{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T10:58:31Z","timestamp":1777546711667,"version":"3.51.4"},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2021,1,3]],"date-time":"2021-01-03T00:00:00Z","timestamp":1609632000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,3]],"date-time":"2021-01-03T00:00:00Z","timestamp":1609632000000},"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":["Peer-to-Peer Netw. Appl."],"published-print":{"date-parts":[[2021,3]]},"DOI":"10.1007\/s12083-020-01047-5","type":"journal-article","created":{"date-parts":[[2021,1,3]],"date-time":"2021-01-03T04:20:35Z","timestamp":1609647635000},"page":"763-780","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Task allocation through fuzzy logic based participant density analysis in mobile crowd sensing"],"prefix":"10.1007","volume":"14","author":[{"given":"Guisong","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanglin","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Buye","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1125-0411","authenticated-orcid":false,"given":"Xingyu","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiangtao","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ming","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,1,3]]},"reference":[{"issue":"11","key":"1047_CR1","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/MCOM.2011.6069707","volume":"49","author":"RK Ganti","year":"2011","unstructured":"Ganti RK, Ye F, Lei H (2011) Mobile crowdsensing: current state and future challenges. IEEE Commun 49(11):32\u201339","journal-title":"IEEE Commun"},{"key":"1047_CR2","unstructured":"WAZE. https:\/\/www.waze.com\/. Accessed 8 Nov 2019"},{"key":"1047_CR3","unstructured":"MILLIONAGENTS. http:\/\/www.millionagents.com\/. Accessed 10 Nov 2019"},{"key":"1047_CR4","doi-asserted-by":"crossref","unstructured":"Ra M, Liu B, Porta TFL et al (2012) Medusa: a programming framework for crowdsensing applications. ACM proceedings of the 10th international conference on Mobile systems, applications, and services, pp 337\u2013350","DOI":"10.1145\/2307636.2307668"},{"key":"1047_CR5","doi-asserted-by":"crossref","unstructured":"Das T, Mohan P, Padmanabhan VN, Ramjee R, Sharma A (2010) PRISM: platform for remote sensing using smartphones. ACM proceedings of the 8th international conference on mobile systems, applications, and services, pp 63\u201376","DOI":"10.1145\/1814433.1814442"},{"issue":"6","key":"1047_CR6","doi-asserted-by":"publisher","first-page":"1228","DOI":"10.1109\/TMC.2013.136","volume":"13","author":"P Zhou","year":"2014","unstructured":"Zhou P, Zheng Y, Li M (2014) How long to wait?: predicting bus arrival time with mobile phone based participatory sensing. IEEE Trans Mob Comput 13(6):1228\u20131241","journal-title":"IEEE Trans Mob Comput"},{"key":"1047_CR7","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1016\/j.procs.2018.07.185","volume":"134","author":"M Muntazir","year":"2018","unstructured":"Muntazir M, Guido M, Kushal A, R\u00fcdiger P, Manfred R et al (2018) Referenceable mobile crowdsensing architecture: a healthcare use case. Procedia Comput Sci 134:445\u2013451","journal-title":"Procedia Comput Sci"},{"key":"1047_CR8","unstructured":"Zappatore M, Longo A, Bochicchio MA (2016) Using mobile crowdsensing for noise monitoring in smart cities. IEEE international multidisciplinary conference on computer and energy science, pp 1\u20136"},{"issue":"10","key":"1047_CR9","doi-asserted-by":"publisher","first-page":"2020","DOI":"10.1109\/TMC.2014.2385097","volume":"14","author":"B Guo","year":"2015","unstructured":"Guo B, Chen H, Yu Z, Xie X, Huangfu S, Zhang D (2015) FlierMeet: a mobile crowdsensing system for cross-space public information reposting, tagging, and sharing. IEEE Trans Mob Comput 14(10):2020\u20132033","journal-title":"IEEE Trans Mob Comput"},{"key":"1047_CR10","doi-asserted-by":"crossref","unstructured":"Zhang D, Xiong H, Wang L et al (2014) CrowdRecruiter: selecting participants for piggyback crowdsensing under probabilistic coverage constraint. ACM proceedings of the international joint conference on pervasive and ubiquitous computing, pp 