{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T15:19:36Z","timestamp":1777735176916,"version":"3.51.4"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2017,9,1]],"date-time":"2017-09-01T00:00:00Z","timestamp":1504224000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J. Comput. Sci. Technol."],"published-print":{"date-parts":[[2017,9]]},"DOI":"10.1007\/s11390-017-1771-6","type":"journal-article","created":{"date-parts":[[2017,9,20]],"date-time":"2017-09-20T09:39:03Z","timestamp":1505900343000},"page":"890-904","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["Budget-Aware Dynamic Incentive Mechanism in Spatial Crowdsourcing"],"prefix":"10.1007","volume":"32","author":[{"given":"Jia-Xu","family":"Liu","sequence":"first","affiliation":[]},{"given":"Yu-Dian","family":"Ji","sequence":"additional","affiliation":[]},{"given":"Wei-Feng","family":"Lv","sequence":"additional","affiliation":[]},{"given":"Ke","family":"Xu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,9,20]]},"reference":[{"issue":"9","key":"1771_CR1","doi-asserted-by":"crossref","first-page":"2296","DOI":"10.1109\/TKDE.2016.2535242","volume":"28","author":"G Li","year":"2016","unstructured":"Li G, Wang J, Zheng Y, Franklin M J. Crowdsourced data management: A survey. IEEE Transactions on Knowledge and Data Engineering, 2016, 28(9): 2296\u20132319.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"1771_CR2","doi-asserted-by":"crossref","unstructured":"Kazemi L, Shahabi C. GeoCrowd: Enabling query answering with spatial crowdsourcing. In Proc. GIS, Nov. 2012, pp.189-198.","DOI":"10.1145\/2424321.2424346"},{"issue":"12","key":"1771_CR3","doi-asserted-by":"crossref","first-page":"1053","DOI":"10.14778\/2994509.2994523","volume":"9","author":"Y Tong","year":"2016","unstructured":"Tong Y, She J, Ding B et al. Online minimum matching in real-time spatial data: Experiments and analysis. Proceedings of the VLDB Endowment, 2016, 9(12): 1053\u20131064.","journal-title":"Proceedings of the VLDB Endowment"},{"key":"1771_CR4","doi-asserted-by":"crossref","unstructured":"Tong Y, She J, Ding B, Wang L, Chen L. Online mobile micro-task allocation in spatial crowdsourcing. In Proc. ICDE, May 2016, pp.49-60.","DOI":"10.1109\/ICDE.2016.7498228"},{"issue":"9","key":"1771_CR5","doi-asserted-by":"crossref","first-page":"2281","DOI":"10.1109\/TKDE.2016.2565468","volume":"28","author":"J She","year":"2016","unstructured":"She J, Tong Y, Chen L, Cao C C. Conflict-aware eventparticipant arrangement and its variant for online setting. IEEE Transactions on Knowledge and Data Engineering, 2016, 28(9): 2281\u20132295.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"1771_CR6","doi-asserted-by":"crossref","unstructured":"Song T, Tong Y, Wang L, She J, Yao B, Chen L, Xu K. Trichromatic online matching in real-time spatial crowdsourcing. In Proc. ICDE, Apr. 2017, pp.1009-1020.","DOI":"10.1109\/ICDE.2017.147"},{"issue":"11","key":"1771_CR7","doi-asserted-by":"crossref","first-page":"1334","DOI":"10.14778\/3137628.3137643","volume":"10","author":"Y Tong","year":"2017","unstructured":"Tong Y, Wang L, Zhou Z, Bolin D, Lei C, Ye J, Xu K. Flexible online task assignment in real-time spatial data. Proceedings of the VLDB Endowment, 2017, 10(11): 1334\u20131345.","journal-title":"Proceedings