{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T06:56:18Z","timestamp":1760597778535,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":44,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,11,6]],"date-time":"2017-11-06T00:00:00Z","timestamp":1509926400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Amsterdam Institute for Advanced Metropolitan Solutions"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,11,6]]},"DOI":"10.1145\/3132847.3133005","type":"proceedings-article","created":{"date-parts":[[2017,11,6]],"date-time":"2017-11-06T13:30:29Z","timestamp":1509975029000},"page":"1459-1468","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":46,"title":["Interacting Attention-gated Recurrent Networks for Recommendation"],"prefix":"10.1145","author":[{"given":"Wenjie","family":"Pei","sequence":"first","affiliation":[{"name":"Delft University of Technology, Delft, Netherlands"}]},{"given":"Jie","family":"Yang","sequence":"additional","affiliation":[{"name":"Delft University of Technology, Delft, Netherlands"}]},{"given":"Zhu","family":"Sun","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore, Singapore"}]},{"given":"Jie","family":"Zhang","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore, Singapore"}]},{"given":"Alessandro","family":"Bozzon","sequence":"additional","affiliation":[{"name":"Delft University of Technology, Delft, Netherlands"}]},{"given":"David M.J.","family":"Tax","sequence":"additional","affiliation":[{"name":"Delft University of Technology, Delft, Netherlands"}]}],"member":"320","published-online":{"date-parts":[[2017,11,6]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2016.7738886"},{"volume-title":"Advances in optimizing recurrent networks","author":"Bengio Yoshua","key":"e_1_3_2_1_2_1","unstructured":"Yoshua Bengio , Nicolas Boulanger-Lewandowski , and Razvan Pascanu . 2013. Advances in optimizing recurrent networks .. In ICASSP. IEEE , 8624--8628. Yoshua Bengio, Nicolas Boulanger-Lewandowski, and Razvan Pascanu. 2013. Advances in optimizing recurrent networks.. In ICASSP. IEEE, 8624--8628."},{"key":"e_1_3_2_1_3_1","volume-title":"The Netflix Prize KDD Cup Workshop","volume":"2007","author":"Bennett James","year":"2007","unstructured":"James Bennett , Stan Lanning , and others. 2007 . The Netflix Prize KDD Cup Workshop , Vol. Vol. 2007 . New York, NY, USA, 35. James Bennett, Stan Lanning, and others. 2007. The Netflix Prize KDD Cup Workshop, Vol. Vol. 2007. New York, NY, USA, 35."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001493000339"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507182"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788627"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"e_1_3_2_1_8_1","volume-title":"Sherlock: Sparse hierarchical embeddings for visually-aware one-class collaborative Filtering. In IJCAI. 3740--3746.","author":"He Ruining","year":"2016","unstructured":"Ruining He , Chunbin Lin , Jianguo Wang , and Julian McAuley . 2016 . Sherlock: Sparse hierarchical embeddings for visually-aware one-class collaborative Filtering. In IJCAI. 3740--3746. Ruining He, Chunbin Lin, Jianguo Wang, and Julian McAuley. 2016. Sherlock: Sparse hierarchical embeddings for visually-aware one-class collaborative Filtering. In IJCAI. 3740--3746."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"e_1_3_2_1_10_1","volume-title":"Session-based recommendations with recurrent neural networks. arXiv preprint arXiv:1511.06939","author":"Hidasi Bal\u00e1zs","year":"2015","unstructured":"Bal\u00e1zs Hidasi , Alexandros Karatzoglou , Linas Baltrunas , and Domonkos Tikk . 2015. Session-based recommendations with recurrent neural networks. arXiv preprint arXiv:1511.06939 ( 2015 ). Bal\u00e1zs Hidasi, Alexandros Karatzoglou, Linas Baltrunas, and Domonkos Tikk. 2015. Session-based recommendations with recurrent neural networks. arXiv preprint arXiv:1511.06939 (2015)."},{"key":"e_1_3_2_1_11_1","volume-title":"Science","volume":"313","author":"Hinton Geoffrey E","year":"2006","unstructured":"Geoffrey E Hinton and Ruslan R Salakhutdinov . 