_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1145\/1978942.1979366"},{"key":"e_1_2_1_69_1","volume-title":"Advances in Information Retrieval (ECIR\u201915)","author":"Momeni Elaheh","unstructured":"Elaheh Momeni , Simon Braendle , and Eytan Adar . 2015. Adaptive faceted ranking for social media comments . In Advances in Information Retrieval (ECIR\u201915) . Springer . Elaheh Momeni, Simon Braendle, and Eytan Adar. 2015. Adaptive faceted ranking for social media comments. In Advances in Information Retrieval (ECIR\u201915). Springer."},{"key":"e_1_2_1_70_1","volume-title":"Proceedings of the 7th International AAAI Conference on Weblog and Social Media (ICWSM\u201913)","author":"Momeni Elaheh","year":"2013","unstructured":"Elaheh Momeni , Claire Cardie , and Myle Ott . 2013 a. Properties, prediction, and prevalence of useful user-generated comments for descriptive annotation of social media objects . In Proceedings of the 7th International AAAI Conference on Weblog and Social Media (ICWSM\u201913) . Elaheh Momeni, Claire Cardie, and Myle Ott. 2013a. Properties, prediction, and prevalence of useful user-generated comments for descriptive annotation of social media objects. In Proceedings of the 7th International AAAI Conference on Weblog and Social Media (ICWSM\u201913)."},{"key":"e_1_2_1_71_1","doi-asserted-by":"publisher","DOI":"10.1145\/2467696.2467711"},{"key":"e_1_2_1_72_1","doi-asserted-by":"publisher","DOI":"10.1145\/2145204.2145274"},{"key":"e_1_2_1_73_1","volume-title":"Taylor","author":"Muchnik Lev","year":"2013","unstructured":"Lev Muchnik , Sinan Aral , and Sean J . Taylor . 2013 . Social influence bias: A randomized experiment. Science 341, 6146, 647--651. Lev Muchnik, Sinan Aral, and Sean J. Taylor. 2013. Social influence bias: A randomized experiment. Science 341, 6146, 647--651."},{"key":"e_1_2_1_74_1","volume-title":"Proceedings of the 7th International AAAI Conference on Weblog and Social Media (ICWSM\u201913)","author":"Munson Sean A.","year":"2013","unstructured":"Sean A. Munson , Stephanie Y. Lee , and Paul Resnick . 2013 . Encouraging reading of diverse political viewpoints with a browser widget . In Proceedings of the 7th International AAAI Conference on Weblog and Social Media (ICWSM\u201913) . Sean A. Munson, Stephanie Y. Lee, and Paul Resnick. 2013. Encouraging reading of diverse political viewpoints with a browser widget. In Proceedings of the 7th International AAAI Conference on Weblog and Social Media (ICWSM\u201913)."},{"key":"e_1_2_1_75_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753543"},{"key":"e_1_2_1_76_1","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1518821"},{"key":"e_1_2_1_77_1","doi-asserted-by":"publisher","DOI":"10.1145\/2207676.2208351"},{"key":"e_1_2_1_78_1","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357225"},{"key":"e_1_2_1_79_1","doi-asserted-by":"publisher","DOI":"10.1145\/1639714.1639774"},{"key":"e_1_2_1_80_1","doi-asserted-by":"publisher","DOI":"10.1145\/2187836.2187864"},{"key":"e_1_2_1_81_1","volume-title":"Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies","volume":"1","author":"Ott Myle","year":"2011","unstructured":"Myle Ott , Yejin Choi , Claire Cardie , and Jeff Hancock . 2011 . Finding deceptive opinion spam by any stretch of the imagination . In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (ACL\u201911). Myle Ott, Yejin Choi, Claire Cardie, and Jeff Hancock. 2011. Finding deceptive opinion spam by any stretch of the imagination. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (ACL\u201911)."},{"key":"e_1_2_1_82_1","volume-title":"Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI\u201910)","author":"Paek Tim","year":"2010","unstructured":"Tim Paek , Michael Gamon , Scott Counts , David Maxwell Chickering , and Aman Dhesi . 2010 . Predicting the importance of newsfeed posts and social network friends . In Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI\u201910) . Tim Paek, Michael Gamon, Scott Counts, David Maxwell Chickering, and Aman Dhesi. 2010. Predicting the importance of newsfeed posts and social network friends. In Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI\u201910)."},{"key":"e_1_2_1_83_1","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1518772"},{"key":"e_1_2_1_84_1","doi-asserted-by":"publisher","DOI":"10.5555\/1622487.1622501"},{"key":"e_1_2_1_85_1","volume-title":"Proceedings of the 4th International AAAI Conference on Weblog and Social Media (ICWSM\u201910)","author":"Ramage Daniel","unstructured":"Daniel Ramage , Susan T. Dumais , and Daniel J. Liebling . 2010. Characterizing microblogs with topic models . In Proceedings of the 4th International AAAI Conference on Weblog and Social Media (ICWSM\u201910) . Daniel Ramage, Susan T. Dumais, and Daniel J. Liebling. 2010. Characterizing microblogs with topic models. In Proceedings of the 4th International AAAI Conference on Weblog and Social Media (ICWSM\u201910)."