of the VLDB Endowment"},{"key":"1771_CR8","doi-asserted-by":"crossref","unstructured":"Hull B, Bychkovsky V, Zhang Y et al. CarTel: A distributed mobile sensor computing system. In Proc. SenSys, Oct.31-Nov.3, 2006, pp.125-138.","DOI":"10.1145\/1182807.1182821"},{"key":"1771_CR9","doi-asserted-by":"crossref","unstructured":"Bulut M, Yilmaz Y, Demirbas M. Crowdsourcing locationbased queries. In Proc. PerCom, Mar. 2011, pp.513-518.","DOI":"10.1109\/PERCOMW.2011.5766944"},{"key":"1771_CR10","doi-asserted-by":"crossref","unstructured":"Yang D, Xue G, Fang X, Tang J. Crowdsourcing to smartphones: Incentive mechanism design for mobile phone sensing. In Proc. Mobicom, Aug. 2012, pp.173-184.","DOI":"10.1145\/2348543.2348567"},{"key":"1771_CR11","doi-asserted-by":"crossref","unstructured":"Duan L, Kubo T, Sugiyama K, Huang J, Hasegawa T, Walrand J. Incentive mechanisms for smartphone collaboration in data acquisition and distributed computing. In Proc. INFOCOM, Mar. 2012, pp.1701-1709.","DOI":"10.1109\/INFCOM.2012.6195541"},{"key":"1771_CR12","doi-asserted-by":"crossref","unstructured":"Jaimes L, Vergara-Laurens I, Labrador. A location-based incentive mechanism for participatory sensing systems with budget constraints. In Proc. PerCom, Mar. 2012, pp.103-108.","DOI":"10.1109\/PerCom.2012.6199855"},{"key":"1771_CR13","doi-asserted-by":"crossref","unstructured":"Gao L, Hou F, Huang J. Providing long-term participation incentive in participatory sensing. In Proc. INFOCOM, Apr.26-May 1, 2015, pp.2803-2811.","DOI":"10.1109\/INFOCOM.2015.7218673"},{"issue":"10","key":"1771_CR14","doi-asserted-by":"crossref","first-page":"4684","DOI":"10.1109\/TVT.2014.2367029","volume":"64","author":"CH Liu","year":"2015","unstructured":"Liu C H, Fan J, Hui P et al. Toward QoI and energy efficiency in participatory crowdsourcing. IEEE Transactions on Vehicular Technology, 2015, 64(10): 4684\u20134700.","journal-title":"IEEE Transactions on Vehicular Technology"},{"key":"1771_CR15","doi-asserted-by":"crossref","unstructured":"Koutsopoulos I. Optimal incentive-driven design of participatory sensing systems. In Proc. INFOCOM, Apr. 2013, pp.1402-1410.","DOI":"10.1109\/INFCOM.2013.6566934"},{"key":"1771_CR16","doi-asserted-by":"crossref","unstructured":"Li H, Li T, Wang Y. Dynamic participant recruitment of mobile crowd sensing for heterogeneous sensing tasks. In Proc. MASS, Oct. 2015, pp.136-144.","DOI":"10.1109\/MASS.2015.46"},{"issue":"13","key":"1771_CR17","doi-asserted-by":"crossref","first-page":"1629","DOI":"10.14778\/2733004.2733047","volume":"7","author":"Z Chen","year":"2014","unstructured":"Chen Z, Fu R, Zhao Z, Liu Z, Xia L, Chen L, Cheng P, Cao C C, Tong Y, Zhang C J. gMission: A general spatial crowdsourcing platform. Proceedings of the VLDB Endowment, 2014, 7(13): 1629\u20131632.","journal-title":"Proceedings of the VLDB Endowment"},{"key":"1771_CR18","doi-asserted-by":"crossref","unstructured":"Su H, Zheng K, Huang J et al. CrowdPlanner: A crowdbased route recommendation system. In Proc. ICDE, Mar.31-Apr.4, 2014, pp.1144-1155.","DOI":"10.1109\/ICDE.2014.6816730"},{"key":"1771_CR19","doi-asserted-by":"crossref","unstructured":"Hu H, Zheng Y, Bao Z, Li G, Feng J, Cheng R. Crowdsourced POI labelling: Location-aware result inference and task assignment. In