{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T10:23:29Z","timestamp":1779359009921,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T00:00:00Z","timestamp":1651795200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,5,6]]},"DOI":"10.1145\/3560470.3560473","type":"proceedings-article","created":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T10:56:13Z","timestamp":1667300173000},"page":"16-25","source":"Crossref","is-referenced-by-count":1,"title":["Microblog Authenticity Detection Based on Human-machine Collaboration"],"prefix":"10.1145","author":[{"given":"Fan","family":"Yang","sequence":"first","affiliation":[{"name":"Northwestern Polytechnical University, China and \rThe State Key Laboratory of Tibetan Intelligent Information Processing and Application, Qinghai Normal University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manyuan","family":"Yang","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiwen","family":"Yu","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,11]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7552(98)00110-X"},{"key":"e_1_3_2_1_2_1","volume-title":"SODA","author":"Kleinberg","year":"1998","unstructured":"J. M. Kleinberg . Authoritative sources in a hyperlinked environment . In SODA , 1998 . J. M. Kleinberg. Authoritative sources in a hyperlinked environment. In SODA, 1998."},{"key":"e_1_3_2_1_3_1","first-page":"587","volume-title":"VLDB","author":"Gyngyi H.","year":"2014","unstructured":"Z. Gyngyi , H. Garcia-Molina , and J. Pedersen . Combating web spam with TrustRank . In VLDB , pages 576\u2013 587 , 2014 . Z. Gyngyi, H. Garcia-Molina, and J. Pedersen. Combating web spam with TrustRank. In VLDB, pages 576\u2013587, 2014."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2015.7113275"},{"key":"e_1_3_2_1_5_1","first-page":"2329","volume-title":"IJCAI","author":"Pasternack D.","year":"2011","unstructured":"J. Pasternack and D. Roth . Making better informed trust decisions with generalized factfinding . In IJCAI , pages 2324\u2013 2329 , 2011 . J. Pasternack and D. Roth. Making better informed trust decisions with generalized factfinding. In IJCAI, pages 2324\u20132329, 2011."},{"key":"e_1_3_2_1_6_1","volume-title":"WWW","author":"Pasternack D.","year":"2013","unstructured":"J. Pasternack and D. Roth . Latent credibility analysis . In WWW , 2013 J. Pasternack and D. Roth. Latent credibility analysis. In WWW, 2013"},{"key":"e_1_3_2_1_7_1","first-page":"230","volume-title":"Shenzhen","author":"Jin J.","year":"2014","unstructured":"Z. Jin , J. Cao , Y. Jiang and Y. Zhang , \" News Credibility Evaluation on Microblog with a Hierarchical Propagation Model,\" 2014 IEEE International Conference on Data Mining , Shenzhen , 2014 , pp. 230 - 239 . Z. Jin, J. Cao, Y. Jiang and Y. Zhang, \"News Credibility Evaluation on Microblog with a Hierarchical Propagation Model,\" 2014 IEEE International Conference on Data Mining, Shenzhen, 2014, pp. 230-239."},{"key":"e_1_3_2_1_8_1","first-page":"257","volume-title":"A Sentiment Analysis System of Spanish Tweets and Its Application in Colombia 2014 Presidential Election","author":"Ceron-Guzmanand E.","year":"2016","unstructured":"J.A. Ceron-Guzmanand E. Leon-Guzman ,\u201c A Sentiment Analysis System of Spanish Tweets and Its Application in Colombia 2014 Presidential Election ,\u201d pp. 250\u2013 257 , IEEE , Oct. 2016 . J.A.Ceron-GuzmanandE.Leon-Guzman,\u201cA Sentiment Analysis System of Spanish Tweets and Its Application in Colombia 2014 Presidential Election,\u201d pp. 250\u2013257, IEEE, Oct. 2016."