{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,26]],"date-time":"2026-04-26T01:27:37Z","timestamp":1777166857960,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T00:00:00Z","timestamp":1597881600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"ETH Zurich Research Grant","award":["ETH-16 18-2"],"award-info":[{"award-number":["ETH-16 18-2"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,8,23]]},"DOI":"10.1145\/3394486.3403317","type":"proceedings-article","created":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T23:03:55Z","timestamp":1597964635000},"page":"2666-2676","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":26,"title":["Cascade-LSTM"],"prefix":"10.1145","author":[{"given":"Francesco","family":"Ducci","sequence":"first","affiliation":[{"name":"ETH Z\u00fcrich, Z\u00fcrich, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mathias","family":"Kraus","sequence":"additional","affiliation":[{"name":"ETH Z\u00fcrich, Z\u00fcrich, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefan","family":"Feuerriegel","sequence":"additional","affiliation":[{"name":"ETH Z\u00fcrich, Z\u00fcrich, Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,8,20]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1257\/jep.31.2.211"},{"key":"e_1_3_2_1_2_1","volume-title":"Adamic","author":"Bakshy Eytan","year":"2015","unstructured":"Eytan Bakshy , Solomon Messing , and Lada A . Adamic . 2015 . Exposure to ideologically diverse news and opinion on Facebook. Science , Vol. 348 , 6239 (2015), 1130--1132. Eytan Bakshy, Solomon Messing, and Lada A. Adamic. 2015. Exposure to ideologically diverse news and opinion on Facebook. Science, Vol. 348, 6239 (2015), 1130--1132."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Eytan Bakshy Itamar Rosenn Cameron Marlow and Lada Adamic. 2012. The role of social networks in information diffusion. In WWW.  Eytan Bakshy Itamar Rosenn Cameron Marlow and Lada Adamic. 2012. The role of social networks in information diffusion. In WWW.","DOI":"10.1145\/2187836.2187907"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2018.09.002"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0118093"},{"key":"e_1_3_2_1_6_1","volume-title":"Gummadi","author":"Cha Meeyoung","year":"2009","unstructured":"Meeyoung Cha , Alan Mislove , and Krishna P . Gummadi . 2009 . A measurement-driven analysis of information propagation in the Flickr social network. In WWW. 721--730. Meeyoung Cha, Alan Mislove, and Krishna P. Gummadi. 2009. A measurement-driven analysis of information propagation in the Flickr social network. In WWW. 721--730."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"Justin Cheng Lada A. Adamic Alex P. Dow Jon M. Kleinberg and Jure Leskovec. 2014. Can cascades be predicted?. In WWW.  Justin Cheng Lada A. Adamic Alex P. Dow Jon M. Kleinberg and Jure Leskovec. 2014. Can cascades be predicted?. In WWW.","DOI":"10.1145\/2566486.2567997"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS.2017.8267653"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0803685105"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"Adrien Friggeri Lada A. Adamic Dean Eckles and Justin Cheng. 2014. Rumor cascades. In ICWSM.  Adrien Friggeri Lada A. Adamic Dean Eckles and Justin Cheng. 2014. Rumor cascades. In ICWSM.","DOI":"10.1609\/icwsm.v8i1.14559"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2015.2158"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Caitlin Gray Lewis Mitchell and Matthew Roughan. 2018. Super-blockers and the effect of network structure on information cascades. In WWW. 1435--1441.  Caitlin Gray Lewis Mitchell and Matthew Roughan. 