{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T06:58:20Z","timestamp":1776063500414,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2016,9,7]],"date-time":"2016-09-07T00:00:00Z","timestamp":1473206400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"EU FP7","award":["610594"],"award-info":[{"award-number":["610594"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2016,9,7]]},"DOI":"10.1145\/2959100.2959167","type":"proceedings-article","created":{"date-parts":[[2016,9,1]],"date-time":"2016-09-01T18:25:14Z","timestamp":1472754314000},"page":"241-248","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":400,"title":["Parallel Recurrent Neural Network Architectures for Feature-rich Session-based Recommendations"],"prefix":"10.1145","author":[{"given":"Bal\u00e1zs","family":"Hidasi","sequence":"first","affiliation":[{"name":"Gravity R&D, Budapest, Hungary"}]},{"given":"Massimo","family":"Quadrana","sequence":"additional","affiliation":[{"name":"Politecnico di Milano, Milan, Italy"}]},{"given":"Alexandros","family":"Karatzoglou","sequence":"additional","affiliation":[{"name":"Telefonica Research, Barcelona, Spain"}]},{"given":"Domonkos","family":"Tikk","sequence":"additional","affiliation":[{"name":"Gravity R&D, Budapest, Hungary"}]}],"member":"320","published-online":{"date-parts":[[2016,9,7]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043996"},{"key":"e_1_3_2_2_2_1","first-page":"103","volume-title":"Semantics and Structure in Statistical Translation","author":"Cho K.","year":"2014","unstructured":"K. Cho , B. van Merri\u00ebnboer , D. Bahdanau , and Y. Bengio . On the properties of neural machine translation: Encoder--decoder approaches. In SSST-8: 8th Workshop on Syntax , Semantics and Structure in Statistical Translation , pages 103 -- 111 , 2014 . K. Cho, B. van Merri\u00ebnboer, D. Bahdanau, and Y. Bengio. On the properties of neural machine translation: Encoder--decoder approaches. In SSST-8: 8th Workshop on Syntax, Semantics and Structure in Statistical Translation, pages 103--111, 2014."},{"key":"e_1_3_2_2_3_1","first-page":"647","volume-title":"ICML'14: 31st Int. Conf. on Machine Learning","author":"Donahue J.","year":"2014","unstructured":"J. Donahue , Y. Jia , O. Vinyals , J. Hoffman , N. Zhang , E. Tzeng , and T. Darrell . DeCAF: A deep convolutional activation feature for generic visual recognition . In ICML'14: 31st Int. Conf. on Machine Learning , pages 647 -- 655 , 2014 . J. Donahue, Y. Jia, O. Vinyals, J. Hoffman, N. Zhang, E. Tzeng, and T. Darrell. DeCAF: A deep convolutional activation feature for generic visual recognition. In ICML'14: 31st Int. Conf. on Machine Learning, pages 647--655, 2014."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741667"},{"key":"e_1_3_2_2_5_1","volume-title":"Deep residual learning for image recognition. arXiv preprint arXiv:1512.03385","author":"He K.","year":"2015","unstructured":"K. He , X. Zhang , S. Ren , and J. Sun . Deep residual learning for image recognition. arXiv preprint arXiv:1512.03385 , 2015 . K. He, X. Zhang, S. Ren, and J. Sun. Deep residual learning for image recognition. arXiv preprint arXiv:1512.03385, 2015."},{"key":"e_1_3_2_2_6_1","volume-title":"McAuley. VBPR: Visual Bayesian Personalized Ranking from implicit feedback. CoRR, 1510.01784","author":"He R.","year":"2015","unstructured":"R. He and J. McAuley. VBPR: Visual Bayesian Personalized Ranking from implicit feedback. CoRR, 1510.01784 , 2015 . R. He and J. McAuley. VBPR: Visual Bayesian Personalized Ranking from implicit feedback. CoRR, 1510.01784, 2015."},{"key":"e_1_3_2_2_7_1","volume-title":"International Conference on Learning Representations","author":"Hidasi B.","year":"2016","unstructured":"B. Hidasi , A. Karatzoglou , L. Baltrunas , and D. Tikk . Session-based recommendations with recurrent neural networks . International Conference on Learning Representations , 2016 . B. Hidasi, A. Karatzoglou, L. Baltrunas, and D. Tikk. Session-based recommendations with recurrent neural networks. International Conference on Learning Representations, 2016."},{"key":"e_1_3_2_2_8_1","first-page":"67","volume-title":"ECML-PKDD'12, Part II, number 7524 in LNCS","author":"Hidasi B.","year":"2012","unstructured":"B. Hidasi and D. Tikk . Fast ALS-based tensor factorization for context-aware recommendation from implicit feedback . In ECML-PKDD'12, Part II, number 7524 in LNCS , pages 67 -- 82 . Springer , 2012 . B. Hidasi and D. Tikk. Fast ALS-based tensor factorization for context-aware recommendation from implicit feedback. In ECML-PKDD'12, Part II, number 7524 in LNCS, pages 67--82. Springer, 2012."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-015-0417-y"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2205597"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"e_1_3_2_2_13_1","first-page":"1106","volume-title":"NISP'12: 26th Annual Conf. on Neural Information Processing Systems 2012","author":"Krizhevsky A.","year":"2012","unstructured":"A. Krizhevsky , I. Sutskever , and G. E. Hinton . ImageNet classification with deep convolutional neural networks . In NISP'12: 26th Annual Conf. on Neural Information Processing Systems 2012 , pages 1106 -- 1114 , 2012 . A. Krizhevsky, I. Sutskever, and G. E. Hinton. ImageNet classification with deep convolutional neural networks. In NISP'12: 26th Annual Conf. on Neural Information Processing Systems 2012, pages 1106--1114, 2012."