2006 . Reducing the dimensionality of data with neural networks . Science , Vol. 313 , 5786 (2006), 504--507. Geoffrey E Hinton and Ruslan R Salakhutdinov. 2006. Reducing the dimensionality of data with neural networks. Science, Vol. 313, 5786 (2006), 504--507."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"e_1_3_2_1_13_1","volume-title":"Recurrent Poisson factorization for temporal recommendation. arXiv preprint arXiv:1703.01442","author":"Hosseini Seyed Abbas","year":"2017","unstructured":"Seyed Abbas Hosseini , Keivan Alizadeh , Ali Khodadadi , Ali Arabzadeh , Mehrdad Farajtabar , Hongyuan Zha , and Hamid R Rabiee . 2017. Recurrent Poisson factorization for temporal recommendation. arXiv preprint arXiv:1703.01442 ( 2017 ). Seyed Abbas Hosseini, Keivan Alizadeh, Ali Khodadadi, Ali Arabzadeh, Mehrdad Farajtabar, Hongyuan Zha, and Hamid R Rabiee. 2017. Recurrent Poisson factorization for temporal recommendation. arXiv preprint arXiv:1703.01442 (2017)."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018719"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043964"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401944"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557072"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767755"},{"key":"e_1_3_2_1_20_1","volume-title":"2013 a. Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov , Kai Chen , Greg Corrado , and Jeffrey Dean . 2013 a. Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781 ( 2013 ). Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013 a. Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781 (2013)."},{"key":"e_1_3_2_1_21_1","unstructured":"Tomas Mikolov Ilya Sutskever Kai Chen Greg S Corrado and Jeff Dean. 2013 b. Distributed representations of words and phrases and their compositionality NIPS. 3111--3119.   Tomas Mikolov Ilya Sutskever Kai Chen Greg S Corrado and Jeff Dean. 2013 b. Distributed representations of words and phrases and their compositionality NIPS. 3111--3119."},{"key":"e_1_3_2_1_22_1","unstructured":"Vinod Nair and Geoffrey E Hinton. 2010. Rectified linear units improve restricted boltzmann machines ICML. 807--814.   Vinod Nair and Geoffrey E Hinton. 2010. Rectified linear units improve restricted boltzmann machines ICML. 807--814."},{"key":"e_1_3_2_1_23_1","unstructured":"Wenjie Pei Tadas Baltrusaitis David M.J. Tax and Louis-Philippe Morency. 2017. Temporal attention-gated model for robust sequence classification CVPR.  Wenjie Pei Tadas Baltrusaitis David M.J. Tax and Louis-Philippe Morency. 2017. Temporal attention-gated model for robust sequence classification CVPR."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"volume-title":"A general graph-based model for recommendation in event-based social networks ICDE","author":"Nguyen Pham Tuan-Anh","key":"e_1_3_2_1_25_1","unstructured":"Tuan-Anh Nguyen Pham , Xutao Li , Gao Cong , and Zhenjie Zhang . 2015. A general graph-based model for recommendation in event-based social networks ICDE . IEEE , 567--578. Tuan-Anh Nguyen Pham, Xutao Li, Gao Cong, and Zhenjie Zhang. 2015. A general graph-based model for recommendation in event-based social networks ICDE. IEEE, 567--578."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.127"},{"key":"e_1_3_2_1_27_1","volume-title":"BPR: Bayesian personalized ranking from implicit feedback","author":"Rendle Steffen","year":"2009","unstructured":"Steffen Rendle , Christoph Freudenthaler , Zeno Gantner , and Lars Schmidt-Thieme . 2009 . BPR: Bayesian personalized ranking from implicit feedback UAI. AUAI Press , 452--461. Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009. BPR: Bayesian personalized ranking from implicit feedback UAI. AUAI Press, 452--461."},{"key":"e_1_3_2_1_28_1","first-page":"1","article-title":"Learning representations by back-propagating errors","volume":"5","author":"Rumelhart David E","year":"1988","unstructured":"David E Rumelhart , Geoffrey E Hinton , and Ronald J Williams . 1988 . Learning representations by back-propagating errors . Cognitive Modeling , Vol. 5 , 3 (1988), 1 . David E Rumelhart, Geoffrey E Hinton, and Ronald J Williams. 