{"id":"https://openalex.org/W2344966530","doi":"https://doi.org/10.1109/thms.2015.2503290","title":"MobiGroup: Enabling Lifecycle Support to Social Activity Organization and Suggestion With Mobile Crowd Sensing","display_name":"MobiGroup: Enabling Lifecycle Support to Social Activity Organization and Suggestion With Mobile Crowd Sensing","publication_year":2015,"publication_date":"2015-12-11","ids":{"openalex":"https://openalex.org/W2344966530","doi":"https://doi.org/10.1109/thms.2015.2503290","mag":"2344966530"},"language":"en","primary_location":{"id":"doi:10.1109/thms.2015.2503290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2015.2503290","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Human-Machine Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078005520","display_name":"Bin Guo","orcid":"https://orcid.org/0000-0001-6097-2467"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Guo","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100701166","display_name":"Zhiwen Yu","orcid":"https://orcid.org/0000-0002-9905-3238"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwen Yu","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443536","display_name":"Liming Chen","orcid":"https://orcid.org/0000-0003-0200-7989"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Liming Chen","raw_affiliation_strings":["De Montfort University, Leicester, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"De Montfort University, Leicester, U.K","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012961763","display_name":"Xingshe Zhou","orcid":"https://orcid.org/0000-0001-7301-2174"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingshe Zhou","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026376235","display_name":"Xiaojuan Ma","orcid":"https://orcid.org/0000-0002-9847-7784"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaojuan Ma","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":16.7325,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.98737323,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"46","issue":"3","first_page":"390","last_page":"402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.9972000122070312,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.7309830188751221},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7284461855888367},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5571597218513489},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5518379211425781},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.450018048286438},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4487232565879822},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.43215256929397583},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.4206404983997345},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36712735891342163},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3500261902809143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3489012122154236},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3376743197441101},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29490241408348083},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15576747059822083},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.09293186664581299}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7309830188751221},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7284461855888367},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5571597218513489},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5518379211425781},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.450018048286438},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4487232565879822},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.43215256929397583},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.4206404983997345},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36712735891342163},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3500261902809143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3489012122154236},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3376743197441101},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29490241408348083},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15576747059822083},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.09293186664581299},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/thms.2015.2503290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2015.2503290","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Human-Machine