2018. Super-blockers and the effect of network structure on information cascades. In WWW. 1435--1441.","DOI":"10.1145\/3184558.3191590"},{"key":"e_1_3_2_1_13_1","volume-title":"Davison","author":"Hong Liangjie","year":"2011","unstructured":"Liangjie Hong , Ovidiu Dan , and Brian D . Davison . 2011 . Predicting popular messages in Twitter. In WWW. Liangjie Hong, Ovidiu Dan, and Brian D. Davison. 2011. Predicting popular messages in Twitter. In WWW."},{"key":"e_1_3_2_1_14_1","volume-title":"Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, and Yong Jae Lee.","author":"Hu Wenjian","year":"2018","unstructured":"Wenjian Hu , Krishna Kumar Singh , Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, and Yong Jae Lee. 2018 . Who Will Share My Image?. In WSDM. Wenjian Hu, Krishna Kumar Singh, Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, and Yong Jae Lee. 2018. Who Will Share My Image?. In WSDM."},{"key":"e_1_3_2_1_15_1","volume-title":"Kingma and Jimmy Ba","author":"Diederik","year":"2014","unstructured":"Diederik P. Kingma and Jimmy Ba . 2014 . Adam : A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014). Diederik P. Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014)."},{"key":"e_1_3_2_1_16_1","volume-title":"Tideh: Time-dependent Hawkes process for predicting retweet dynamics. In ICWSM.","author":"Kobayashi Ryota","year":"2016","unstructured":"Ryota Kobayashi and Renaud Lambiotte . 2016 . Tideh: Time-dependent Hawkes process for predicting retweet dynamics. In ICWSM. Ryota Kobayashi and Renaud Lambiotte. 2016. Tideh: Time-dependent Hawkes process for predicting retweet dynamics. In ICWSM."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.10.002"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"Haewoon Kwak Changhyun Lee Hosung Park and Sue Moon. 2010. What is Twitter a social network or a news media?. In WWW.  Haewoon Kwak Changhyun Lee Hosung Park and Sue Moon. 2010. What is Twitter a social network or a news media?. In WWW.","DOI":"10.1145\/1772690.1772751"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"Sejeong Kwon Meeyoung Cha Kyomin Jung Wei Chen and Yajun Wang. 2013. Prominent features of rumor propagation in online social media. In ICDM.  Sejeong Kwon Meeyoung Cha Kyomin Jung Wei Chen and Yajun Wang. 2013. Prominent features of rumor propagation in online social media. In ICDM.","DOI":"10.1109\/ICDM.2013.61"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/355578.366314"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48229-6_9"},{"key":"e_1_3_2_1_22_1","volume-title":"Zittrain","author":"Lazer David M. J.","year":"2018","unstructured":"David M. J. Lazer , Matthew A. Baum , Yochai Benkler , Adam J. Berinsky , Kelly M. Greenhill , Filippo Menczer , Miriam J. Metzger , Brendan Nyhan , Gordon Pennycook , David Rothschild , Michael Schudson , Steven A. Sloman , Cass R. Sunstein , Emily A. Thorson , Duncan J. Watts , and Jonathan L . Zittrain . 2018 . The science of fake news. Science , Vol. 359 , 6380 (2018), 1094--1096. David M. J. Lazer, Matthew A. Baum, Yochai Benkler, Adam J. Berinsky, Kelly M. Greenhill, Filippo Menczer, Miriam J. Metzger, Brendan Nyhan, Gordon Pennycook, David Rothschild, Michael Schudson, Steven A. Sloman, Cass R. Sunstein, Emily A. Thorson, Duncan J. Watts, and Jonathan L. Zittrain. 2018. The science of fake news. Science, Vol. 359, 6380 (2018), 1094--1096."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"Kristina Lerman and Rumi Ghosh. 2010. Information contagion: An empirical study of the spread of news on Digg and Twitter social networks. In ICWSM.  Kristina Lerman and Rumi Ghosh. 2010. Information contagion: An empirical study of the spread of news on Digg and Twitter social networks. In ICWSM.","DOI":"10.1609\/icwsm.v4i1.14021"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"crossref","unstructured":"Jure Leskovec Mary McGlohon Christos Faloutsos Natalie Glance and Matthew Hurst. 