{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,28]],"date-time":"2025-09-28T20:32:46Z","timestamp":1759091566563,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":36,"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"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,8,23]]},"DOI":"10.1145\/3394486.3403364","type":"proceedings-article","created":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T23:03:57Z","timestamp":1597964637000},"page":"3128-3135","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["TIES"],"prefix":"10.1145","author":[{"given":"Nima","family":"Noorshams","sequence":"first","affiliation":[{"name":"Facebook, Menlo Park, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saurabh","family":"Verma","sequence":"additional","affiliation":[{"name":"Facebook, Menlo Park, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aude","family":"Hofleitner","sequence":"additional","affiliation":[{"name":"Facebook, Menlo Park, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,8,20]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"[n. d.]. Facebook for Small Businesses. https:\/\/www.facebook.com\/business\/success\/categories\/small-business. Accessed: 2020-01-02.  [n. d.]. Facebook for Small Businesses. https:\/\/www.facebook.com\/business\/success\/categories\/small-business. Accessed: 2020-01-02."},{"key":"e_1_3_2_1_2_1","unstructured":"[n. d.]. Facebook Transparency Report - Bullying and Harassment. https:\/\/transparency.facebook.com\/community-standardsenforcement#bullying-and-harassment. Accessed: 2019-10-28.  [n. d.]. Facebook Transparency Report - Bullying and Harassment. https:\/\/transparency.facebook.com\/community-standardsenforcement#bullying-and-harassment. Accessed: 2019-10-28."},{"key":"e_1_3_2_1_3_1","unstructured":"[n. d.]. Facebook Transparency Report - Hate Speech. https:\/\/transparency.facebook.com\/community-standards-enforcement#hatespeech. Accessed: 2019-10-28.  [n. d.]. Facebook Transparency Report - Hate Speech. https:\/\/transparency.facebook.com\/community-standards-enforcement#hatespeech. Accessed: 2019-10-28."},{"key":"e_1_3_2_1_4_1","unstructured":"[n. d.]. TorchScript documentation. https:\/\/pytorch.org\/docs\/stable\/jit.html. Accessed: 2020-01-03.  [n. d.]. TorchScript documentation. https:\/\/pytorch.org\/docs\/stable\/jit.html. Accessed: 2020-01-03."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W17-1101"},{"key":"e_1_3_2_1_6_1","volume-title":"ACM Computing Surveys (CSUR)","volume":"51","author":"Maria Liakata Rob Procter Kalina Bontcheva","year":"2018","unstructured":"Kalina Bontcheva Maria Liakata Rob Procter Arkaitz Zubiaga , Ahmet Aker . 2018 . Detection and Resolution of Rumours in Social Media: A Survey . ACM Computing Surveys (CSUR) , Vol. 51 , 32 (2018). Kalina Bontcheva Maria Liakata Rob Procter Arkaitz Zubiaga, Ahmet Aker. 2018. Detection and Resolution of Rumours in Social Media: A Survey. ACM Computing Surveys (CSUR), Vol. 51, 32 (2018)."},{"key":"e_1_3_2_1_7_1","volume-title":"A Survey of the Recent Architectures of Deep Convolutional Neural Networks. ArXiv","author":"Aqsa Saeed Qureshi Asifullah Umme Zahoora","year":"2019","unstructured":"Umme Zahoora Aqsa Saeed Qureshi Asifullah Khan, Anabia Sohail . 2019. A Survey of the Recent Architectures of Deep Convolutional Neural Networks. ArXiv , Vol. abs\/ 1901 .06032 ( 2019 ). Umme Zahoora Aqsa Saeed Qureshi Asifullah Khan, Anabia Sohail. 2019. A Survey of the Recent Architectures of Deep Convolutional Neural Networks. ArXiv, Vol. abs\/1901.06032 (2019)."},{"key":"e_1_3_2_1_8_1","first-page":"8","article-title":"Integro: Leveraging Victim Prediction for Robust Fake Account Detection in OSNs","volume":"15","author":"Boshmaf Yazan","year":"2015","unstructured":"Yazan Boshmaf , Dionysios Logothetis , Georgos Siganos , Jorge Ler'ia , Jose Lorenzo , Matei Ripeanu , and Konstantin Beznosov . 2015 . Integro: Leveraging Victim Prediction for Robust Fake Account Detection in OSNs .. In NDSS , Vol. 15. 