{"id":"https://openalex.org/W2333080944","doi":"https://doi.org/10.1109/jsyst.2014.2386611","title":"Analyzing Social Roles Based on a Hierarchical Model and Data Mining for Collective Decision-Making Support","display_name":"Analyzing Social Roles Based on a Hierarchical Model and Data Mining for Collective Decision-Making Support","publication_year":2015,"publication_date":"2015-01-26","ids":{"openalex":"https://openalex.org/W2333080944","doi":"https://doi.org/10.1109/jsyst.2014.2386611","mag":"2333080944"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2014.2386611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2014.2386611","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","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/A5048159315","display_name":"Bo Wu","orcid":"https://orcid.org/0000-0002-3914-2415"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Bo Wu","raw_affiliation_strings":["Graduate School of Human Sciences, Waseda University, Saitama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Human Sciences, Waseda University, Saitama, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055675863","display_name":"Xiaokang Zhou","orcid":"https://orcid.org/0000-0003-3488-4679"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xiaokang Zhou","raw_affiliation_strings":["Department of Human Informatics and Cognitive Sciences, Faculty of Human Sciences, Waseda University, Saitama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Human Informatics and Cognitive Sciences, Faculty of Human Sciences, Waseda University, Saitama, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061363755","display_name":"Qun Jin","orcid":"https://orcid.org/0000-0002-1325-4275"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qun Jin","raw_affiliation_strings":["Department of Human Informatics and Cognitive Sciences, Faculty of Human Sciences, Waseda University, Saitama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Human Informatics and Cognitive Sciences, Faculty of Human Sciences, Waseda University, Saitama, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030707600","display_name":"Fuhua Lin","orcid":"https://orcid.org/0000-0002-5876-093X"},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fuhua Lin","raw_affiliation_strings":["School of Computing and Information Systems, Athabasca University, Edmonton, AB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Athabasca University, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061884304","display_name":"Henry Leung","orcid":"https://orcid.org/0000-0002-5984-107X"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Henry Leung","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Calgary, Calgary, AB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0774,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.9573522,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"1","first_page":"356","last_page":"365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7615628838539124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.663663387298584},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6071735620498657},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5977993607521057},{"id":"https://openalex.org/keywords/group-decision-making","display_name":"Group decision-making","score":0.564922571182251},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5370871424674988},{"id":"https://openalex.org/keywords/netlogo","display_name":"NetLogo","score":0.5211939215660095},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4828384518623352},{"id":"https://openalex.org/keywords/delphi-method","display_name":"Delphi method","score":0.44929543137550354},{"id":"https://openalex.org/keywords/decision-making","display_name":"Decision-making","score":0.43240439891815186},{"id":"https://openalex.org/keywords/r-cast","display_name":"R-CAST","score":0.4153061509132385},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40040701627731323},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.2559428811073303},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20263513922691345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18728908896446228},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1347564458847046},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0866847038269043}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7615628838539124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.663663387298584},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6071735620498657},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5977993607521057},{"id":"https://openalex.org/C20701700","wikidata":"https://www.wikidata.org/wiki/Q388791","display_name":"Group decision-making","level":2,"score":0.564922571182251},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5370871424674988},{"id":"https://openalex.org/C167221231","wikidata":"https://www.wikidata.org/wiki/Q672307","display_name":"NetLogo","level":2,"score":0.5211939215660095},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4828384518623352},{"id":"https://openalex.org/C60641444","wikidata":"https://www.wikidata.org/wiki/Q841602","display_name":"Delphi