2007. Patterns of cascading behavior in large blog graphs. In SDM.  Jure Leskovec Mary McGlohon Christos Faloutsos Natalie Glance and Matthew Hurst. 2007. Patterns of cascading behavior in large blog graphs. In SDM.","DOI":"10.1137\/1.9781611972771.60"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178826"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"crossref","unstructured":"Yang Liu and Yi-Fang Brook Wu. 2018. Early detection of fake news on social media through propagation path classification with recurrent and convolutional networks. In AAAI.  Yang Liu and Yi-Fang Brook Wu. 2018. Early detection of fake news on social media through propagation path classification with recurrent and convolutional networks. In AAAI.","DOI":"10.1609\/aaai.v32i1.11268"},{"key":"e_1_3_2_1_27_1","volume-title":"Improving aspect term extraction with bidirectional dependency tree representation. arXiv preprint arXiv:1805.07889","author":"Luo Huaishao","year":"2018","unstructured":"Huaishao Luo , Tianrui Li , Bing Liu , Bin Wang , and Herwig Unger . 2018. Improving aspect term extraction with bidirectional dependency tree representation. arXiv preprint arXiv:1805.07889 ( 2018 ). Huaishao Luo, Tianrui Li, Bing Liu, Bin Wang, and Herwig Unger. 2018. Improving aspect term extraction with bidirectional dependency tree representation. arXiv preprint arXiv:1805.07889 (2018)."},{"key":"e_1_3_2_1_28_1","unstructured":"Jing Ma Wei Gao Prasenjit Mitra Sejeong Kwon Bernard J. Jansen Kam-Fai Wong and Meeyoung Cha. 2016. Detecting rumors from microblogs with recurrent neural networks. In IJCAI.  Jing Ma Wei Gao Prasenjit Mitra Sejeong Kwon Bernard J. Jansen Kam-Fai Wong and Meeyoung Cha. 2016. Detecting rumors from microblogs with recurrent neural networks. In IJCAI."},{"key":"e_1_3_2_1_29_1","unstructured":"Jing Ma Wei Gao and Kam-Fai Wong. 2018. Rumor detection on Twitter with tree-structured recursive neural networks. In ACL.  Jing Ma Wei Gao and Kam-Fai Wong. 2018. Rumor detection on Twitter with tree-structured recursive neural networks. In ACL."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"crossref","unstructured":"Makoto Miwa and Mohit Bansal. 2016. End-to-end relation extraction using LSTMs on sequences and tree structures. In ACL.  Makoto Miwa and Mohit Bansal. 2016. End-to-end relation extraction using LSTMs on sequences and tree structures. In ACL.","DOI":"10.18653\/v1\/P16-1105"},{"key":"e_1_3_2_1_31_1","volume-title":"Myers and Jure Leskovec","author":"Seth","year":"2014","unstructured":"Seth A. Myers and Jure Leskovec . 2014 . The bursty dynamics of the Twitter information network. In WWW. Seth A. Myers and Jure Leskovec. 2014. The bursty dynamics of the Twitter information network. In WWW."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"crossref","unstructured":"Seth A. Myers Chenguang Zhu and Jure Leskovec. 2012. Information diffusion and external influence in networks. In KDD. 33--41.  Seth A. Myers Chenguang Zhu and Jure Leskovec. 2012. Information diffusion and external influence in networks. In KDD. 33--41.","DOI":"10.1145\/2339530.2339540"},{"key":"e_1_3_2_1_33_1","first-page":"1865","article-title":"Prior exposure increases perceived accuracy of fake news. Journal of Experimental Psychology","volume":"147","author":"Pennycook Gordon","year":"2018","unstructured":"Gordon Pennycook , Tyrone D. Cannon , and David G. Rand . 2018 . Prior exposure increases perceived accuracy of fake news. Journal of Experimental Psychology . General , Vol. 147 , 12 (2018), 1865 -- 1880 . Gordon Pennycook, Tyrone D. Cannon, and David G. Rand. 2018. Prior exposure increases perceived accuracy of fake news. Journal of Experimental Psychology. General, Vol. 147, 12 (2018), 1865--1880.","journal-title":"General"},{"key":"e_1_3_2_1_34_1","volume-title":"Alessandro Flammini, and Filippo Menczer.","author":"Shao Chengcheng","year":"2016","unstructured":"Chengcheng Shao , Giovanni Luca Ciampaglia , Alessandro Flammini, and Filippo Menczer. 