703\u2013714","DOI":"10.1145\/2632048.2632059"},{"issue":"9","key":"1047_CR11","doi-asserted-by":"publisher","first-page":"7698","DOI":"10.1109\/TVT.2015.2490679","volume":"65","author":"M Zhang","year":"2016","unstructured":"Zhang M, Yang P, Tian C, Tang S, Gao X, Wang B, Xiao F (2016) Quality-aware sensing coverage in budget constrained mobile crowdsensing networks. IEEE Trans Veh Technol 65(9):7698\u20137707","journal-title":"IEEE Trans Veh Technol"},{"key":"1047_CR12","doi-asserted-by":"crossref","unstructured":"Xiong H, Zhang D, Chen G et al (2015) CrowdTasker: maximizing coverage quality in piggyback crowdsensing under budget constraint. IEEE international conference on pervasive computing and communications, pp 55\u201362","DOI":"10.1109\/PERCOM.2015.7146509"},{"issue":"3","key":"1047_CR13","doi-asserted-by":"publisher","first-page":"392","DOI":"10.1109\/THMS.2016.2599489","volume":"47","author":"B Guo","year":"2017","unstructured":"Guo B, Liu Y, Wu W, Yu Z, Han Q (2017) ActiveCrowd: a framework for optimized multi-task allocation in mobile crowdsensing systems. IEEE Trans Human\u2013Mach Syst 47(3):392\u2013403","journal-title":"IEEE Trans Human\u2013Mach Syst"},{"issue":"9","key":"1047_CR14","doi-asserted-by":"publisher","first-page":"2101","DOI":"10.1109\/TMC.2018.2793908","volume":"17","author":"J Wang","year":"2018","unstructured":"Wang J, Wang Y, Zhang D, Wang F, Xiong H, Chen C, Lv Q, Qiu Z (2018) Multi-task allocation in mobile crowd sensing with individual task quality assurance. IEEE Trans Mob Comput 17(9):2101\u20132113","journal-title":"IEEE Trans Mob Comput"},{"key":"1047_CR15","doi-asserted-by":"crossref","unstructured":"Liu Y, Guo B, Wang Y et al (2016) TaskMe: multi-task allocation in mobile crowd sensing. ACM proceedings of international joint conference on pervasive and ubiquitous computing, pp 403-414","DOI":"10.1145\/2971648.2971709"},{"issue":"8","key":"1047_CR16","doi-asserted-by":"publisher","first-page":"2010","DOI":"10.1109\/TMC.2015.2483505","volume":"15","author":"H Xiong","year":"2016","unstructured":"Xiong H, Zhang D, Chen G, Wang L, Gauthier V, Barnes LE (2016) iCrowd: near-optimal task allocation for piggyback crowdsensing. IEEE Trans Mob Comput 15(8):2010\u20132022","journal-title":"IEEE Trans Mob Comput"},{"issue":"3","key":"1047_CR17","doi-asserted-by":"publisher","first-page":"397","DOI":"10.1007\/s00779-016-0932-x","volume":"20","author":"Y Liu","year":"2016","unstructured":"Liu Y, Niu J, Liu X (2016) Comprehensive tempo-spatial data collection in crowd sensing using a heterogeneous sensing vehicle selection method. Pers Ubiquit Comput 20(3):397\u2013411","journal-title":"Pers Ubiquit Comput"},{"issue":"1","key":"1047_CR18","doi-asserted-by":"publisher","first-page":"699","DOI":"10.1007\/s11277-017-4891-y","volume":"98","author":"J Chen","year":"2018","unstructured":"Chen J, Ma H, Zhao D, Wei DSL (2018) Participant density-independent location privacy protection for data aggregation in mobile crowd sensing. Wireless Pers Commun 98(1):699\u2013723","journal-title":"Wireless Pers Commun"},{"issue":"4","key":"1047_CR19","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1016\/0956-7135(93)90250-R","volume":"41","author":"JR Perez-Correa","year":"1993","unstructured":"Perez-Correa JR, Zaror CA (1993) Recent advances in process control and their potential applications to food processing. Food Control 41(4):202\u2013209","journal-title":"Food Control"},{"issue":"6","key":"1047_CR20","first-page":"1395","volume":"3","author":"J Wang","year":"2016","unstructured":"Wang J, Wang Y, Zhang D et al (2016) Fine-grained multitask allocation for participatory sensing with a shared budget. IEEE IoT J 3(6):1395\u20131405","journal-title":"IEEE IoT J"},{"key":"1047_CR21","doi-asserted-by":"crossref","unstructured":"Xiao M, Wu J, Huang L, Wang Y, Liu C (2015) Multi-task assignment for crowdsensing in mobile social networks. IEEE Conference on computer communications, pp 2227\u20132235","DOI":"10.1109\/INFOCOM.2015.7218609"},{"key":"1047_CR22","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1016\/j.pmcj.2017.01.005","volume":"41","author":"T Hu","year":"2017","unstructured":"Hu T, Xiao M, Hu C, Gao G, Wang B (2017) A QoS-sensitive task assignment algorithm for mobile crowdsensing. Pervasive Mob