{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T05:08:57Z","timestamp":1776056937655,"version":"3.50.1"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"18","license":[{"start":{"date-parts":[[2020,8,8]],"date-time":"2020-08-08T00:00:00Z","timestamp":1596844800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,8,8]],"date-time":"2020-08-08T00:00:00Z","timestamp":1596844800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"the NSFC","award":["11688101"],"award-info":[{"award-number":["11688101"]}]},{"name":"the NSFC","award":["61872360"],"award-info":[{"award-number":["61872360"]}]},{"name":"the ARC DECRA","award":["DE200100964"],"award-info":[{"award-number":["DE200100964"]}]},{"name":"the Youth Innovation Promotion Association CAS","award":["2017210"],"award-info":[{"award-number":["2017210"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2023,6]]},"DOI":"10.1007\/s00521-020-05236-4","type":"journal-article","created":{"date-parts":[[2020,8,8]],"date-time":"2020-08-08T11:02:35Z","timestamp":1596884555000},"page":"12995-13005","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":43,"title":["Deep spatial\u2013temporal structure learning for rumor detection on Twitter"],"prefix":"10.1007","volume":"35","author":[{"given":"Qi","family":"Huang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9958-8673","authenticated-orcid":false,"given":"Chuan","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jia","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luchen","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,8,8]]},"reference":[{"key":"5236_CR1","doi-asserted-by":"publisher","DOI":"10.1037\/11503-000","volume-title":"Rumor psychology: social and organizational approaches","author":"N DiFonzo","year":"2007","unstructured":"DiFonzo N, Bordia P (2007) Rumor psychology: social and organizational approaches, vol 750. American Psychological Association, Washington"},{"key":"5236_CR2","doi-asserted-by":"crossref","unstructured":"Jin Z, Cao J, Guo H, Zhang Y, Wang Y, Luo J (2017) Detection and analysis of 2016 us presidential election related rumors on twitter. In: International conference on social computing, behavioral-cultural modeling and prediction and behavior representation in modeling and simulation. Springer, pp 14\u201324","DOI":"10.1007\/978-3-319-60240-0_2"},{"key":"5236_CR3","doi-asserted-by":"crossref","unstructured":"Ma J, Gao W, Wong KF (2018) Rumor detection on twitter with tree-structured recursive neural networks. In: Proceedings of the 56th annual meeting of the association for computational linguistics (Volume 1: Long Papers), pp 1980\u20131989","DOI":"10.18653\/v1\/P18-1184"},{"key":"5236_CR4","doi-asserted-by":"crossref","unstructured":"Castillo C, Mendoza M, Poblete B (2011) Information credibility on twitter. In: Proceedings of the 20th international conference on World wide web, pp 675\u2013684","DOI":"10.1145\/1963405.1963500"},{"key":"5236_CR5","doi-asserted-by":"crossref","unstructured":"Kwon S, Cha M, Jung K, Chen W, Wang Y (2013) Prominent features of rumor propagation in online social media. In: 2013 IEEE 13th international conference on data mining. IEEE, pp 1103\u20131108","DOI":"10.1109\/ICDM.2013.61"},{"key":"5236_CR6","doi-asserted-by":"crossref","unstructured":"Liu X, Nourbakhsh A, Li Q, Fang R, Shah S (2015) Real-time rumor debunking on twitter. In: Proceedings of the 24th ACM international on conference on information and knowledge management, pp 1867\u20131870","DOI":"10.1145\/2806416.2806651"},{"key":"5236_CR7","doi-asserted-by":"crossref","unstructured":"Ma J, Gao W, Wei Z, Lu Y, Wong KF (2015) Detect rumors using time series of social context information on microblogging websites. In: Proceedings of the 24th ACM international on conference on information and knowledge management, pp 1751\u20131754","DOI":"10.1145\/2806416.2806607"},{"key":"5236_CR8","unstructured":"Ma J, Gao W, Mitra P, Kwon S, Jansen BJ, Wong KF, Cha M (2016) Detecting rumors from microblogs with recurrent neural networks. In: Proceedings of the twenty-fifth international joint conference on artificial intelligence, pp 3818\u20133824"},{"key":"5236_CR9","doi-asserted-by":"crossref","unstructured":"Ruchansky N, Seo S, Liu Y (2017) Csi: a hybrid deep model for fake news detection. In: Proceedings of the 2017 ACM on conference on information and knowledge