1988. Learning representations by back-propagating errors. Cognitive Modeling, Vol. 5, 3 (1988), 1.","journal-title":"Cognitive Modeling"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2740908.2742726"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556270"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401969"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.5555\/2627435.2670313"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/421425"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"crossref","unstructured":"Zhu Sun Jie Yang Jie Zhang and Alessandro Bozzon. 2017. Exploiting both vertical and horizontal dimensions of feature hierarchy for effective recommendation. In AAAI. 189--195.  Zhu Sun Jie Yang Jie Zhang and Alessandro Bozzon. 2017. Exploiting both vertical and horizontal dimensions of feature hierarchy for effective recommendation. In AAAI. 189--195.","DOI":"10.1609\/aaai.v31i1.10491"},{"key":"e_1_3_2_1_36_1","volume-title":"Divide the gradient by a running average of its recent magnitude. COURSERA: Neural networks for machine learning","author":"Tieleman Tijmen","year":"2012","unstructured":"Tijmen Tieleman and Geoffrey Hinton . 2012. Lecture 6.5-rmsprop : Divide the gradient by a running average of its recent magnitude. COURSERA: Neural networks for machine learning , Vol. 4 , 2 ( 2012 ). Tijmen Tieleman and Geoffrey Hinton. 2012. Lecture 6.5-rmsprop: Divide the gradient by a running average of its recent magnitude. COURSERA: Neural networks for machine learning, Vol. 4, 2 (2012)."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959160"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(88)90007-X"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018689"},{"key":"e_1_3_2_1_40_1","volume-title":"ICML","volume":"14","author":"Xu Kelvin","year":"2015","unstructured":"Kelvin Xu , Jimmy Ba , Ryan Kiros , Kyunghyun Cho , Aaron C Courville , Ruslan Salakhutdinov , Richard S Zemel , and Yoshua Bengio . 2015 . Show, attend and tell: neural image caption generation with visual attention . ICML , Vol. Vol. 14 . 77--81. Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron C Courville, Ruslan Salakhutdinov, Richard S Zemel, and Yoshua Bengio. 2015. Show, attend and tell: neural image caption generation with visual attention. ICML, Vol. Vol. 14. 77--81."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959159"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"crossref","unstructured":"Zichao Yang Diyi Yang Chris Dyer Xiaodong He Alex Smola and Eduard Hovy. 2016 b. Hierarchical attention networks for document classification NACAL-HLT. 1480--1489.  Zichao Yang Diyi Yang Chris Dyer Xiaodong He Alex Smola and Eduard Hovy. 2016 b. Hierarchical attention networks for document classification NACAL-HLT. 1480--1489.","DOI":"10.18653\/v1\/N16-1174"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/2484028.2484030"},{"key":"e_1_3_2_1_44_1","volume-title":"Recurrent neural network regularization. arXiv preprint arXiv:1409.2329","author":"Zaremba Wojciech","year":"2014","unstructured":"Wojciech Zaremba , Ilya Sutskever , and Oriol Vinyals . 2014. Recurrent neural network regularization. arXiv preprint arXiv:1409.2329 ( 2014 ). Wojciech Zaremba, Ilya Sutskever, and Oriol Vinyals. 2014. Recurrent neural network regularization. arXiv preprint arXiv:1409.2329 (2014)."}],"event":{"name":"CIKM '17: ACM Conference on Information and Knowledge Management","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Singapore Singapore","acronym":"CIKM '17"},"container-title":["Proceedings of the 2017 ACM on Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3132847.3133005","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3132847.3133005","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:13:46Z","timestamp":1750212826000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3132847.3133005"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,6]]},"references-count":44,"alternative-id":["10.1145\/3132847.3133005","10.1145\/3132847"],"URL":"https:\/\/doi.org\/10.1145\/3132847.3133005","relation":{},"subject":[],"published":{"date-parts":[[2017,11,6]]},"assertion":[{"value":"2017-11-06","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}