Comput 41:333\u2013342","journal-title":"Pervasive Mob Comput"},{"issue":"9","key":"1047_CR23","doi-asserted-by":"publisher","first-page":"4618","DOI":"10.1109\/TVT.2014.2317701","volume":"63","author":"Z Song","year":"2014","unstructured":"Song Z, Liu CH, Wu J, Ma J, Wang W (2014) QoI-aware multi-task oriented dynamic participant selection with budget constraints. IEEE Trans Veh Technol 63(9):4618\u20134632","journal-title":"IEEE Trans Veh Technol"},{"issue":"8","key":"1047_CR24","doi-asserted-by":"publisher","first-page":"2201","DOI":"10.1109\/TKDE.2016.2550041","volume":"28","author":"P Cheng","year":"2016","unstructured":"Cheng P, Lian X, Chen L, Han J, Zhao J (2016) Task assignment on multi-skill oriented spatial crowdsourcing. IEEE T Knowl Data Eng 28(8):2201\u20132215","journal-title":"IEEE T Knowl Data Eng"},{"key":"1047_CR25","doi-asserted-by":"crossref","unstructured":"Deng D, Shahabi C, Demiryurek U (2013) Maximizing the number of worker\u2019s self-selected tasks in spatial crowdsourcing. ACM Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp 324\u2013333","DOI":"10.1145\/2525314.2525370"},{"issue":"4","key":"1047_CR26","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1109\/2.53","volume":"21","author":"LA Zadeh","year":"1988","unstructured":"Zadeh LA (1988) Fuzzy Logic. Computer 21(4):83\u201393","journal-title":"Computer"},{"key":"1047_CR27","doi-asserted-by":"crossref","unstructured":"Villasenor-Carrillo UG, Sotomayor-Olmedo A, Gorrostieta-Hurtado E (2010) Development of a navigation system for mobile robots using different patterns of behavior based on fuzzy logic. IEEE electronics, robotics and automotive mechanics conference, pp 451\u2013456","DOI":"10.1109\/CERMA.2010.57"},{"key":"1047_CR28","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.artmed.2018.05.004","volume":"89","author":"L Lancu","year":"2018","unstructured":"Lancu L (2018) Heart disease diagnosis based on mediative fuzzy logic. Artif Intell Med 89:51\u201360","journal-title":"Artif Intell Med"},{"key":"1047_CR29","doi-asserted-by":"crossref","unstructured":"Rizianiza I, Djafar A (2017) Design car braking system using mamdani fuzzy logic control. IEEE 4th international conference on electric vehicular technology, pp 129\u2013123","DOI":"10.1109\/ICEVT.2017.8323547"},{"key":"1047_CR30","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1016\/j.fbp.2019.02.006","volume":"115","author":"A Yousefi-Darani","year":"2019","unstructured":"Yousefi-Darani A, Paquet-Durand O, Hitzmann B (2019) Application of fuzzy logic control for the dough proofing process. Food Bioprod Process 115:36\u201346","journal-title":"Food Bioprod Process"},{"issue":"3","key":"1047_CR31","doi-asserted-by":"publisher","first-page":"392","DOI":"10.1109\/THMS.2016.2599489","volume":"47","author":"B Guo","year":"2016","unstructured":"Guo B, Liu Y, Wu W et al (2016) ActiveCrowd: a framework for optimized multi-task allocation in mobile crowdsensing systems. IEEE Trans Hum Mach Syst 47(3):392\u2013403","journal-title":"IEEE Trans Hum Mach Syst"}],"container-title":["Peer-to-Peer Networking and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12083-020-01047-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12083-020-01047-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12083-020-01047-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,22]],"date-time":"2021-02-22T14:55:40Z","timestamp":1614005740000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12083-020-01047-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,3]]},"references-count":31,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2021,3]]}},"alternative-id":["1047"],"URL":"https:\/\/doi.org\/10.1007\/s12083-020-01047-5","relation":{},"ISSN":["1936-6442","1936-6450"],"issn-type":[{"value":"1936-6442","type":"print"},{"value":"1936-6450","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,3]]},"assertion":[{"value":"9 February 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 December 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 January 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"On behalf of all authors, the corresponding author states that there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}