},{"key":"e_1_3_2_1_9_1","first-page":"741752","volume-title":"WHATSUP: A Decentralized Instant News Recommender","author":"Boutet D.","year":"2013","unstructured":"A. Boutet , D. Frey , R. Guerraoui , A. Jegou , and A.-M. Kermarrec , \u201c WHATSUP: A Decentralized Instant News Recommender ,\u201d pp. 741752 , IEEE , May 2013 . A. Boutet, D. Frey, R. Guerraoui, A. Jegou, and A.-M. Kermarrec, \u201cWHATSUP: A Decentralized Instant News Recommender,\u201d pp. 741752, IEEE, May 2013."},{"key":"e_1_3_2_1_10_1","first-page":"243","volume-title":"An event driven neural network system for evaluating public moods from online users\u2019 comments","author":"Fong S.","year":"2014","unstructured":"S. Fong , S. Deb , I.-W. Chan , and P. Vijayakumar , \u201c An event driven neural network system for evaluating public moods from online users\u2019 comments ,\u201d pp. 239\u2013 243 , IEEE , Feb. 2014 . S. Fong, S. Deb, I.-W. Chan, and P. Vijayakumar, \u201cAn event driven neural network system for evaluating public moods from online users\u2019 comments,\u201d pp. 239\u2013243, IEEE, Feb. 2014."},{"key":"e_1_3_2_1_11_1","first-page":"612","volume-title":"Automatic detection of rumoured tweets and finding its origin","author":"Sahana V P, A. R.","year":"2015","unstructured":"Sahana V P, A. R. Pias , R. Shastri , and S. Mandloi , \u201c Automatic detection of rumoured tweets and finding its origin ,\u201d pp. 607\u2013 612 , IEEE , Dec. 2015 . Sahana V P, A. R. Pias, R. Shastri, and S. Mandloi, \u201cAutomatic detection of rumoured tweets and finding its origin,\u201d pp. 607\u2013612, IEEE, Dec. 2015."},{"key":"e_1_3_2_1_12_1","first-page":"816","volume-title":"Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs","author":"Jin J.","year":"2017","unstructured":"Z. Jin , J. Cao , H. Guo , Y. Zhang , and J. Luo , \u201c Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs ,\u201d pp. 795\u2013 816 , ACM Press , 2017 . Z. Jin, J. Cao, H. Guo, Y. Zhang, and J. Luo, \u201cMultimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs,\u201d pp. 795\u2013816, ACM Press, 2017."},{"key":"e_1_3_2_1_13_1","first-page":"1812","volume-title":"Toward Automated Fact-Checking: Detecting Check-worthy Factual Claims by ClaimBuster","author":"Hassan F.","year":"2017","unstructured":"N. Hassan , F. Arslan , C. Li , and M. Tremayne , \u201c Toward Automated Fact-Checking: Detecting Check-worthy Factual Claims by ClaimBuster ,\u201d pp. 1803\u2013 1812 , ACM Press , 2017 . N. Hassan, F. Arslan, C. Li, and M. Tremayne, \u201cToward Automated Fact-Checking: Detecting Check-worthy Factual Claims by ClaimBuster,\u201d pp. 1803\u20131812, ACM Press, 2017."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3070644"},{"key":"e_1_3_2_1_15_1","first-page":"25","volume-title":"Features for Ranking Tweets Based on Credibility and Newsworthiness","author":"Ross K.","year":"2016","unstructured":"J. Ross and K. Thirunarayan , \u201c Features for Ranking Tweets Based on Credibility and Newsworthiness ,\u201d pp. 18\u2013 25 , IEEE , Oct. 2016 . J. Ross and K. Thirunarayan, \u201cFeatures for Ranking Tweets Based on Credibility and Newsworthiness,\u201d pp. 18\u201325, IEEE, Oct. 2016."},{"key":"e_1_3_2_1_16_1","first-page":"196","volume-title":"Hiding in plain sight: Characterizing and detecting malicious Facebook pages","author":"Dewan S.","year":"2016","unstructured":"P. Dewan , S. Bagroy , and P. Kumaraguru , \u201c Hiding in plain sight: Characterizing and detecting malicious Facebook pages ,\u201d pp. 193\u2013 196 , IEEE , Aug. 2016 . P. Dewan, S. Bagroy, and P. Kumaraguru, \u201cHiding in plain sight: Characterizing and detecting malicious Facebook pages,\u201d pp. 193\u2013196, IEEE, Aug. 2016."