Proc. ICDE, May 2016, pp.61-72.","DOI":"10.1109\/ICDE.2016.7498229"},{"key":"1771_CR20","doi-asserted-by":"crossref","unstructured":"Gao D, Tong Y, She J et al. Top-k team recommendation in spatial crowdsourcing. In Proc. WAIM, Jun. 2016, pp.191-204.","DOI":"10.1007\/978-3-319-39937-9_15"},{"key":"1771_CR21","doi-asserted-by":"crossref","unstructured":"Hu H, Li G, Bao Z et al. Crowdsourcing-based real-time urban traffic speed estimation: From trends to speeds. In Proc. ICDE, May 2016, pp.883-894.","DOI":"10.1109\/ICDE.2016.7498298"},{"key":"1771_CR22","doi-asserted-by":"crossref","unstructured":"Deng D, Shahabi C, Demiryurek U. Maximizing the number of worker\u2019s self-selected tasks in spatial crowdsourcing. In Proc. SIGSPATIAL, Nov. 2013, pp.324-333.","DOI":"10.1145\/2525314.2525370"},{"issue":"2","key":"1771_CR23","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1007\/s41019-017-0037-1","volume":"2","author":"D Gao","year":"2017","unstructured":"Gao D, Tong Y, She J, Song T, Chen L, Xu K. Top-k team recommendation and its variants in spatial crowdsourcing. Data Science and Engineering, 2017, 2(2): 136\u2013150.","journal-title":"Data Science and Engineering"},{"key":"1771_CR24","doi-asserted-by":"crossref","unstructured":"To H, Shahabi C, Kazemi L. A server-assigned spatial crowdsourcing framework. ACM Transactions on Spatial Algorithms and Systems, 2015, 1(1): 2:1\u20132:28.","DOI":"10.1145\/2729713"},{"key":"1771_CR25","doi-asserted-by":"crossref","unstructured":"Kazemi L, Shahabi C, Chen L. GeoTru-Crowd: Trustworthy query answering with spatial crowdsourcing. In Proc. SIGSPATIAL, Nov. 2013, pp.314-323.","DOI":"10.1145\/2525314.2525346"},{"key":"1771_CR26","doi-asserted-by":"crossref","unstructured":"Hassan U U, Curry E. A multi-armed bandit approach to online spatial task assignment. In Proc. UIC, Dec. 2014, pp.212-219.","DOI":"10.1109\/UIC-ATC-ScalCom.2014.68"},{"key":"1771_CR27","doi-asserted-by":"crossref","unstructured":"Zheng Y, Wang J, Li G et al. QASCA: A quality-aware task assignment system for crowdsourcing applications. In Proc. SIGMOD, May 31-June 4, 2015, pp.1031-1046.","DOI":"10.1145\/2723372.2749430"},{"issue":"4","key":"1771_CR28","doi-asserted-by":"crossref","first-page":"361","DOI":"10.14778\/3025111.3025118","volume":"10","author":"Y Zheng","year":"2016","unstructured":"Zheng Y, Li G, Cheng R. DOCS: A domain-aware crowdsourcing system. Proceedings of the VLDB Endowment, 2016, 10(4): 361\u2013372.","journal-title":"Proceedings of the VLDB Endowment"},{"key":"1771_CR29","doi-asserted-by":"crossref","unstructured":"Fan J, Li G, Ooi B C, Tan K, Feng J. iCrowd: An adaptive crowdsourcing framework. In Proc. SIGMOD, May 31-Jun. 4, 2015, pp.1015-1030.","DOI":"10.1145\/2723372.2750550"},{"key":"1771_CR30","unstructured":"Zheng Y, Cheng R, Maniu S et al. On optimality of jury selection in crowdsourcing. In Proc. EDBT, March 2015, pp.193-204."