Systems","raw_type":"journal-article"},{"id":"pmh:oai:www.dora.dmu.ac.uk:2086/13611","is_oa":false,"landing_page_url":"http://hdl.handle.net/2086/13611","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-79217","is_oa":false,"landing_page_url":"http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=2168-2291&rft.volume=46&rft.issue=3&rft.date=2016&rft.spage=390&rft.aulast=Guo&rft.aufirst=Bin&rft.atitle=MobiGroup%3A+Enabling+Lifecycle+Support+to+Social+Activity+Organization+and+Suggestion+With+Mobile+Crowd+Sensing&rft.title=IEEE+Transactions+on+Human-Machine+Systems","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8295617575","display_name":"\u8de8\u7a7a\u95f4\u5f02\u6784\u793e\u7fa4\u65f6\u7a7a\u7279\u5f81\u5173\u8054\u5206\u6790\u53ca\u884c\u4e3a\u9884\u6d4b\u7814\u7a76","funder_award_id":"61373119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8634784024","display_name":null,"funder_award_id":"61332005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W55902383","https://openalex.org/W116902681","https://openalex.org/W379337736","https://openalex.org/W934261879","https://openalex.org/W1417155387","https://openalex.org/W1497385253","https://openalex.org/W1597511597","https://openalex.org/W1606108609","https://openalex.org/W1760548574","https://openalex.org/W1967661515","https://openalex.org/W1972098965","https://openalex.org/W1973399263","https://openalex.org/W1979804167","https://openalex.org/W1982789685","https://openalex.org/W1983954411","https://openalex.org/W1991455977","https://openalex.org/W1994500462","https://openalex.org/W1995037448","https://openalex.org/W1997399503","https://openalex.org/W1999943538","https://openalex.org/W2008573763","https://openalex.org/W2010107599","https://openalex.org/W2022867359","https://openalex.org/W2030174748","https://openalex.org/W2042281163","https://openalex.org/W2046996006","https://openalex.org/W2052169633","https://openalex.org/W2063538435","https://openalex.org/W2071667608","https://openalex.org/W2073013176","https://openalex.org/W2073589262","https://openalex.org/W2079022137","https://openalex.org/W2084163885","https://openalex.org/W2108950108","https://openalex.org/W2110953678","https://openalex.org/W2112056172","https://openalex.org/W2115101691","https://openalex.org/W2129352331","https://openalex.org/W2130815877","https://openalex.org/W2131681506","https://openalex.org/W2139012991","https://openalex.org/W2142216726","https://openalex.org/W2144009057","https://openalex.org/W2146388339","https://openalex.org/W2146570277","https://openalex.org/W2151936673","https://openalex.org/W2153225416","https://openalex.org/W2162555816","https://openalex.org/W2166248431","https://openalex.org/W2166646151","https://openalex.org/W2197532822","https://openalex.org/W2232943036","https://openalex.org/W2965478150","https://openalex.org/W3099768174","https://openalex.org/W3142588439","https://openalex.org/W4285719527","https://openalex.org/W6602295396","https://openalex.org/W6604828220","https://openalex.org/W6687669438"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114"],"abstract_inverted_index":{"This":[0],"paper":[1,28],"presents":[2],"a":[3,30,57,66,110,128,148,158],"group-aware":[4],"mobile":[5],"crowd":[6],"sensing":[7],"system":[8],"called":[9],"MobiGroup,":[10],"which":[11],"supports":[12],"group":[13,25,36,53,71,124,142],"activity":[14,54,64],"organization":[15],"in":[16],"real-world":[17],"settings.":[18],"Acknowledging":[19],"the":[20,96,119,136,154,170],"complexity":[21],"and":[22,38,65,82,130,135,141,160,176],"diversity":[23],"of":[24,132,138],"activities,":[26],"this":[27],"introduces":[29],"formal":[31],"concept":[32],"model":[33],"to":[34,51,85,89],"characterize":[35],"activities":[37,102],"classifies":[39],"them":[40],"into":[41],"four":[42],"organizational":[43],"stages.":[44],"We":[45],"then":[46],"present":[47],"an":[48],"intelligent":[49],"approach":[50,121,181],"support":[52],"preparation,":[55],"including":[56],"heuristic":[58,106],"rule-based":[59,107],"mechanism":[60],"for":[61,69,122,182],"advertising":[62],"public":[63,101],"context-based":[67,120],"method":[68],"private":[70,123],"formation.":[72],"In":[73],"addition,":[74],"we":[75,116],"leverage":[76],"features":[77,171],"extracted":[78],"from":[79,113],"both":[80],"online":[81],"offline":[83],"communities":[84],"recommend":[86],"ongoing":[87,183],"events":[88],"attendees":[90],"with":[91,95],"different":[92,188],"needs.":[93,190],"Compared":[94],"baseline":[97],"method,":[98],"people":[99],"preferred":[100],"suggested":[103],"by":[104,168],"our":[105,179],"method.":[108],"Using":[109],"dataset":[111],"collected":[112],"45":[114],"participants,":[115],"found":[117],"that":[118],"formation":[125],"can":[126,144,186],"attain":[127],"precision":[129],"recall":[131],"over":[133,152],"80%,":[134],"usage":[137],"spatial-temporal":[139],"contexts":[140],"computing":[143],"have":[145],"more":[146],"than":[147],"30%":[149],"performance":[150],"improvement":[151],"considering":[153],"interaction":[155],"frequency":[156],"between":[157],"user":[159,189],"related":[161],"groups.":[162],"A":[163],"case":[164],"study":[165],"revealed":[166],"that,":[167],"extracting":[169],"such":[172],"as":[173],"dynamic":[174],"intimacy":[175],"static":[177],"intimacy,":[178],"cross-community":[180],"event":[184],"recommendation":[185],"meet":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}