{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T05:05:20Z","timestamp":1755839120616,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030731991"},{"type":"electronic","value":"9783030732004"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","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":[[2021]]},"DOI":"10.1007\/978-3-030-73200-4_14","type":"book-chapter","created":{"date-parts":[[2021,4,6]],"date-time":"2021-04-06T18:02:46Z","timestamp":1617732166000},"page":"211-227","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Tell Me Where to Go Next: Improving POI Recommendation via Conversation"],"prefix":"10.1007","author":[{"given":"Changheng","family":"Li","sequence":"first","affiliation":[]},{"given":"Yongjing","family":"Hao","sequence":"additional","affiliation":[]},{"given":"Pengpeng","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Fuzhen","family":"Zhuang","sequence":"additional","affiliation":[]},{"given":"Yanchi","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Victor S.","family":"Sheng","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,4,6]]},"reference":[{"key":"14_CR1","unstructured":"Chen, Q., et al.: Towards knowledge-based recommender dialog system. arXiv preprint arXiv:1908.05391 (2019)"},{"key":"14_CR2","unstructured":"Cheng, C., Yang, H., Lyu, M.R., King, I.: Where you like to go next: successive point-of-interest recommendation. In Proceedings of the 23rd International Joint Conference on Artificial Intelligence, pp. 2605\u20132611 (2013)"},{"key":"14_CR3","doi-asserted-by":"crossref","unstructured":"Christakopoulou, K., Radlinski, F., Hofmann, K.: Towards conversational recommender systems. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 815\u2013824 (2016)","DOI":"10.1145\/2939672.2939746"},{"key":"14_CR4","unstructured":"Feng, S., Li, X., Zeng, Y., Cong, G., Chee, Y.M.: Personalized ranking metric embedding for next new poi recommendation. In: Proceedings of the 24th International Conference on Artificial Intelligence, pp. 2069\u20132075 (2015)"},{"key":"14_CR5","doi-asserted-by":"crossref","unstructured":"Gao, H., Tang, J., Liu, H.: gSCorr: modeling geo-social correlations for new check-ins on location-based social networks. In: Proceedings of the 21st ACM International Conference on Information and Knowledge Management, pp. 1582\u20131586 (2012)","DOI":"10.1145\/2396761.2398477"},{"key":"14_CR6","doi-asserted-by":"crossref","unstructured":"Lei, W., et al.: Estimation-action-reflection: towards deep interaction between conversational and recommender systems. In: Proceedings of the 13th International Conference on Web Search and Data Mining, pp. 304\u2013312 (2020)","DOI":"10.1145\/3336191.3371769"},{"key":"14_CR7","doi-asserted-by":"crossref","unstructured":"Lei, W., et al.: Interactive path reasoning on graph for conversational recommendation. In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 2073\u20132083 (2020)","DOI":"10.1145\/3394486.3403258"},{"key":"14_CR8","unstructured":"Li, R., Kahou, S.E., Schulz, H., Michalski, V., Charlin, L., Pal, C.: Towards deep conversational recommendations. In: Advances in Neural Information Processing Systems, pp. 9725\u20139735 (2018)"},{"key":"14_CR9","doi-asserted-by":"crossref","unstructured":"Liao, L., Ma, Y., He, X., Hong, R., Chua, T.-S.: Knowledge-aware multimodal dialogue systems. In: Proceedings of the 26th ACM International Conference on Multimedia, pp. 801\u2013809 (2018)","DOI":"10.1145\/3240508.3240605"},{"key":"14_CR10","doi-asserted-by":"crossref","unstructured":"Liu, Q., Wu, S., Wang, L., Tan, T.: Predicting the next location: a recurrent model with spatial and temporal contexts. In: Thirtieth AAAI Conference on Artificial Intelligence (2016)","DOI":"10.1609\/aaai.v30i1.9971"},{"key":"14_CR11","unstructured":"Luo, A., et al.: Collaborative self-attention network for session-based recommendation"},{"key":"14_CR12","doi-asserted-by":"crossref","unstructured":"Ni, J., et al.: Spatio-temporal self-attention network for next poi recommendation. In: Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, pp. 409\u2013423 (2020)","DOI":"10.1007\/978-3-030-60259-8_30"},{"key":"14_CR13","doi-asserted-by":"crossref","unstructured":"Sun, Y., Zhang, Y.: Conversational recommender system. In: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, pp. 235\u2013244 (2018)","DOI":"10.1145\/3209978.3210002"},{"key":"14_CR14","unstructured":"Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. MIT Press, Cambridge (2018)"},{"key":"14_CR15","doi-asserted-by":"crossref","unstructured":"Xie, M., Yin, H., Wang, H., Xu, F., Chen, W., Wang, S.: Learning graph-based poi embedding for location-based recommendation. In: Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, pp. 15\u201324 (2016)","DOI":"10.1145\/2983323.2983711"},{"key":"14_CR16","doi-asserted-by":"crossref","unstructured":"Xu, C., et al.: Long-and short-term self-attention network for sequential recommendation. Neurocomputing 423, 580\u2013589 (2021)","DOI":"10.1016\/j.neucom.2020.10.066"},{"key":"14_CR17","doi-asserted-by":"crossref","unstructured":"Zhang, Y., et al.: Sequential click prediction for sponsored search with recurrent neural networks. arXiv preprint arXiv:1404.5772 (2014)","DOI":"10.1609\/aaai.v28i1.8917"},{"key":"14_CR18","doi-asserted-by":"crossref","unstructured":"Zhao, P., Zhu, H., Liu, Y., Li, Z., Xu, J., Sheng, V.S.: Where to go next: a spatio-temporal LSTM model for next poi recommendation. arXiv preprint arXiv:1806.06671 (2018)","DOI":"10.1609\/aaai.v33i01.33015877"},{"key":"14_CR19","doi-asserted-by":"crossref","unstructured":"Zhou, K., et al.: Leveraging historical interaction data for improving conversational recommender system. In: Proceedings of the 29th ACM International Conference on Information & Knowledge Management, pp. 2349\u20132352 (2020)","DOI":"10.1145\/3340531.3412098"}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-73200-4_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,23]],"date-time":"2022-12-23T14:43:34Z","timestamp":1671806614000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-73200-4_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030731991","9783030732004"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-73200-4_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"6 April 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DASFAA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Database Systems for Advanced Applications","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":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 April 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 April 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dasfaa2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/dm.iis.sinica.edu.tw\/DASFAA2021\/index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"CMT","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"490","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"98","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"33","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"20% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"7","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Due to the Corona pandemic this event was held virtually.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}