},{"key":"e_1_3_2_1_17_1","first-page":"2338","volume-title":"A Temporal Attentional Model for Rumor Stance Classification","author":"Veyseh J.","year":"2017","unstructured":"A. P. B. Veyseh , J. Ebrahimi , D. Dou , and D. Lowd , \u201c A Temporal Attentional Model for Rumor Stance Classification ,\u201d pp. 2335\u2013 2338 , ACM Press , 2017 . A. P. B. Veyseh, J. Ebrahimi, D. Dou, and D. Lowd, \u201cA Temporal Attentional Model for Rumor Stance Classification,\u201d pp. 2335\u20132338, ACM Press, 2017."},{"key":"e_1_3_2_1_18_1","first-page":"3119","volume-title":"Advances in neural information processing systems","author":"Mikolov I.","year":"2013","unstructured":"T. Mikolov , I. Sutskever , K. Chen , G. S. Corrado , and J. Dean , \u201c Distributed representations of words and phrases and their compositionality ,\u201d in Advances in neural information processing systems , pp. 3111\u2013 3119 , 2013 . T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, and J. Dean, \u201cDistributed representations of words and phrases and their compositionality,\u201d in Advances in neural information processing systems, pp. 3111\u20133119, 2013."},{"key":"e_1_3_2_1_19_1","first-page":"607","volume-title":"Trivandrum","author":"Sahana V P, A. R.","year":"2015","unstructured":"Sahana V P, A. R. Pias , R. Shastri and S. Mandloi , \" Automatic detection of rumoured tweets and finding its origin,\" 2015 International Conference on Computing and Network Communications (CoCoNet) , Trivandrum , 2015 , pp. 607 - 612 . Sahana V P, A. R. Pias, R. Shastri and S. Mandloi, \"Automatic detection of rumoured tweets and finding its origin,\" 2015 International Conference on Computing and Network Communications (CoCoNet), Trivandrum, 2015, pp. 607-612."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1145\/1964858.1964869","volume-title":"Proceedings of the First Workshop on Social Media Analytics, SOMA '10","author":"Mendoza B.","year":"2010","unstructured":"M. Mendoza , B. Poblete , and C. Castillo . Twitter under crisis: can we trust what we RT? In Proceedings of the First Workshop on Social Media Analytics, SOMA '10 , pages 71 - 79 , New York, NY, USA , 2010 . ACM. M. Mendoza, B. Poblete, and C. Castillo. Twitter under crisis: can we trust what we RT? In Proceedings of the First Workshop on Social Media Analytics, SOMA '10, pages 71-79, New York, NY, USA, 2010. ACM."},{"key":"e_1_3_2_1_21_1","first-page":"675","volume-title":"WWW","author":"Castillo M.","year":"2011","unstructured":"C. Castillo , M. Mendoza , and B. Poblete . Information credibility on Twitter . In WWW , pages 675 - 684 , 2011 . C. Castillo, M. Mendoza, and B. Poblete. Information credibility on Twitter. In WWW, pages 675-684, 2011."},{"key":"e_1_3_2_1_22_1","volume-title":"Proceedings of the 1st Workshop on Privacy and Security in Online Social Media (PSOSM), in conjunction with WWW'12","author":"Gupta A.","unstructured":"Gupta A. , Kumaraguru P. Credibility ranking of tweets during high impact events . In Proceedings of the 1st Workshop on Privacy and Security in Online Social Media (PSOSM), in conjunction with WWW'12 . Gupta A., Kumaraguru P. Credibility ranking of tweets during high impact events. In Proceedings of the 1st Workshop on Privacy and Security in Online Social Media (PSOSM), in conjunction with WWW'12."