{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:09:51Z","timestamp":1750219791265,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,7,18]],"date-time":"2023-07-18T00:00:00Z","timestamp":1689638400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,7,19]]},"DOI":"10.1145\/3539618.3591829","type":"proceedings-article","created":{"date-parts":[[2023,7,19]],"date-time":"2023-07-19T00:22:59Z","timestamp":1689726179000},"page":"3240-3244","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["A Consumer Compensation System in Ride-hailing Service"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1068-2386","authenticated-orcid":false,"given":"Zhe","family":"Yu","sequence":"first","affiliation":[{"name":"DiDi Chuxing, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-1277-7898","authenticated-orcid":false,"given":"Chi","family":"Xia","sequence":"additional","affiliation":[{"name":"DiDi Chuxing, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3795-8824","authenticated-orcid":false,"given":"Shaosheng","family":"Cao","sequence":"additional","affiliation":[{"name":"DiDi Chuxing, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4965-5775","authenticated-orcid":false,"given":"Lin","family":"Zhou","sequence":"additional","affiliation":[{"name":"DiDi Chuxing, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-4990-5738","authenticated-orcid":false,"given":"Haibin","family":"Huang","sequence":"additional","affiliation":[{"name":"DiDi Chuxing, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,7,18]]},"reference":[{"key":"e_1_3_2_2_1_1","unstructured":"Robin Bade and Michael Parkin. 2009. Essential foundations of economics. Pearson Education."},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1287\/opre.2018.1800"},{"key":"e_1_3_2_2_3_1","volume-title":"Overfitting in neural nets: Backpropagation, conjugate gradient, and early stopping. Advances in neural information processing systems","author":"Caruana Rich","year":"2000","unstructured":"Rich Caruana, Steve Lawrence, and C Giles. 2000. Overfitting in neural nets: Backpropagation, conjugate gradient, and early stopping. Advances in neural information processing systems, Vol. 13 (2000)."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3033274.3085098"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2815675.2815681"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_2_2_7_1","unstructured":"ChinaIRN. 2022. In-depth research and futre development forecast on designated-driving industry (2022--2027)."},{"key":"e_1_3_2_2_8_1","unstructured":"FORWARD Business Information Co. 2022. Report of Market Prospects and Investment Strategy Planning Analysis on China Logistics Industry."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"crossref","unstructured":"Peter Cohen Robert Hahn Jonathan Hall Steven Levitt and Robert Metcalfe. 2016. big data to estimate consumer surplus: The case of uber. (2016).","DOI":"10.3386\/w22627"},{"key":"e_1_3_2_2_10_1","volume-title":"2021Translation: Personal Information Protection Law of the People's Republic of China - Effective","author":"Creemers Rogier","year":"2021","unstructured":"Rogier Creemers and Graham Webster. 2021Translation: Personal Information Protection Law of the People's Republic of China - Effective Nov. 1, 2021. https:\/\/digichina.stanford.edu\/work\/translation-personal-information-protection-law-of-the-peoples-republic-of-china-effective-nov-1-2021\/ Retrieved November 7, 2022 from"},{"key":"e_1_3_2_2_11_1","volume-title":"A literature survey and experimental evaluation of the state-of-the-art in uplift modeling: A stepping stone toward the development of prescriptive analytics. Big data","author":"Devriendt Floris","year":"2018","unstructured":"Floris Devriendt, Darie Moldovan, and Wouter Verbeke. 2018. A literature survey and experimental evaluation of the state-of-the-art in uplift modeling: A stepping stone toward the development of prescriptive analytics. Big data, Vol. 6, 1 (2018), 13--41."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702189"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.annals.2015.11.018"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052564"},{"key":"e_1_3_2_2_15_1","volume-title":"International conference on predictive applications and APIs. PMLR, 1--13","author":"Gutierrez Pierre","year":"2017","unstructured":"Pierre Gutierrez and Jean-Yves G\u00e9rardy. 