{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,6]],"date-time":"2026-02-06T00:39:17Z","timestamp":1770338357568,"version":"3.49.0"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783031001253","type":"print"},{"value":"9783031001260","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-00126-0_36","type":"book-chapter","created":{"date-parts":[[2022,4,26]],"date-time":"2022-04-26T18:07:55Z","timestamp":1650996475000},"page":"489-505","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["A Deep Reinforcement Learning Based Dynamic Pricing Algorithm in\u00a0Ride-Hailing"],"prefix":"10.1007","author":[{"given":"Bing","family":"Shi","sequence":"first","affiliation":[]},{"given":"Zhi","family":"Cao","sequence":"additional","affiliation":[]},{"given":"Yikai","family":"Luo","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,4,8]]},"reference":[{"key":"36_CR1","doi-asserted-by":"crossref","unstructured":"Asghari, M., Deng, D., Shahabi, C., Demiryurek, U., Li, Y.: Price-aware real-time ride-sharing at scale: an auction-based approach. In: Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 1\u201310 (2016)","DOI":"10.1145\/2996913.2996974"},{"key":"36_CR2","doi-asserted-by":"crossref","unstructured":"Asghari, M., Shahabi, C.: An on-line truthful and individually rational pricing mechanism for ride-sharing. In: Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 1\u201310 (2017)","DOI":"10.1145\/3139958.3139991"},{"key":"36_CR3","doi-asserted-by":"crossref","unstructured":"Asghari, M., Shahabi, C.: Adapt-pricing: a dynamic and predictive technique for pricing to maximize revenue in ridesharing platforms. In: Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 189\u2013198 (2018)","DOI":"10.1145\/3274895.3274928"},{"key":"36_CR4","doi-asserted-by":"crossref","unstructured":"Chen, H., et al.: InBEDE: integrating contextual bandit with TD learning for joint pricing and dispatch of ride-hailing platforms. In: 2019 IEEE International Conference on Data Mining (ICDM), pp. 61\u201370 (2019)","DOI":"10.1109\/ICDM.2019.00016"},{"key":"36_CR5","doi-asserted-by":"crossref","unstructured":"Chen, L., Shang, S., Yao, B., Li, J.: Pay your trip for traffic congestion: dynamic pricing in traffic-aware road networks. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 34, pp. 582\u2013589 (2020)","DOI":"10.1609\/aaai.v34i01.5397"},{"issue":"12","key":"36_CR6","doi-asserted-by":"publisher","first-page":"1938","DOI":"10.14778\/3229863.3236229","volume":"11","author":"L Chen","year":"2018","unstructured":"Chen, L., Gao, Y., Liu, Z., Xiao, X., Jensen, C.S., Zhu, Y.: PTRider: a price-and-time-aware ridesharing system. Proc. VLDB Endow. 11(12), 1938\u20131941 (2018)","journal-title":"Proc. VLDB Endow."},{"key":"36_CR7","doi-asserted-by":"crossref","unstructured":"Chen, M., Shen, W., Tang, P., Zuo, S.: Dispatching through pricing: modeling ride-sharing and designing dynamic prices. In: Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, 10\u201316 August 2019, pp. 165\u2013171 (2019)","DOI":"10.24963\/ijcai.2019\/24"},{"key":"36_CR8","unstructured":"Gan, J., An, B., Wang, H., Sun, X., Shi, Z.: Optimal pricing for improving efficiency of taxi systems. In: 23rd International Joint Conference on Artificial Intelligence, pp. 2811\u20132818 (2013)"},{"issue":"5","key":"36_CR9","doi-asserted-by":"publisher","first-page":"890","DOI":"10.1007\/s11390-017-1771-6","volume":"32","author":"JX Liu","year":"2017","unstructured":"Liu, J.X., Ji, Y.D., Lv, W.F., Xu, K.: Budget-aware dynamic incentive mechanism in spatial crowdsourcing. J. Comput. Sci. Technol. 32(5), 890\u2013904 (2017)","journal-title":"J. Comput. Sci. Technol."},{"issue":"1","key":"36_CR10","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1137\/0105003","volume":"5","author":"J Munkres","year":"1957","unstructured":"Munkres, J.: Algorithms for the assignment and transportation problems. J. Soc. Ind. Appl. Math. 5(1), 32\u201338 (1957)","journal-title":"J. Soc. Ind. Appl. Math."},{"issue":"1","key":"36_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41467-019-13993-7","volume":"11","author":"M Schr\u00f6der","year":"2020","unstructured":"Schr\u00f6der, M., Storch, D.M., Marszal, P., Timme, M.: Anomalous supply shortages from dynamic pricing in on-demand mobility. Nat. Commun. 11(1), 1\u20138 (2020)","journal-title":"Nat. Commun."},{"issue":"12","key":"36_CR12","doi-asserted-by":"publisher","first-page":"1053","DOI":"10.14778\/2994509.2994523","volume":"9","author":"Y Tong","year":"2016","unstructured":"Tong, Y., She, J., Ding, B., Chen, L., Wo, T., Xu, K.: Online minimum matching in real-time spatial data: experiments and analysis. Proc. VLDB Endow. 9(12), 1053\u20131064 (2016)","journal-title":"Proc. VLDB Endow."},{"key":"36_CR13","doi-asserted-by":"crossref","unstructured":"Tong, Y., Wang, L., Zhou, Z., Chen, L., Du, B., Ye, J.: Dynamic pricing in spatial crowdsourcing: a matching-based approach. In: Proceedings of the 2018 International Conference on Management of Data, pp. 773\u2013788 (2018)","DOI":"10.1145\/3183713.3196929"},{"key":"36_CR14","doi-asserted-by":"crossref","unstructured":"Xu, Z., et al.: Large-scale order dispatch in on-demand ride-hailing platforms: a learning and planning approach. In: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 905\u2013913 (2018)","DOI":"10.1145\/3219819.3219824"},{"issue":"6","key":"36_CR15","doi-asserted-by":"publisher","first-page":"1586","DOI":"10.1109\/TITS.2015.2506660","volume":"17","author":"J Zhang","year":"2015","unstructured":"Zhang, J., Wen, D., Zeng, S.: A discounted trade reduction mechanism for dynamic ridesharing pricing. IEEE Trans. Intell. Transp. Syst. 17(6), 1586\u20131595 (2015)","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"issue":"8","key":"36_CR16","doi-asserted-by":"publisher","first-page":"853","DOI":"10.14778\/3204028.3204030","volume":"11","author":"L Zheng","year":"2018","unstructured":"Zheng, L., Chen, L., Ye, J.: Order dispatch in price-aware ridesharing. Proc. VLDB Endow. 11(8), 853\u2013865 (2018)","journal-title":"Proc. VLDB Endow."},{"key":"36_CR17","doi-asserted-by":"crossref","unstructured":"Zheng, L., Cheng, P., Chen, L.: Auction-based order dispatch and pricing in ridesharing. In: 2019 IEEE 35th International Conference on Data Engineering (ICDE), pp. 1034\u20131045 (2019)","DOI":"10.1109\/ICDE.2019.00096"}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-00126-0_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,23]],"date-time":"2024-09-23T00:29:03Z","timestamp":1727051343000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-00126-0_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031001253","9783031001260"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-00126-0_36","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"8 April 2022","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":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 April 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 April 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dasfaa2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.dasfaa2022.org\/","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":"543","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":"72","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":"76","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":"13% - 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":"3","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":"6","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":"Conference was originally planned to take place in Hyberabad, India. 24 other papers are included in the volume.","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)"}}]}}