},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2003.1167344"},{"key":"e_1_3_2_2_15_1","volume-title":"A critical review of recurrent neural networks for sequence learning. CoRR, 1506.00019","author":"Lipton Z. C.","year":"2015","unstructured":"Z. C. Lipton , J. Berkowitz , and C. Elkan . A critical review of recurrent neural networks for sequence learning. CoRR, 1506.00019 , 2015 . Z. C. Lipton, J. Berkowitz, and C. Elkan. A critical review of recurrent neural networks for sequence learning. CoRR, 1506.00019, 2015."},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767755"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.21437\/Interspeech.2010-343","volume-title":"INTERSPEECH'10: 11th Ann. Conf. of the Int. Speech Communication Association","author":"Mikolov T.","year":"2010","unstructured":"T. Mikolov , M. Karafi\u00e1t , L. Burget , J.vCernock\u00fd, and S. Khudanpur . Recurrent neural network based language model . In INTERSPEECH'10: 11th Ann. Conf. of the Int. Speech Communication Association , pages 1045 -- 1048 , 2010 . T. Mikolov, M. Karafi\u00e1t, L. Burget, J.vCernock\u00fd, and S. Khudanpur. Recurrent neural network based language model. In INTERSPEECH'10: 11th Ann. Conf. of the Int. Speech Communication Association, pages 1045--1048, 2010."},{"key":"e_1_3_2_2_18_1","volume-title":"Distributed representations of words and phrases and their compositionality. CoRR, 1310.4546","author":"Mikolov T.","year":"2013","unstructured":"T. Mikolov , I. Sutskever , K. Chen , G. Corrado , and J. Dean . Distributed representations of words and phrases and their compositionality. CoRR, 1310.4546 , 2013 . T. Mikolov, I. Sutskever, K. Chen, G. Corrado, and J. Dean. Distributed representations of words and phrases and their compositionality. CoRR, 1310.4546, 2013."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"e_1_3_2_2_20_1","volume-title":"ImageNet large scale visual recognition challenge. CoRR, 1409.0575","author":"Russakovsky O.","year":"2014","unstructured":"O. Russakovsky , J. Deng , H. Su , J. Krause , S. Satheesh , S. Ma , Z. Huang , A. Karpathy , A. Khosla , M. S. Bernstein , A. C. Berg , and F. Li . ImageNet large scale visual recognition challenge. CoRR, 1409.0575 , 2014 . O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. S. Bernstein, A. C. Berg, and F. Li. ImageNet large scale visual recognition challenge. CoRR, 1409.0575, 2014."},{"issue":"16","key":"e_1_3_2_2_21_1","first-page":"17","article-title":"Sequence discriminative distributed training of long short-term memory recurrent neural networks","volume":"15","author":"Sak H.","year":"2014","unstructured":"H. Sak , O. Vinyals , G. Heigold , A. Senior , E. McDermott , R. Monga , and M. Mao . Sequence discriminative distributed training of long short-term memory recurrent neural networks . Entropy , 15 ( 16 ): 17 -- 18 , 2014 . H. Sak, O. Vinyals, G. Heigold, A. Senior, E. McDermott, R. Monga, and M. Mao. Sequence discriminative distributed training of long short-term memory recurrent neural networks. Entropy, 15(16):17--18, 2014.","journal-title":"Entropy"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273596"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/0306-4573(88)90021-0"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"e_1_3_2_2_25_1","first-page":"453","volume-title":"UAI'02: 18th Conf. on Uncertainty in Artificial Intelligence","author":"Shani G.","year":"2002","unstructured":"G. Shani , R. I. Brafman , and D. Heckerman . An MDP-based recommender system . In UAI'02: 18th Conf. on Uncertainty in Artificial Intelligence , pages 453 -- 460 , 2002 . G. Shani, R. I. Brafman, and D. Heckerman. An MDP-based recommender system. In UAI'02: 18th Conf. on Uncertainty in Artificial Intelligence, pages 453--460, 2002."},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.131"},{"key":"e_1_3_2_2_27_1","volume-title":"Going deeper with convolutions. CoRR, 1409.4842","author":"Szegedy C.","year":"2014","unstructured":"C. Szegedy , W. Liu , Y. Jia , P. Sermanet , S. E. Reed , D. Anguelov , D. Erhan , V. Vanhoucke , and A. Rabinovich . Going deeper with convolutions. CoRR, 1409.4842 , 2014 . C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. E. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich. Going deeper with convolutions. CoRR, 1409.4842, 2014."},{"key":"e_1_3_2_2_28_1","first-page":"2643","volume-title":"Advances in Neural Information Processing Systems","author":"Van den Oord A.","year":"2013","unstructured":"A. Van den Oord , S. Dieleman , and B. Schrauwen . Deep content-based music recommendation . In Advances in Neural Information Processing Systems , pages 2643 -- 2651 , 2013 . A. Van den Oord, S. Dieleman, and B. Schrauwen. Deep content-based music recommendation. In Advances in Neural Information Processing Systems, pages 2643--2651, 2013."},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783273"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2835776.2835837"}],"event":{"name":"RecSys '16: Tenth ACM Conference on Recommender Systems","location":"Boston Massachusetts USA","acronym":"RecSys '16","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval","SIGecom Special Interest Group on Economics and Computation"]},"container-title":["Proceedings of the 10th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2959100.2959167","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2959100.2959167","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:39:39Z","timestamp":1750217979000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2959100.2959167"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,9,7]]},"references-count":30,"alternative-id":["10.1145\/2959100.2959167","10.1145\/2959100"],"URL":"https:\/\/doi.org\/10.1145\/2959100.2959167","relation":{},"subject":[],"published":{"date-parts":[[2016,9,7]]},"assertion":[{"value":"2016-09-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}