2016 . Hoaxy : A platform for tracking online misinformation. In WWW. Chengcheng Shao, Giovanni Luca Ciampaglia, Alessandro Flammini, and Filippo Menczer. 2016. Hoaxy: A platform for tracking online misinformation. In WWW."},{"key":"e_1_3_2_1_35_1","volume-title":"Macskassy and Matthew Michelson","author":"Sofus","year":"2011","unstructured":"Sofus A. Macskassy and Matthew Michelson . 2011 . Why do people retweet? Anti-homophily wins the day!. In ICWSM. Sofus A. Macskassy and Matthew Michelson. 2011. Why do people retweet? Anti-homophily wins the day!. In ICWSM."},{"key":"e_1_3_2_1_36_1","volume-title":"Adamic","author":"Subbian Karthik","year":"2017","unstructured":"Karthik Subbian , Aditya B. Prakash , and Lada A . Adamic . 2017 . Detecting large reshare cascades in social networks. In WWW. Karthik Subbian, Aditya B. Prakash, and Lada A. Adamic. 2017. Detecting large reshare cascades in social networks. In WWW."},{"key":"e_1_3_2_1_37_1","volume-title":"Manning","author":"Tai Kai Sheng","year":"2015","unstructured":"Kai Sheng Tai , Richard Socher , and Christopher D . Manning . 2015 . Improved semantic representations from Tree-structured long short-term memory networks. In ACL. Kai Sheng Tai, Richard Socher, and Christopher D. Manning. 2015. Improved semantic representations from Tree-structured long short-term memory networks. In ACL."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"crossref","unstructured":"Marcella Tambuscio Giancarlo Ruffo Alessandro Flammini and Filippo Menczer. 2015. Fact-checking effect on viral hoaxes: A model of misinformation spread in social networks. In WWW.  Marcella Tambuscio Giancarlo Ruffo Alessandro Flammini and Filippo Menczer. 2015. Fact-checking effect on viral hoaxes: A model of misinformation spread in social networks. In WWW.","DOI":"10.1145\/2740908.2742572"},{"key":"e_1_3_2_1_39_1","volume-title":"Fischer","author":"Taxidou Io","year":"2014","unstructured":"Io Taxidou and Peter M . Fischer . 2014 . Online analysis of information diffusion in Twitter. In WWW. Io Taxidou and Peter M. Fischer. 2014. Online analysis of information diffusion in Twitter. In WWW."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00053"},{"key":"e_1_3_2_1_41_1","volume-title":"How the world was trolled. 9065","author":"Economist The","year":"2017","unstructured":"The Economist . 2017. How the world was trolled. 9065 , Vol. 425 ( 2017 ), 21--24. The Economist. 2017. How the world was trolled. 9065, Vol. 425 (2017), 21--24."},{"key":"e_1_3_2_1_42_1","first-page":"769","article-title":"Two modifications of CNN","volume":"6","author":"Tomek Ivan","year":"1976","unstructured":"Ivan Tomek . 1976 . Two modifications of CNN . IEEE Transactions on Systems, Man, and Cybernetics , Vol. 6 , 11 (1976), 769 -- 772 . Ivan Tomek. 1976. Two modifications of CNN. IEEE Transactions on Systems, Man, and Cybernetics, Vol. 6, 11 (1976), 769--772.","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"key":"e_1_3_2_1_43_1","volume-title":"Jin Yea Jang, and Nathan Hodas","author":"Volkova Svitlana","year":"2017","unstructured":"Svitlana Volkova , Kyle Shaffer , Jin Yea Jang, and Nathan Hodas . 2017 . Separating facts from fiction: Linguistic models to classify suspicious and trusted news posts on Twitter. In ACL. Svitlana Volkova, Kyle Shaffer, Jin Yea Jang, and Nathan Hodas. 2017. Separating facts from fiction: Linguistic models to classify suspicious and trusted news posts on Twitter. In ACL."