8 -- 11 . Yazan Boshmaf, Dionysios Logothetis, Georgos Siganos, Jorge Ler'ia, Jose Lorenzo, Matei Ripeanu, and Konstantin Beznosov. 2015. Integro: Leveraging Victim Prediction for Robust Fake Account Detection in OSNs.. In NDSS, Vol. 15. 8--11.","journal-title":"NDSS"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/PAAP.2018.00026"},{"key":"e_1_3_2_1_10_1","volume-title":"Proceedings of 25th International World Wide Web Conference.","author":"Yashar Mehdad Yashar Mehdad Achint Thomas","year":"2016","unstructured":"Achint Thomas Yashar Mehdad Yashar Mehdad Chikashi Nobata , Joel Tetreault . 2016 . Abusive Language Detection in Online User Content . In Proceedings of 25th International World Wide Web Conference. Achint Thomas Yashar Mehdad Yashar Mehdad Chikashi Nobata, Joel Tetreault. 2016. Abusive Language Detection in Online User Content. In Proceedings of 25th International World Wide Web Conference."},{"key":"e_1_3_2_1_11_1","volume-title":"Proceedings of the 32nd AAAI Conference on Artificial Intelligence. 5198--5204","author":"Tomas Mikolov Douwe Kiela Armand Joulin","year":"2018","unstructured":"Armand Joulin Tomas Mikolov Douwe Kiela , Edouard Grave . 2018 . Efficient Large-Scale Multi-Modal Classification . In Proceedings of the 32nd AAAI Conference on Artificial Intelligence. 5198--5204 . Armand Joulin Tomas Mikolov Douwe Kiela, Edouard Grave. 2018. Efficient Large-Scale Multi-Modal Classification. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence. 5198--5204."},{"key":"e_1_3_2_1_12_1","volume-title":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. 3901--3907","author":"Liang Wang Tieniu Tan Shu Wu","year":"2017","unstructured":"Shu Wu Liang Wang Tieniu Tan Feng Yu , Qiang Liu . 2017 . A Convolutional Approach for Misinformation Identification . In Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. 3901--3907 . Shu Wu Liang Wang Tieniu Tan Feng Yu, Qiang Liu. 2017. A Convolutional Approach for Misinformation Identification. In Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. 3901--3907."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W17-3013"},{"key":"e_1_3_2_1_14_1","volume-title":"Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16)","author":"Sarah Rajtmajer Christopher Griffin Anna Squicciarini","year":"2016","unstructured":"Anna Squicciarini Sarah Rajtmajer Christopher Griffin David Miller Cornelia Caragea Haoti Zhong , Hao Li . 2016 . Content-Driven Detection of Cyberbullying on the Instagram Social Network . In Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16) . 3952--3958. Anna Squicciarini Sarah Rajtmajer Christopher Griffin David Miller Cornelia Caragea Haoti Zhong, Hao Li. 2016. Content-Driven Detection of Cyberbullying on the Instagram Social Network. In Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16). 3952--3958."},{"key":"e_1_3_2_1_15_1","volume-title":"Sabrina Arredondo Mattson","author":"Rafiq Richard Han Rahat Ibn","year":"2015","unstructured":"Rahat Ibn Rafiq Richard Han Qin Lv Shivakant Mishra Homa Hosseinmardi , Sabrina Arredondo Mattson . 2015 . Detection of Cyberbullying Incidents on the Instagram Social Network. Technical Report. University of Colorado at Boulder. https:\/\/arxiv.org\/abs\/1503.03909 Rahat Ibn Rafiq Richard Han Qin Lv Shivakant Mishra Homa Hosseinmardi, Sabrina Arredondo Mattson. 2015. Detection of Cyberbullying Incidents on the Instagram Social Network. Technical Report. University of Colorado at Boulder. https:\/\/arxiv.org\/abs\/1503.03909"},{"volume-title":"Proceedings of the 25th International Joint Conference on Artificial Intelligence. 3818--3824","author":"Hamad Bin Khalifa Sejeong Prasenjit Mitra","key":"e_1_3_2_1_16_1","unstructured":"Prasenjit Mitra Hamad Bin Khalifa Sejeong Kwon Bernard J. Jansen Kam-Fai Wong Meeyoung Cha Jing Ma, Wei Gao. 2016. Detecting rumors from microblogs with recurrent neural networks . In Proceedings of the 25th International Joint Conference on Artificial Intelligence. 