{"id":"https://openalex.org/W2892008910","doi":"https://doi.org/10.1109/access.2018.2869897","title":"Multi-Objective Optimization for Location Prediction of Mobile Devices in Sensor-Based Applications","display_name":"Multi-Objective Optimization for Location Prediction of Mobile Devices in Sensor-Based Applications","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2892008910","doi":"https://doi.org/10.1109/access.2018.2869897","mag":"2892008910"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2869897","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2869897","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2869897","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110928249","display_name":"Qinglan Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qinglan Peng","raw_affiliation_strings":["Software Theory and Technology Chongqing Key Lab, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Software Theory and Technology Chongqing Key Lab, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mengchu Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023499987","display_name":"Qiang He","orcid":"https://orcid.org/0000-0002-2607-4556"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Qiang He","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080478930","display_name":"Yunni Xia","orcid":"https://orcid.org/0000-0001-9024-732X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunni Xia","raw_affiliation_strings":["Software Theory and Technology Chongqing Key Lab, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Software Theory and Technology Chongqing Key Lab, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053668775","display_name":"Chunrong Wu","orcid":"https://orcid.org/0000-0002-2691-093X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunrong Wu","raw_affiliation_strings":["Software Theory and Technology Chongqing Key Lab, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Software Theory and Technology Chongqing Key Lab, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055284175","display_name":"Shuiguang Deng","orcid":"https://orcid.org/0000-0001-5015-6095"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuiguang Deng","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5110928249"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":13.1573,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.98699446,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"77123","last_page":"77132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8261457085609436},{"id":"https://openalex.org/keywords/mobile-ad-hoc-network","display_name":"Mobile ad hoc network","score":0.6650639772415161},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.643919050693512},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.6126691102981567},{"id":"https://openalex.org/keywords/mobile-service","display_name":"Mobile service","score":0.54290372133255},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.48858746886253357},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4827417731285095},{"id":"https://openalex.org/keywords/mobile-qos","display_name":"Mobile QoS","score":0.45869770646095276},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.44097700715065},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4398422837257385},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4129319190979004},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3524755835533142},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.32286369800567627},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.2808162569999695},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08512148261070251}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8261457085609436},{"id":"https://openalex.org/C91280400","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Mobile ad hoc network","level":3,"score":0.6650639772415161},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.643919050693512},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.6126691102981567},{"id":"https://openalex.org/C2780559388","wikidata":"https://www.wikidata.org/wiki/Q1247189","display_name":"Mobile service","level":3,"score":0.54290372133255},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.48858746886253357},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4827417731285095},{"id":"https://openalex.org/C169761439","wikidata":"https://www.wikidata.org/wiki/Q6886951","display_name":"Mobile QoS","level":4,"score":0.45869770646095276},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.44097700715065},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4398422837257385},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4129319190979004},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3524755835533142},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.32286369800567627},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.2808162569999695},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08512148261070251},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2018.2869897","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2869897","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:06b51fedcf064f219822a6dbc07a4815","is_oa":true,"landing_page_url":"https://doaj.org/article/06b51fedcf064f219822a6dbc07a4815","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 