management, pp 797\u2013806","DOI":"10.1145\/3132847.3132877"},{"key":"5236_CR10","doi-asserted-by":"crossref","unstructured":"Wu K, Yang S, Zhu KQ (2015) False rumors detection on sina weibo by propagation structures. In: 2015 IEEE 31st international conference on data engineering. IEEE, pp 651\u2013662","DOI":"10.1109\/ICDE.2015.7113322"},{"key":"5236_CR11","doi-asserted-by":"crossref","unstructured":"Ma J, Gao W, Wong KF (2017) Detect rumors in microblog posts using propagation structure via kernel learning. In: Proceedings of the 55th annual meeting of the association for computational linguistics (Volume 1: Long Papers), pp 708\u2013717","DOI":"10.18653\/v1\/P17-1066"},{"issue":"3","key":"5236_CR12","doi-asserted-by":"publisher","first-page":"0150989","DOI":"10.1371\/journal.pone.0150989","volume":"11","author":"A Zubiaga","year":"2016","unstructured":"Zubiaga A, Liakata M, Procter R, Hoi GWS, Tolmie P (2016) Analysing how people orient to and spread rumours in social media by looking at conversational threads. PLoS ONE 11(3):0150989","journal-title":"PLoS ONE"},{"key":"5236_CR13","unstructured":"Mikolov T, Sutskever I, Chen K, Corrado GS, Dean J (2013) Distributed representations of words and phrases and their compositionality. In: Advances in neural information processing systems, pp 3111\u20133119"},{"key":"5236_CR14","doi-asserted-by":"crossref","unstructured":"Cho K, van Merri\u00ebnboer B, Gulcehre C, Bahdanau D, Bougares F, Schwenk H, Bengio Y (2014) Learning phrase representations using rnn encoder\u2013decoder for statistical machine translation. In: Proceedings of the 2014 conference on empirical methods in natural language processing (EMNLP), pp 1724\u20131734","DOI":"10.3115\/v1\/D14-1179"},{"key":"5236_CR15","unstructured":"Vaswani A, Shazeer N, Parmar N, Uszkoreit J, Jones L, Gomez AN, Kaiser \u0141, Polosukhin I (2017) Attention is all you need. In: Advances in neural information processing systems, pp 5998\u20136008"},{"key":"5236_CR16","doi-asserted-by":"crossref","unstructured":"Liu Y, Wu YFB (2018) Early detection of fake news on social media through propagation path classification with recurrent and convolutional networks. In: Thirty-second AAAI conference on artificial intelligence","DOI":"10.1609\/aaai.v32i1.11268"},{"key":"5236_CR17","doi-asserted-by":"crossref","unstructured":"Yuan C, Ma Q, Zhou W, Han J, Hu S (2019) Jointly embedding the local and global relations of heterogeneous graph for rumor detection. arXiv:190904465","DOI":"10.1109\/ICDM.2019.00090"},{"key":"5236_CR18","doi-asserted-by":"crossref","unstructured":"Zhao Z, Resnick P, Mei Q (2015) Enquiring minds: early detection of rumors in social media from enquiry posts. In: Proceedings of the 24th international conference on world wide web, pp 1395\u20131405","DOI":"10.1145\/2736277.2741637"},{"key":"5236_CR19","unstructured":"Kingma DP, Ba J (2014) Adam: a method for stochastic optimization. arXiv:14126980"},{"key":"5236_CR20","doi-asserted-by":"crossref","unstructured":"Yang F, Liu Y, Yu X, Yang M (2012) Automatic detection of rumor on sina weibo. In: Proceedings of the ACM SIGKDD workshop on mining data semantics, p\u00a013","DOI":"10.1145\/2350190.2350203"},{"key":"5236_CR21","doi-asserted-by":"crossref","unstructured":"Huang Q, Zhou C, Wu J, Wang M, Wang B (2019) Deep structure learning for rumor detection on twitter. In: 2019 international joint conference on neural networks (IJCNN). IEEE, pp 1\u20138","DOI":"10.1109\/IJCNN.2019.8852468"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-020-05236-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-020-05236-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-020-05236-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,19]],"date-time":"2023-05-19T00:03:14Z","timestamp":1684454594000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-020-05236-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,8]]},"references-count":21,"journal-issue":{"issue":"18","published-print":{"date-parts":[[2023,6]]}},"alternative-id":["5236"],"URL":"https:\/\/doi.org\/10.1007\/s00521-020-05236-4","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,8,8]]},"assertion":[{"value":"9 May 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 July 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 August 2020","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}