3818--3824 . Prasenjit Mitra Hamad Bin Khalifa Sejeong Kwon Bernard J. Jansen Kam-Fai Wong Meeyoung Cha Jing Ma, Wei Gao. 2016. Detecting rumors from microblogs with recurrent neural networks. In Proceedings of the 25th International Joint Conference on Artificial Intelligence. 3818--3824."},{"key":"e_1_3_2_1_17_1","article-title":"Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying","volume":"2","author":"Henry Lieberman Karthik Dinakar Catherine Havasi","year":"2012","unstructured":"Catherine Havasi Henry Lieberman Karthik Dinakar , Birago Jones and Rosalind Picard . 2012 . Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying . ACM Transactions on Interactive Intelligent Systems , Vol. 2 , 3 (2012). Catherine Havasi Henry Lieberman Karthik Dinakar, Birago Jones and Rosalind Picard. 2012. Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying. ACM Transactions on Interactive Intelligent Systems, Vol. 2, 3 (2012).","journal-title":"ACM Transactions on Interactive Intelligent Systems"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330895"},{"key":"e_1_3_2_1_19_1","volume-title":"PyTorch-BigGraph: A Large-scale Graph Embedding System. arXiv preprint arXiv:1903.12287","author":"Lerer Adam","year":"2019","unstructured":"Adam Lerer , Ledell Wu , Jiajun Shen , Timothee Lacroix , Luca Wehrstedt , Abhijit Bose , and Alex Peysakhovich . 2019. PyTorch-BigGraph: A Large-scale Graph Embedding System. arXiv preprint arXiv:1903.12287 ( 2019 ). Adam Lerer, Ledell Wu, Jiajun Shen, Timothee Lacroix, Luca Wehrstedt, Abhijit Bose, and Alex Peysakhovich. 2019. PyTorch-BigGraph: A Large-scale Graph Embedding System. arXiv preprint arXiv:1903.12287 (2019)."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2882972"},{"key":"e_1_3_2_1_21_1","volume-title":"Satwik Kottur.","author":"Barnab\u00e1s P\u00f3czos Ruslan Salakhutdinov Siamak Ravanbakhsh","year":"2017","unstructured":"Siamak Ravanbakhsh Barnab\u00e1s P\u00f3czos Ruslan Salakhutdinov Alexander J. Smola Manzil Zaheer , Satwik Kottur. 2017 . Deep Sets. In Advances in Neural Information Processing (NIPS) . Siamak Ravanbakhsh Barnab\u00e1s P\u00f3czos Ruslan Salakhutdinov Alexander J. Smola Manzil Zaheer, Satwik Kottur. 2017. Deep Sets. In Advances in Neural Information Processing (NIPS)."},{"key":"e_1_3_2_1_22_1","volume-title":"Proceedings of European Conference on Information Retrieval. 693--696","author":"Maral Dadvar Roeland Ordelman","year":"2013","unstructured":"Roeland Ordelman Maral Dadvar , Dolf Trieschnigg and Franciska de Jong . 2013 . Improving cyberbullying detection with user context . In Proceedings of European Conference on Information Retrieval. 693--696 . Roeland Ordelman Maral Dadvar, Dolf Trieschnigg and Franciska de Jong. 2013. Improving cyberbullying detection with user context. In Proceedings of European Conference on Information Retrieval. 693--696."},{"key":"e_1_3_2_1_23_1","volume-title":"Proceedings of 24th International World Wide Web Conference. 29--30","author":"Mihajlo Grbovic Vladan Radosavljevic Robin Morris","year":"2015","unstructured":"Robin Morris Mihajlo Grbovic Vladan Radosavljevic Narayan Bhamidipati Nemanja Djuric , Jing Zhou . 2015 . Hate Speech Detection with Comment Embeddings . In Proceedings of 24th International World Wide Web Conference. 29--30 . Robin Morris Mihajlo Grbovic Vladan Radosavljevic Narayan Bhamidipati Nemanja Djuric, Jing Zhou. 2015. Hate Speech Detection with Comment Embeddings. In Proceedings of 24th International World Wide Web Conference. 29--30."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134055"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2017.12.005"},{"key":"e_1_3_2_1_26_1","volume-title":"EPJ Data Science","volume":"5","author":"Williams Pete Burnap Matthew L","year":"2016","unstructured":"Matthew L Williams Pete Burnap . 2016 . Us and them: identifying cyber hate on Twitter across multiple protected characteristics . EPJ Data Science , Vol. 5 , 11 (2016). Matthew L Williams Pete Burnap. 