2017. Causal inference and uplift modelling: A review of the literature. In International conference on predictive applications and APIs. PMLR, 1--13."},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330858"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2488217"},{"key":"e_1_3_2_2_18_1","volume-title":"Controlled experiments on the web: survey and practical guide. Data mining and knowledge discovery","author":"Kohavi Ron","year":"2009","unstructured":"Ron Kohavi, Roger Longbotham, Dan Sommerfield, and Randal M Henne. 2009. Controlled experiments on the web: survey and practical guide. Data mining and knowledge discovery, Vol. 18 (2009), 140--181."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2668893"},{"key":"e_1_3_2_2_20_1","volume-title":"Causal inference in statistics: An overview. Statistics surveys","author":"Pearl Judea","year":"2009","unstructured":"Judea Pearl. 2009. Causal inference in statistics: An overview. Statistics surveys, Vol. 3 (2009), 96--146."},{"key":"e_1_3_2_2_21_1","first-page":"2","volume-title":"CP 2011, Perugia, Italy, September 12-16, 2011. Proceedings 17","author":"Perron Laurent","year":"2011","unstructured":"Laurent Perron. 2011. Operations research and constraint programming at google. In Principles and Practice of Constraint Programming--CP 2011: 17th International Conference, CP 2011, Perugia, Italy, September 12-16, 2011. Proceedings 17. Springer, 2-2."},{"key":"e_1_3_2_2_22_1","volume-title":"A survey of industrial model predictive control technology. Control engineering practice","author":"Joe Qin S","year":"2003","unstructured":"S Joe Qin and Thomas A Badgwell. 2003. A survey of industrial model predictive control technology. Control engineering practice, Vol. 11, 7 (2003), 733--764."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"crossref","unstructured":"Siqi Shu Zhengqi Chen Zhe Yu Shaosheng Cao Guobin Wu Donghai Shi Gaoang Wang Zuozhu Liu Xiqun Chen Xiaoxiang Na et al. 2022. Modeling Freight-Sharing Platform Operations for Optimal Compensation Strategy Using Markov Decision Processes. In 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC). IEEE 1006--1011.","DOI":"10.1109\/ITSC55140.2022.9922159"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2021.102778"},{"key":"e_1_3_2_2_25_1","volume-title":"KDD-22 Workshop on Decision Intelligence and Analytics for Online Marketplaces: Jobs, Ridesharing, Retail, and Beyond.","author":"Wan Shu","year":"2022","unstructured":"Shu Wan, Chen Zheng, Zhonggen Sun, Mengfan Xu, Xiaoqing Yang, Hongtu Zhu, and Jiecheng Guo. 2022. Gcf: Generalized causal forest for heterogeneous treatment effect estimation in online marketplace. KDD-22 Workshop on Decision Intelligence and Analytics for Online Marketplaces: Jobs, Ridesharing, Retail, and Beyond. (2022)."},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2019.05.007"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1002\/nav.21872"},{"key":"e_1_3_2_2_28_1","volume-title":"GRFlift: uplift modeling for multi-treatment within GMV constraints. Applied Intelligence","author":"Yang Jun","year":"2022","unstructured":"Jun Yang, Wei Wang, Yanshen Dong, Xin He, Li Jia, Huan Chen, and Maoyu Mao. 2022. GRFlift: uplift modeling for multi-treatment within GMV constraints. Applied Intelligence (2022), 1--14."},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2019.00057"}],"event":{"name":"SIGIR '23: The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Taipei Taiwan","acronym":"SIGIR '23"},"container-title":["Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3539618.3591829","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3539618.3591829","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:37:59Z","timestamp":1750178279000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3539618.3591829"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,18]]},"references-count":29,"alternative-id":["10.1145\/3539618.3591829","10.1145\/3539618"],"URL":"https:\/\/doi.org\/10.1145\/3539618.3591829","relation":{},"subject":[],"published":{"date-parts":[[2023,7,18]]},"assertion":[{"value":"2023-07-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}