},{"key":"e_1_3_2_1_45_1","volume-title":"Neo' Mohsenvand, and Deb Roy","author":"Vosoughi Soroush","year":"2017","unstructured":"Soroush Vosoughi , Mostafa ` Neo' Mohsenvand, and Deb Roy . 2017 . Rumor Gauge : Predicting the veracity of rumors on Twitter. ACM Transactions on Knowledge Discovery from Data , Vol. 11 , 4 (2017), 1--36. Soroush Vosoughi, Mostafa `Neo' Mohsenvand, and Deb Roy. 2017. Rumor Gauge: Predicting the veracity of rumors on Twitter. ACM Transactions on Knowledge Discovery from Data, Vol. 11, 4 (2017), 1--36."},{"key":"e_1_3_2_1_46_1","volume-title":"Science","volume":"359","author":"Vosoughi Soroush","year":"2018","unstructured":"Soroush Vosoughi , Deb Roy , and Sinan Aral . 2018 . The spread of true and false news online . Science , Vol. 359 , 6380 (2018), 1146--1151. Soroush Vosoughi, Deb Roy, and Sinan Aral. 2018. The spread of true and false news online. Science, Vol. 359, 6380 (2018), 1146--1151."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.hlpt.2018.03.002"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"crossref","unstructured":"Karol Wegrzycki Piotr Sankowski Andrzej Pacuk and Piotr Wygocki. 2017. Why do cascade sizes follow a power-law?. In WWW.  Karol Wegrzycki Piotr Sankowski Andrzej Pacuk and Piotr Wygocki. 2017. Why do cascade sizes follow a power-law?. In WWW.","DOI":"10.1145\/3038912.3052565"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1038\/srep02522"},{"key":"e_1_3_2_1_50_1","volume-title":"Asian Conference on Machine Learning (ACML).","author":"Fu Xianghua","year":"2016","unstructured":"Xianghua Fu , Wangwang Liu , Yingying Xu , Chong Yu , and Ting Wang . 2016 . Long short-term memory network over rhetorical structure theory for sentence-level sentiment analysis . In Asian Conference on Machine Learning (ACML). Xianghua Fu, Wangwang Liu, Yingying Xu, Chong Yu, and Ting Wang. 2016. Long short-term memory network over rhetorical structure theory for sentence-level sentiment analysis. In Asian Conference on Machine Learning (ACML)."},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"crossref","unstructured":"Jaewon Yang and Jure Leskovec. 2010. Modeling information diffusion in implicit networks. In ICDM.  Jaewon Yang and Jure Leskovec. 2010. Modeling information diffusion in implicit networks. In ICDM.","DOI":"10.1109\/ICDM.2010.22"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"crossref","unstructured":"Chengxi Zang Peng Cui Chaoming Song Christos Faloutsos and Wenwu Zhu. 2017. Quantifying structural patterns of information cascades. In WWW.  Chengxi Zang Peng Cui Chaoming Song Christos Faloutsos and Wenwu Zhu. 2017. Quantifying structural patterns of information cascades. In WWW.","DOI":"10.1145\/3041021.3054214"},{"key":"e_1_3_2_1_53_1","unstructured":"Xiaodan Zhu Parinaz Sobhani and Hongyu Guo. 2015. Long short-term memory over recursive structures. In ICML.  Xiaodan Zhu Parinaz Sobhani and Hongyu Guo. 2015. Long short-term memory over recursive structures. In ICML."}],"event":{"name":"KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Virtual Event CA USA","acronym":"KDD '20","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403317","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394486.3403317","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:01:48Z","timestamp":1750197708000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403317"}},"subtitle":["A Tree-Structured Neural Classifier for Detecting Misinformation Cascades"],"short-title":[],"issued":{"date-parts":[[2020,8,20]]},"references-count":52,"alternative-id":["10.1145\/3394486.3403317","10.1145\/3394486"],"URL":"https:\/\/doi.org\/10.1145\/3394486.3403317","relation":{},"subject":[],"published":{"date-parts":[[2020,8,20]]},"assertion":[{"value":"2020-08-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}