{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T23:00:31Z","timestamp":1742943631643,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":13,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811501173"},{"type":"electronic","value":"9789811501180"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-981-15-0118-0_3","type":"book-chapter","created":{"date-parts":[[2019,9,12]],"date-time":"2019-09-12T23:03:21Z","timestamp":1568329401000},"page":"32-41","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Attention Neural Network for User Behavior Modeling"],"prefix":"10.1007","author":[{"given":"Kang","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinghua","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,9,13]]},"reference":[{"key":"3_CR1","first-page":"11","volume":"7","author":"L He","year":"2018","unstructured":"He, L., Jiang, B., Lv, S., Liu, Y., Li, D.: A review of research on recommendation systems based on deep learning. Chin. J. Comput. 7, 11 (2018)","journal-title":"Chin. J. Comput."},{"key":"3_CR2","unstructured":"He, X., Liao, L., Zhang, H., Nie, L., Hu, X., Chua, T.-S. (eds.): Neural collaborative filtering. In: Proceedings of the 26th International Conference on World Wide Web. International World Wide Web Conferences Steering Committee (2007)"},{"key":"3_CR3","doi-asserted-by":"crossref","unstructured":"Xiao, J., Ye, H., He, X., Zhang, H., Wu, F., Chua, T.-S.: Attentional factorization machines: learning the weight of feature interactions via attention networks. arXiv preprint arXiv:04617 (2017)","DOI":"10.24963\/ijcai.2017\/435"},{"key":"3_CR4","unstructured":"Xiong, C., Zhong, V., Socher, R.: Dynamic coattention networks for question answering. arXiv preprint arXiv:01604 (2016)"},{"issue":"1","key":"3_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10462-018-9654-y","volume":"52","author":"Zeynep Batmaz","year":"2018","unstructured":"Batmaz, Z., Yurekli, A., Bilge, A., Kaleli, C.: A review on deep learning for recommender systems: challenges and remedies. Artif. Intell. Rev., 1\u201337 (2018)","journal-title":"Artificial Intelligence Review"},{"key":"3_CR6","doi-asserted-by":"crossref","unstructured":"Zhou, C., Bai, J., Song, J., Liu, X., Zhao, Z., Chen, X., et al. (eds.): ATRank: an attention-based user behavior modeling framework for recommendation. In: Thirty-Second AAAI Conference on Artificial Intelligence (2018)","DOI":"10.1609\/aaai.v32i1.11618"},{"key":"3_CR7","unstructured":"Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A.N., et al. (eds.): Attention is all you need. In: Advances in Neural Information Processing Systems (2017)"},{"key":"3_CR8","doi-asserted-by":"crossref","unstructured":"Zheng, L., Noroozi, V., Yu, P.S. (eds.): Joint deep modeling of users and items using reviews for recommendation. In: Proceedings of the Tenth ACM International Conference on Web Search and Data Mining. ACM (2017)","DOI":"10.1145\/3018661.3018665"},{"key":"3_CR9","doi-asserted-by":"crossref","unstructured":"Tay, Y., Luu, A.T., Hui, S.C. (eds.): Multi-pointer co-attention networks for recommendation. In: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. ACM (2018)","DOI":"10.1145\/3219819.3220086"},{"key":"3_CR10","doi-asserted-by":"crossref","unstructured":"Rendle, S., Gantner, Z., Freudenthaler, C., Schmidt-Thieme, L. (eds.): Fast context-aware recommendations with factorization machines. In: Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM (2011)","DOI":"10.1145\/2009916.2010002"},{"key":"3_CR11","doi-asserted-by":"crossref","unstructured":"Hariri, N., Mobasher, B., Burke, R. (eds.): Context-aware music recommendation based on latenttopic sequential patterns. In: Proceedings of the Sixth ACM Conference on Recommender Systems. ACM (2012)","DOI":"10.1145\/2365952.2365979"},{"key":"3_CR12","unstructured":"Jang, E., Gu, S., Poole, B.: Categorical Reparameterization with Gumbel-Softmax (2016)"},{"key":"3_CR13","unstructured":"Gehring, J., Auli, M., Grangier, D., Yarats, D., Dauphin, Y.N. (eds.): Convolutional sequence to sequence learning. In: Proceedings of the 34th International Conference on Machine Learning-Volume 70. JMLR.org (2017)"}],"container-title":["Communications in Computer and Information Science","Data Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-15-0118-0_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T12:24:26Z","timestamp":1709814266000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-15-0118-0_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9789811501173","9789811501180"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-981-15-0118-0_3","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"13 September 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPCSEE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference of Pioneering Computer Scientists, Engineers and Educators","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guilin","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 September 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icpcsee2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2019.icpcsee.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}