{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T23:52:55Z","timestamp":1743033175829,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":21,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819722648"},{"type":"electronic","value":"9789819722624"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-981-97-2262-4_15","type":"book-chapter","created":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T09:02:31Z","timestamp":1713949351000},"page":"182-194","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Towards Multi-subsession Conversational Recommendation"],"prefix":"10.1007","author":[{"given":"Yu","family":"Ji","sequence":"first","affiliation":[]},{"given":"Qi","family":"Shen","sequence":"additional","affiliation":[]},{"given":"Shixuan","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Hang","family":"Yu","sequence":"additional","affiliation":[]},{"given":"Yiming","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Chuan","family":"Cui","sequence":"additional","affiliation":[]},{"given":"Zhihua","family":"Wei","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,4,25]]},"reference":[{"key":"15_CR1","unstructured":"Bordes, A., Usunier, N., Garcia-Duran, A., Weston, J., Yakhnenko, O.: Translating embeddings for modeling multi-relational data. In: NeurIPS (2013)"},{"key":"15_CR2","doi-asserted-by":"crossref","unstructured":"Chu, Z., Wang, H., Xiao, Y., Long, B., Wu, L.: Meta policy learning for cold-start conversational recommendation. In: WSDM (2023)","DOI":"10.1145\/3539597.3570443"},{"key":"15_CR3","doi-asserted-by":"crossref","unstructured":"Deng, Y., Li, Y., Sun, F., Ding, B., Lam, W.: Unified conversational recommendation policy learning via graph-based reinforcement learning. In: SIGIR (2021)","DOI":"10.1145\/3404835.3462913"},{"key":"15_CR4","doi-asserted-by":"crossref","unstructured":"Gao, C., Lei, W., He, X., de Rijke, M., Chua, T.S.: Advances and challenges in conversational recommender systems: a survey. In: AI Open (2021)","DOI":"10.1016\/j.aiopen.2021.06.002"},{"key":"15_CR5","doi-asserted-by":"crossref","unstructured":"He, X., Deng, K., Wang, X., Li, Y., Zhang, Y., Wang, M.: LightGCN: simplifying and powering graph convolution network for recommendation. In: SIGIR (2020)","DOI":"10.1145\/3397271.3401063"},{"key":"15_CR6","unstructured":"Hidasi, B., Karatzoglou, A., Baltrunas, L., Tikk, D.: Session-based recommendations with recurrent neural networks. In: ICLR (2016)"},{"key":"15_CR7","doi-asserted-by":"crossref","unstructured":"Hu, C., Huang, S., Zhang, Y., Liu, Y.: Learning to infer user implicit preference in conversational recommendation. In: SIGIR (2022)","DOI":"10.1145\/3477495.3531844"},{"key":"15_CR8","doi-asserted-by":"crossref","unstructured":"Lei, W., et al.: Estimation-action-reflection: towards deep interaction between conversational and recommender systems. In: WSDM (2020)","DOI":"10.1145\/3336191.3371769"},{"key":"15_CR9","doi-asserted-by":"crossref","unstructured":"Lei, W., et al.: Interactive path reasoning on graph for conversational recommendation. In: SIGKDD (2020)","DOI":"10.1145\/3394486.3403258"},{"key":"15_CR10","unstructured":"Oord, A.v.d., Li, Y., Vinyals, O.: Representation learning with contrastive predictive coding. arXiv preprint arXiv:1807.03748 (2018)"},{"key":"15_CR11","doi-asserted-by":"crossref","unstructured":"Pang, Y., Wu, L., Shen, Q., Zhang, Y., Wei, Z., et al.: Heterogeneous global graph neural networks for personalized session-based recommendation. In: WSDM (2021)","DOI":"10.1145\/3488560.3498505"},{"key":"15_CR12","unstructured":"Rendle, S., Freudenthaler, C., Gantner, Z., Schmidt-Thieme, L.: BPR: bayesian personalized ranking from implicit feedback. arXiv preprint arXiv:1205.2618 (2012)"},{"key":"15_CR13","doi-asserted-by":"crossref","unstructured":"Schlichtkrull, M., Kipf, T.N., Bloem, P., Van Den Berg, R., et al.: Modeling relational data with graph convolutional networks. In: ESWC (2018)","DOI":"10.1007\/978-3-319-93417-4_38"},{"key":"15_CR14","doi-asserted-by":"crossref","unstructured":"Sun, Y., Zhang, Y.: Conversational recommender system. In: SIGIR (2018)","DOI":"10.1145\/3209978.3210002"},{"key":"15_CR15","unstructured":"Sutton, R.S., McAllester, D., Singh, S., Mansour, Y.: Policy gradient methods for reinforcement learning with function approximation. In: NeurIPS (1999)"},{"key":"15_CR16","unstructured":"Vaswani, A., et al.: Attention is all you need. In: NeurIPS (2017)"},{"key":"15_CR17","doi-asserted-by":"crossref","unstructured":"Xu, K., Yang, J., Xu, J., Gao, S., Guo, J., Wen, J.R.: Adapting user preference to online feedback in multi-round conversational recommendation. In: WSDM (2021)","DOI":"10.1145\/3437963.3441791"},{"key":"15_CR18","doi-asserted-by":"crossref","unstructured":"Yu, F., Liu, Q., Wu, S., Wang, L., Tan, T.: A dynamic recurrent model for next basket recommendation. In: SIGIR (2016)","DOI":"10.1145\/2911451.2914683"},{"key":"15_CR19","doi-asserted-by":"crossref","unstructured":"Zhang, Y., et al.: Multiple choice questions based multi-interest policy learning for conversational recommendation. In: WWW (2022)","DOI":"10.1145\/3485447.3512088"},{"key":"15_CR20","doi-asserted-by":"crossref","unstructured":"Zhou, K., et al.: Leveraging historical interaction data for improving conversational recommender system. In: CIKM (2020)","DOI":"10.1145\/3340531.3412098"},{"key":"15_CR21","doi-asserted-by":"crossref","unstructured":"Zhou, K., Zhou, Y., Zhao, W.X., Wang, X., Wen, J.R.: Towards topic-guided conversational recommender system. In: COLING (2020)","DOI":"10.18653\/v1\/2020.coling-main.365"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-2262-4_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T09:20:01Z","timestamp":1713950401000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-2262-4_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819722648","9789819722624"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-2262-4_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"25 April 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PAKDD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pacific-Asia Conference on Knowledge Discovery and Data Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Taipei","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Taiwan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 May 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 May 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pakdd2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/pakdd2024.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}