77123-77132 (2018)","raw_type":"article"},{"id":"pmh:oai:researchbank.swinburne.edu.au:5729e82c-8d07-4ff1-94fe-ac121ba45e60/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/447059","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol. 6 (Sep 2018), pp. 77123-77132","raw_type":""}],"best_oa_location":{"id":"doi:10.1109/access.2018.2869897","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2869897","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3240576017","display_name":null,"funder_award_id":"Xm2015078","funder_id":"https://openalex.org/F4320326161","funder_display_name":"Chongqing Postdoctoral Science Special Foundation"},{"id":"https://openalex.org/G398890633","display_name":null,"funder_award_id":"CDJZR12180012","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4801194296","display_name":null,"funder_award_id":"2015M570770","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6639176933","display_name":null,"funder_award_id":"61472051","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8053478360","display_name":null,"funder_award_id":"106112014CDJZR185503","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320326161","display_name":"Chongqing Postdoctoral Science Special Foundation","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1595498733","https://openalex.org/W1976392635","https://openalex.org/W1987228002","https://openalex.org/W2034440284","https://openalex.org/W2048968529","https://openalex.org/W2049577911","https://openalex.org/W2049651489","https://openalex.org/W2060017308","https://openalex.org/W2066460177","https://openalex.org/W2069040327","https://openalex.org/W2097740639","https://openalex.org/W2111095666","https://openalex.org/W2130606305","https://openalex.org/W2140656373","https://openalex.org/W2342663885","https://openalex.org/W2424778531","https://openalex.org/W2522584596","https://openalex.org/W2571654287","https://openalex.org/W2576677224","https://openalex.org/W2604166575","https://openalex.org/W2737521510","https://openalex.org/W2789489969","https://openalex.org/W2792500730","https://openalex.org/W4229840225"],"related_works":["https://openalex.org/W2353112201","https://openalex.org/W2003575902","https://openalex.org/W2114354015","https://openalex.org/W2765605909","https://openalex.org/W2127199986","https://openalex.org/W2105474435","https://openalex.org/W1933040439","https://openalex.org/W2169484903","https://openalex.org/W4210272022","https://openalex.org/W1844259124"],"abstract_inverted_index":{"A":[0],"mobile":[1,13,26,64,81,99,106,113,122,132,140,172],"ad":[2,21],"hoc":[3,22],"network":[4],"(MANET)":[5],"can":[6],"be":[7,29,70],"constructed":[8],"when":[9],"a":[10,38,45,62,130,149,170],"group":[11],"of":[12,40,60,105,111,121,139,189],"users":[14,82,100,107],"need":[15],"to":[16,28,43,69,160],"communicate":[17],"temporarily":[18],"in":[19,94,187],"an":[20,155],"manner.":[23],"It":[24],"allows":[25],"services":[27,41,114],"shared":[30],"through":[31],"device-to-device":[32],"links":[33],"and":[34,48,58,75,86,115,153,177],"composed":[35],"by":[36],"combining":[37],"set":[39,176],"together":[42],"create":[44],"complex,":[46],"value-added,":[47],"cross-organizational":[49],"business":[50],"application.":[51],"Nevertheless,":[52],"various":[53],"challenges,":[54],"especially":[55],"the":[56,109,118,145],"reliability":[57,110],"quality-of-service":[59],"such":[61],"MANET-based":[63],"service":[65,123,133],"composition,":[66],"are":[67,83,101,166],"yet":[68],"properly":[71],"tackled.":[72],"Most":[73],"studies":[74,165],"related":[76],"composition":[77,134,146,190],"strategies":[78],"assume":[79],"that":[80,179],"fully":[84],"stable":[85],"constantly":[87],"available.":[88],"However,":[89],"this":[90,126],"is":[91],"not":[92],"realistic":[93],"most":[95],"real-world":[96,171],"scenarios":[97],"where":[98],"mobile.":[102],"The":[103],"mobility":[104],"impact":[108,117],"corresponding":[112],"consequently":[116],"success":[119,191],"rate":[120],"compositions.":[124],"In":[125],"paper,":[127],"we":[128],"propose":[129],"reliability-aware":[131],"approach":[135,182],"based":[136,168],"on":[137,169],"prediction":[138],"users'":[141,173],"positions.":[142],"We":[143],"model":[144],"problem":[147,152],"as":[148],"multi-objective":[150,157],"optimization":[151],"develop":[154],"evolutionary":[156],"optimization-based":[158],"algorithm":[159],"solve":[161],"it.":[162],"Extensive":[163],"case":[164],"performed":[167],"trajectory":[174],"data":[175],"show":[178],"our":[180],"proposed":[181],"significantly":[183],"outperforms":[184],"traditional":[185],"ones":[186],"terms":[188],"rate.":[192]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":13}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}