},{"issue":"5","key":"1771_CR31","doi-asserted-by":"crossref","first-page":"541","DOI":"10.14778\/3055540.3055547","volume":"10","author":"Y Zheng","year":"2017","unstructured":"Zheng Y, Li G, Li Y, Shan C, Cheng R. Truth inference in crowdsourcing: Is the problem solved? Proceedings of the VLDB Endowment, 2017, 10(5): 541\u2013552.","journal-title":"Proceedings of the VLDB Endowment"},{"issue":"11","key":"1771_CR32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11432-015-5462-z","volume":"58","author":"W Wei","year":"2015","unstructured":"Wei W, Zhou Z H. Crowdsourcing label quality: A theoretical analysis. Science China Information Sciences, 2015, 58(11): 1\u201312.","journal-title":"Science China Information Sciences"},{"issue":"10","key":"1771_CR33","doi-asserted-by":"crossref","first-page":"919","DOI":"10.14778\/2732951.2732966","volume":"7","author":"H To","year":"2014","unstructured":"To H, Ghinita G, Shahabi C. A framework for protecting worker location privacy in spatial crowdsourcing. Proceedings of the VLDB Endowment, 2014, 7(10): 919\u2013930.","journal-title":"Proceedings of the VLDB Endowment"},{"key":"1771_CR34","doi-asserted-by":"crossref","unstructured":"Pournajaf L, Xiong L, Sunderam V, Goryczka S. Spatial task assignment for crowd sensing with cloaked locations. In Proc. MDM, Jul. 2014, pp.73-82.","DOI":"10.1109\/MDM.2014.15"},{"issue":"9","key":"1771_CR35","doi-asserted-by":"crossref","first-page":"092101","DOI":"10.1007\/s11432-015-0981-4","volume":"60","author":"X Ma","year":"2017","unstructured":"Ma X, Li H, Ma J et al. APPLET: A privacy-preserving framework for location-aware recommender system. Science China Information Sciences, 2017, 60(9): 092101.","journal-title":"Science China Information Sciences"},{"key":"1771_CR36","doi-asserted-by":"crossref","unstructured":"Li Y, Yiu M L, Xu W. Oriented online route recommendation for spatial crowd-sourcing task workers. In Proc. SSTD, Aug. 2015, pp.137-156.","DOI":"10.1007\/978-3-319-22363-6_8"},{"issue":"1","key":"1771_CR37","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1109\/COMST.2015.2415528","volume":"18","author":"X Zhang","year":"2015","unstructured":"Zhang X, Yang Z, Sun W, Liu Y, Tang S, Xing K, Mao X. Incentives for mobile crowd sensing: A survey. IEEE Communications Surveys and Tutorials, 2015, 18(1): 54\u201367.","journal-title":"IEEE Communications Surveys and Tutorials"},{"key":"1771_CR38","doi-asserted-by":"crossref","unstructured":"Singla A, Krause A. Truthful incentives in crowdsourcing tasks using regret minimization mechanisms. In Proc. WWW, May 2013, pp.1167-1178.","DOI":"10.1145\/2488388.2488490"},{"key":"1771_CR39","doi-asserted-by":"crossref","unstructured":"Singer Y, Mittal M. Pricing mechanisms for crowdsourcing markets. In Proc. WWW, May 2013, pp.1157-1166.","DOI":"10.1145\/2488388.2488489"}],"container-title":["Journal of Computer Science and Technology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11390-017-1771-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11390-017-1771-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11390-017-1771-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T20:42:59Z","timestamp":1750884179000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11390-017-1771-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9]]},"references-count":39,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2017,9]]}},"alternative-id":["1771"],"URL":"https:\/\/doi.org\/10.1007\/s11390-017-1771-6","relation":{},"ISSN":["1000-9000","1860-4749"],"issn-type":[{"value":"1000-9000","type":"print"},{"value":"1860-4749","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,9]]}}}