method","level":2,"score":0.44929543137550354},{"id":"https://openalex.org/C122308676","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision-making","level":3,"score":0.43240439891815186},{"id":"https://openalex.org/C59719044","wikidata":"https://www.wikidata.org/wiki/Q7273265","display_name":"R-CAST","level":4,"score":0.4153061509132385},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40040701627731323},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.2559428811073303},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20263513922691345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18728908896446228},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1347564458847046},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0866847038269043},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2014.2386611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2014.2386611","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W8310843","https://openalex.org/W125240698","https://openalex.org/W147956286","https://openalex.org/W194786220","https://openalex.org/W588363634","https://openalex.org/W1125615625","https://openalex.org/W1503513999","https://openalex.org/W1558143660","https://openalex.org/W1732282848","https://openalex.org/W1763624572","https://openalex.org/W1889713456","https://openalex.org/W1912432442","https://openalex.org/W1965639564","https://openalex.org/W1968110920","https://openalex.org/W1970431798","https://openalex.org/W1979104916","https://openalex.org/W1982321541","https://openalex.org/W1983908694","https://openalex.org/W1993974867","https://openalex.org/W2000107752","https://openalex.org/W2021011403","https://openalex.org/W2034190931","https://openalex.org/W2038183101","https://openalex.org/W2056574796","https://openalex.org/W2060999772","https://openalex.org/W2067769416","https://openalex.org/W2067950873","https://openalex.org/W2071800736","https://openalex.org/W2076036174","https://openalex.org/W2098188539","https://openalex.org/W2103309047","https://openalex.org/W2107133386","https://openalex.org/W2107392942","https://openalex.org/W2110618133","https://openalex.org/W2116522872","https://openalex.org/W2123083605","https://openalex.org/W2146338463","https://openalex.org/W2147777364","https://openalex.org/W2148946577","https://openalex.org/W2150158253","https://openalex.org/W2150814963","https://openalex.org/W2162465503","https://openalex.org/W2166294434","https://openalex.org/W2262560749","https://openalex.org/W2530182095","https://openalex.org/W4210259099","https://openalex.org/W6637581987","https://openalex.org/W6637868543","https://openalex.org/W6640055910","https://openalex.org/W6674879751","https://openalex.org/W6678268164","https://openalex.org/W6692931171","https://openalex.org/W6728009161","https://openalex.org/W6807485813"],"related_works":["https://openalex.org/W4236243618","https://openalex.org/W4231757696","https://openalex.org/W4255495649","https://openalex.org/W4241218518","https://openalex.org/W2048552726","https://openalex.org/W2133772936","https://openalex.org/W2055876194","https://openalex.org/W4237634824","https://openalex.org/W2369311953","https://openalex.org/W2363863385"],"abstract_inverted_index":{"With":[0],"the":[1,9,29,35,49,53,59,80,86,117,124,138,149,158,170,174,184],"popularity":[2],"of":[3,11,28,31,58,119,151,176],"social":[4,14,18,76,87,104,120,154],"networking":[5],"services":[6,33],"(SNSs)":[7],"and":[8,23,34,56,72,90,110,169],"increase":[10],"users,":[12,55],"individuals'":[13],"roles":[15,77,105,121,155],"in":[16,26,40,106,187],"a":[17,98,107,130,134,188],"network":[19],"have":[20],"become":[21],"more":[22,24,189],"important":[25],"terms":[27],"recommendation":[30],"personalized":[32],"collective":[36,81,93,125,159],"decision-making":[37,82,94],"process.":[38,83],"Usually,":[39],"an":[41,91,112,142],"SNS":[42],"system,":[43],"active":[44],"users":[45,182],"may":[46,62],"not":[47],"represent":[48],"major":[50],"opinions":[51,61],"among":[52],"whole":[54],"most":[57],"users'":[60,74,103,153],"be":[63],"multifarious.":[64],"In":[65],"this":[66],"paper,":[67],"we":[68,96],"focus":[69],"on":[70,129],"analyzing":[71],"identifying":[73],"dynamical":[75],"to":[78,101,115,122,147,156,180],"facilitate":[79],"After":[84],"introducing":[85],"choice":[88],"theory":[89],"improved":[92],"model,":[95],"present":[97],"three-layer":[99],"model":[100],"analyze":[102],"hierarchical":[108],"way":[109],"develop":[111],"integrated":[113],"mechanism":[114],"utilize":[116],"identification":[118],"support":[123,157],"decision":[126,160,185],"making.":[127,161],"Based":[128],"developed":[131],"NetLogo-based":[132],"tool,":[133],"case":[135],"study":[136],"for":[137],"course-offering":[139],"determination":[140],"with":[141],"application":[143],"scenario":[144],"is":[145],"demonstrated":[146],"show":[148],"process":[150],"using":[152],"The":[162],"comparison":[163],"experiment":[164],"conducted":[165],"between":[166],"our":[167,177],"method":[168,172,179],"Delphi":[171],"shows":[173],"usefulness":[175],"proposed":[178],"help":[181],"achieve":[183],"consensus":[186],"efficient":[190],"way.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}