},{"key":"e_1_3_2_1_23_1","volume-title":"AAAI","author":"Khoo L M S","year":"2020","unstructured":"J Khoo L M S , Chieu H L , Qian Z , , \u201c Interpretable Rumor Detection in Microblogs by Attending to User Interactions \u201d, In AAAI 2020 . J Khoo L M S, Chieu H L, Qian Z, , \u201cInterpretable Rumor Detection in Microblogs by Attending to User Interactions\u201d, In AAAI 2020."},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI\u201916)","author":"Mehdi Samadi","year":"2016","unstructured":"Mehdi Samadi , Partha Talukdar, Manuela Veloso , and Manuel Blum. 2016 . ClaimEval: integrated and flexible framework for claim evaluation using credibility of sources . In Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI\u201916) . AAAI Press, 222\u2013228. Mehdi Samadi, Partha Talukdar, Manuela Veloso, and Manuel Blum. 2016. ClaimEval: integrated and flexible framework for claim evaluation using credibility of sources. In Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI\u201916). AAAI Press, 222\u2013228."},{"key":"e_1_3_2_1_25_1","volume-title":"WWW'17 Companion (pp. 1003-1012).","author":"Popat K.","year":"2017","unstructured":"Popat , K. , Mukherjee , S. , Str\u00f6tgen , J. , & Weikum , G. ( 2017 ). Where the Truth Lies: Explaining the Credibility of Emerging Claims on the Web and Social Media . In WWW'17 Companion (pp. 1003-1012). New York, NY : ACM. doi:10.1145\/3041021.3055133. 10.1145\/3041021.3055133 Popat, K., Mukherjee, S., Str\u00f6tgen, J., & Weikum, G. (2017). Where the Truth Lies: Explaining the Credibility of Emerging Claims on the Web and Social Media. In WWW'17 Companion (pp. 1003-1012). New York, NY: ACM. doi:10.1145\/3041021.3055133."},{"key":"e_1_3_2_1_26_1","volume-title":"International conference on machine learning (pp. 2014-2023)","author":"Niepert M.","year":"2016","unstructured":"Niepert , M. , Ahmed , M. , & Kutzkov , K. ( 2016 , June). Learning convolutional neural networks for graphs . In International conference on machine learning (pp. 2014-2023) . Niepert, M., Ahmed, M., & Kutzkov, K. (2016, June). Learning convolutional neural networks for graphs. In International conference on machine learning (pp. 2014-2023)."},{"key":"e_1_3_2_1_27_1","volume-title":"Convolutional neural networks on graphs with fast localized spectral filtering. InAdvances in neural information processing systems (pp. 3844-3852)","author":"Defferrard M.","year":"2016","unstructured":"Defferrard , M. , Bresson , X. , & Vandergheynst , P. ( 2016 ). Convolutional neural networks on graphs with fast localized spectral filtering. InAdvances in neural information processing systems (pp. 3844-3852) . Defferrard, M., Bresson, X., & Vandergheynst, P. (2016). Convolutional neural networks on graphs with fast localized spectral filtering. InAdvances in neural information processing systems (pp. 3844-3852)."},{"key":"e_1_3_2_1_28_1","volume-title":"Semi-supervised classification with graph convolutional networks.arXiv preprint arXiv:1609.02907","author":"Kipf T. N.","year":"2016","unstructured":"Kipf , T. N. , & Welling , M. ( 2016 ). Semi-supervised classification with graph convolutional networks.arXiv preprint arXiv:1609.02907 . Kipf, T. N., & Welling, M. (2016). Semi-supervised classification with graph convolutional networks.arXiv preprint arXiv:1609.02907."