2016. Us and them: identifying cyber hate on Twitter across multiple protected characteristics. EPJ Data Science, Vol. 5, 11 (2016)."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3054223"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W16-0403"},{"volume-title":"24th $$USENIX$$ Security Symposium ($$USENIX$$ Security 15). 563--578.","author":"Stringhini Gianluca","key":"e_1_3_2_1_29_1","unstructured":"Gianluca Stringhini , Pierre Mourlanne , Gregoire Jacob , Manuel Egele , Christopher Kruegel , and Giovanni Vigna . 2015. {EVILCOHORT} : Detecting Communities of Malicious Accounts on Online Services . In 24th $$USENIX$$ Security Symposium ($$USENIX$$ Security 15). 563--578. Gianluca Stringhini, Pierre Mourlanne, Gregoire Jacob, Manuel Egele, Christopher Kruegel, and Giovanni Vigna. 2015. {EVILCOHORT}: Detecting Communities of Malicious Accounts on Online Services. In 24th $$USENIX$$ Security Symposium ($$USENIX$$ Security 15). 563--578."},{"key":"e_1_3_2_1_30_1","unstructured":"Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N Gomez \u0141ukasz Kaiser and Illia Polosukhin. 2017. Attention is all you need. In Advances in neural information processing systems. 5998--6008.  Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N Gomez \u0141ukasz Kaiser and Illia Polosukhin. 2017. Attention is all you need. In Advances in neural information processing systems. 5998--6008."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2808769.2808779"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2187836.2187847"},{"key":"e_1_3_2_1_33_1","volume-title":"BotGraph: Large Scale Spamming Botnet Detection. In 6th USENIX Symposium on Networked Systems Design and Implementation.","author":"Qifa Ke Yuan Yu Fang Yu","year":"2009","unstructured":"Fang Yu Qifa Ke Yuan Yu Yan Chen Yao Zhao , Yinglian Xie and Eliot Gillum . 2009 . BotGraph: Large Scale Spamming Botnet Detection. In 6th USENIX Symposium on Networked Systems Design and Implementation. Fang Yu Qifa Ke Yuan Yu Yan Chen Yao Zhao, Yinglian Xie and Eliot Gillum. 2009. BotGraph: Large Scale Spamming Botnet Detection. In 6th USENIX Symposium on Networked Systems Design and Implementation."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/SocialCom-PASSAT.2012.55"},{"key":"e_1_3_2_1_35_1","volume-title":"A Critical Review of Recurrent Neural Networks for Sequence Learning. ArXiv","author":"Zachary Lipton Charles Elkan","year":"2015","unstructured":"Charles Elkan Zachary Lipton , John Berkowitz . 2015. A Critical Review of Recurrent Neural Networks for Sequence Learning. ArXiv , Vol. abs\/ 1506 .00019 ( 2015 ). Charles Elkan Zachary Lipton, John Berkowitz. 2015. A Critical Review of Recurrent Neural Networks for Sequence Learning. ArXiv, Vol. abs\/1506.00019 (2015)."},{"key":"e_1_3_2_1_36_1","volume-title":"Proceedings of the NAACL Student Research Workshop. 88--93","author":"Zeerak Waseem Dirk Hovy","year":"2016","unstructured":"Dirk Hovy Zeerak Waseem . 2016 . Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitter . In Proceedings of the NAACL Student Research Workshop. 88--93 . Dirk Hovy Zeerak Waseem. 2016. Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitter. In Proceedings of the NAACL Student Research Workshop. 88--93."}],"event":{"name":"KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"],"location":"Virtual Event CA USA","acronym":"KDD '20"},"container-title":["Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403364","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394486.3403364","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:31:29Z","timestamp":1750195889000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403364"}},"subtitle":["Temporal Interaction Embeddings for Enhancing Social Media Integrity at Facebook"],"short-title":[],"issued":{"date-parts":[[2020,8,20]]},"references-count":36,"alternative-id":["10.1145\/3394486.3403364","10.1145\/3394486"],"URL":"https:\/\/doi.org\/10.1145\/3394486.3403364","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"}}]}}