},{"key":"e_1_2_1_86_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2010.98"},{"key":"e_1_2_1_87_1","doi-asserted-by":"publisher","DOI":"10.1145\/1520340.1520597"},{"key":"e_1_2_1_88_1","doi-asserted-by":"publisher","DOI":"10.1145\/1556460.1556467"},{"key":"e_1_2_1_89_1","doi-asserted-by":"publisher","DOI":"10.5555\/2017936.2017969"},{"key":"e_1_2_1_90_1","doi-asserted-by":"publisher","DOI":"10.1145\/1316624.1316678"},{"key":"e_1_2_1_91_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772781"},{"key":"e_1_2_1_92_1","doi-asserted-by":"publisher","DOI":"10.1145\/1367497.1367542"},{"key":"e_1_2_1_93_1","doi-asserted-by":"publisher","DOI":"10.1145\/2566486.2567998"},{"key":"e_1_2_1_94_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835449.1835643"},{"key":"e_1_2_1_95_1","doi-asserted-by":"publisher","DOI":"10.1145\/1787234.1787254"},{"key":"e_1_2_1_96_1","unstructured":"Ke Tao Fabian Abel Claudia Hauff and Geert-Jan Houben. 2012. What makes a tweet relevant for a topic? In Making Sense of Microposts (#MSM2012).  Ke Tao Fabian Abel Claudia Hauff and Geert-Jan Houben. 2012. What makes a tweet relevant for a topic? In Making Sense of Microposts (#MSM2012)."},{"key":"e_1_2_1_97_1","volume-title":"Proceedings of the International Conference on Weblogs and Social Media (ICWSM\u201909)","author":"Tsur Oren","year":"2009","unstructured":"Oren Tsur and Ari Rappoport . 2009 . RevRank: A fully unsupervised algorithm for selecting the most helpful book reviews . In Proceedings of the International Conference on Weblogs and Social Media (ICWSM\u201909) . Oren Tsur and Ari Rappoport. 2009. RevRank: A fully unsupervised algorithm for selecting the most helpful book reviews. In Proceedings of the International Conference on Weblogs and Social Media (ICWSM\u201909)."},{"key":"e_1_2_1_98_1","doi-asserted-by":"publisher","DOI":"10.1145\/1240866.1241066"},{"key":"e_1_2_1_99_1","doi-asserted-by":"publisher","DOI":"10.1145\/2063576.2063941"},{"key":"e_1_2_1_100_1","volume-title":"Proceedings of the International AAAI Conference on Weblog and Social Media (ICWSM\u201907)","author":"Veloso Adriano","year":"2007","unstructured":"Adriano Veloso , Wagner Meira Jr ., Tiago Macambira , Dorgival Guedes , and H\u00e9lio Almeida . 2007 . Automatic moderation of comments in a large on-line journalistic environment . In Proceedings of the International AAAI Conference on Weblog and Social Media (ICWSM\u201907) . Adriano Veloso, Wagner Meira Jr., Tiago Macambira, Dorgival Guedes, and H\u00e9lio Almeida. 2007. Automatic moderation of comments in a large on-line journalistic environment. In Proceedings of the International AAAI Conference on Weblog and Social Media (ICWSM\u201907)."},{"key":"e_1_2_1_101_1","doi-asserted-by":"publisher","DOI":"10.1109\/SocialCom-PASSAT.2012.33"},{"key":"e_1_2_1_102_1","volume-title":"Proceedings of the 6th International AAAI Conference on Weblogs and Social Media (ICWSM\u201912)","author":"Wagner Claudia","year":"2012","unstructured":"Claudia Wagner , Matthew Rowe , Markus Strohmaier , and Harith Alani . 2012 b. What catches your attention? An empirical study of attention patterns in community forums . In Proceedings of the 6th International AAAI Conference on Weblogs and Social Media (ICWSM\u201912) . Claudia Wagner, Matthew Rowe, Markus Strohmaier, and Harith Alani. 2012b. What catches your attention? An empirical study of attention patterns in community forums. In Proceedings of the 6th International AAAI Conference on Weblogs and Social Media (ICWSM\u201912)."},{"key":"e_1_2_1_103_1","doi-asserted-by":"publisher","DOI":"10.1145\/2333112.2333120"},{"key":"e_1_2_1_104_1","doi-asserted-by":"publisher","DOI":"10.5555\/1557769.1557806"},{"key":"e_1_2_1_105_1","doi-asserted-by":"publisher","DOI":"10.1145\/1459359.1459375"},{"key":"e_1_2_1_106_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741666"},{"key":"e_1_2_1_107_1","doi-asserted-by":"publisher","DOI":"10.1145\/1958824.1958832"},{"key":"e_1_2_1_108_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-211-93971-0_4"},{"key":"e_1_2_1_109_1","doi-asserted-by":"publisher","DOI":"10.3115\/1119355.1119372"},{"key":"e_1_2_1_110_1","doi-asserted-by":"publisher","DOI":"10.1145\/1183614.1183626"}],"container-title":["ACM Computing Surveys"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2811282","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2811282","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T05:48:49Z","timestamp":1750225729000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2811282"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,12,22]]},"references-count":108,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,2,8]]}},"alternative-id":["10.1145\/2811282"],"URL":"https:\/\/doi.org\/10.1145\/2811282","relation":{},"ISSN":["0360-0300","1557-7341"],"issn-type":[{"value":"0360-0300","type":"print"},{"value":"1557-7341","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,12,22]]},"assertion":[{"value":"2014-03-01","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2015-08-01","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2015-12-22","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}