},{"key":"e_1_3_2_1_29_1","volume-title":"Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependencies Transportation Research Part C: Emerging Technologies","author":"Zhang Z.","year":"2019","unstructured":"Zhang , Z. , Li , M. , Lin , X. , Wang , Y. , & He , F. ( 2019 ). Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependencies Transportation Research Part C: Emerging Technologies . Zhang, Z., Li, M., Lin, X., Wang, Y., & He, F. (2019). Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependencies Transportation Research Part C: Emerging Technologies."},{"key":"e_1_3_2_1_30_1","volume-title":"Tracking student sentiment from social media.\u00a0Journal of Advances in Information Technology,\u00a06, 2(May","author":"Guo D.","year":"2015","unstructured":"Guo , D. Tracking student sentiment from social media.\u00a0Journal of Advances in Information Technology,\u00a06, 2(May 2015 ), 80-83. https:\/\/doi.org\/10.12720\/jait.6.2.80-83 10.12720\/jait.6.2.80-83 Guo, D. Tracking student sentiment from social media.\u00a0Journal of Advances in Information Technology,\u00a06, 2(May 2015), 80-83. https:\/\/doi.org\/10.12720\/jait.6.2.80-83"},{"key":"e_1_3_2_1_31_1","first-page":"33","article-title":"Sentiment analysis on the online reviews based on hidden Markov model.\u00a0Journal of Advances","volume":"2","author":"Zhao","year":"2018","unstructured":"Zhao , Xiaoyi, and Yukio Ohsawa . Sentiment analysis on the online reviews based on hidden Markov model.\u00a0Journal of Advances in Information Technology\u00a09 , 2 ( 2018 ), 33 - 38 , https:\/\/doi.org\/10.12720\/jait.9.2.33-38 10.12720\/jait.9.2.33-38 Zhao, Xiaoyi, and Yukio Ohsawa. Sentiment analysis on the online reviews based on hidden Markov model.\u00a0Journal of Advances in Information Technology\u00a09, 2 (2018), 33-38, https:\/\/doi.org\/10.12720\/jait.9.2.33-38","journal-title":"Information Technology\u00a09"},{"key":"e_1_3_2_1_32_1","volume-title":"Quantifying the natural sentiment strength of polar term senses using semantic gloss information and degree adverbs.\u00a0Journal of Advances in Information Technology 11, 3 (August","author":"Darwich M.","year":"2020","unstructured":"Darwich , M. , Noah , S. A. M. , Omar , N. , Osman , N. A. , & Said , I. ( 2020 ). Quantifying the natural sentiment strength of polar term senses using semantic gloss information and degree adverbs.\u00a0Journal of Advances in Information Technology 11, 3 (August 2020), 109-118. https:\/\/doi.org\/10.12720\/jait.11.3.109-118 10.12720\/jait.11.3.109-118 Darwich, M., Noah, S. A. M., Omar, N., Osman, N. A., & Said, I. (2020). Quantifying the natural sentiment strength of polar term senses using semantic gloss information and degree adverbs.\u00a0Journal of Advances in Information Technology 11, 3 (August 2020), 109-118. https:\/\/doi.org\/10.12720\/jait.11.3.109-118"}],"event":{"name":"ICHMI 2022: 2022 International Conference on Human Machine Interaction","location":"Beijing China","acronym":"ICHMI 2022"},"container-title":["2022 International Conference on Human Machine Interaction (ICHMI)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3560470.3560473","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3560470.3560473","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:00:33Z","timestamp":1750186833000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3560470.3560473"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,6]]},"references-count":32,"alternative-id":["10.1145\/3560470.3560473","10.1145\/3560470"],"URL":"https:\/\/doi.org\/10.1145\/3560470.3560473","relation":{},"subject":[],"published":{"date-parts":[[2022,5,6]]}}}