{"id":"https://openalex.org/W2896534289","doi":"https://doi.org/10.1109/ijcnn.2018.8489633","title":"Individual Interest and Trust Driving Collective Intelligence Awareness for Social Recommendation","display_name":"Individual Interest and Trust Driving Collective Intelligence Awareness for Social Recommendation","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2896534289","doi":"https://doi.org/10.1109/ijcnn.2018.8489633","mag":"2896534289"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2018.8489633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101722152","display_name":"Lin Cui","orcid":"https://orcid.org/0000-0002-1001-7821"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin Cui","raw_affiliation_strings":["Intelligent Information Processing Laboratory, Suzhou University, Suzhou, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Information Processing Laboratory, Suzhou University, Suzhou, Anhui, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060120052","display_name":"Caiyin Wang","orcid":"https://orcid.org/0000-0001-6356-7010"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Caiyin Wang","raw_affiliation_strings":["Intelligent Information Processing Laboratory, Suzhou University, Suzhou, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Information Processing Laboratory, Suzhou University, Suzhou, Anhui, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007475662","display_name":"Jia Wu","orcid":"https://orcid.org/0000-0002-1371-5801"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jia Wu","raw_affiliation_strings":["Department of Computing, Macquarie University, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009644404","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0002-4408-1952"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jian Yang","raw_affiliation_strings":["Department of Computing, Macquarie University, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080744092","display_name":"Quan Z. Sheng","orcid":"https://orcid.org/0000-0002-3326-4147"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Michael Sheng","raw_affiliation_strings":["Department of Computing, Macquarie University, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9901000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7870810627937317},{"id":"https://openalex.org/keywords/social-trust","display_name":"Social trust","score":0.7302945852279663},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6914889812469482},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6527966856956482},{"id":"https://openalex.org/keywords/collective-intelligence","display_name":"Collective intelligence","score":0.6153655052185059},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5733152031898499},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5268779397010803},{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.5208588242530823},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.472600519657135},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4354208707809448},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38755565881729126},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3692402243614197},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3344383239746094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.306010365486145},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28359922766685486},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07576450705528259}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7870810627937317},{"id":"https://openalex.org/C2985797017","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Social trust","level":3,"score":0.7302945852279663},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6914889812469482},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6527966856956482},{"id":"https://openalex.org/C89057211","wikidata":"https://www.wikidata.org/wiki/Q432197","display_name":"Collective intelligence","level":2,"score":0.6153655052185059},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5733152031898499},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5268779397010803},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.5208588242530823},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.472600519657135},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4354208707809448},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38755565881729126},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3692402243614197},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3344383239746094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.306010365486145},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28359922766685486},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07576450705528259},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C68062652","wikidata":"https://www.wikidata.org/wiki/Q214693","display_name":"Social capital","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2018.8489633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/133209","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/133209","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W331119053","https://openalex.org/W1530276735","https://openalex.org/W1970269368","https://openalex.org/W1980853671","https://openalex.org/W1993897382","https://openalex.org/W1994347125","https://openalex.org/W1999101712","https://openalex.org/W2016440973","https://openalex.org/W2038228855","https://openalex.org/W2042281163","https://openalex.org/W2053478195","https://openalex.org/W2054141820","https://openalex.org/W2077194953","https://openalex.org/W2107793528","https://openalex.org/W2119825970","https://openalex.org/W2137245235","https://openalex.org/W2164189164","https://openalex.org/W2183516592","https://openalex.org/W2359344853","https://openalex.org/W2395937008","https://openalex.org/W2408538552","https://openalex.org/W2531384334","https://openalex.org/W2533413719","https://openalex.org/W2539075525","https://openalex.org/W2551429935","https://openalex.org/W2616838269","https://openalex.org/W2751933316","https://openalex.org/W2757954727","https://openalex.org/W2758068744","https://openalex.org/W4285719527","https://openalex.org/W6686001461","https://openalex.org/W6713960209","https://openalex.org/W6884869861","https://openalex.org/W7070499600"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W4386781444","https://openalex.org/W2005801347","https://openalex.org/W3092950680","https://openalex.org/W2372385138","https://openalex.org/W2912355043","https://openalex.org/W2294849308"],"abstract_inverted_index":{"Social":[0],"recommendation":[1,19,27,34,42,75,99],"incorporates":[2],"the":[3,7,17,29,32,39,47,55,79,96,109,114],"social":[4,26,41,49,74,98],"information":[5,59,104],"of":[6,24,31,57],"user,":[8],"such":[9],"as":[10],"friend":[11],"relationship":[12,15],"and":[13,53,64,87,105,119],"trust":[14],"into":[16],"traditional":[18,33],"system.":[20],"From":[21],"this":[22,67,69],"point":[23],"view,":[25],"expands":[28],"function":[30],"to":[35],"some":[36],"extent.":[37],"However,":[38],"existing":[40],"methods":[43,112],"mostly":[44],"focus":[45],"on":[46,61,78,90,102,113],"general":[48],"relation":[50],"between":[51],"users":[52],"neglects":[54],"refinement":[56],"group":[58,103],"based":[60,77,101],"individual":[62,85,106],"interest":[63,86],"trust.":[65,88],"To":[66],"end,":[68],"paper":[70],"proposes":[71],"a":[72],"novel":[73],"model":[76],"collective":[80],"intelligence":[81],"awareness":[82],"driven":[83],"by":[84],"Experiments":[89],"two":[91,115],"real-world":[92],"datasets":[93],"demonstrate":[94],"that":[95],"proposed":[97],"method":[100],"feature":[107],"outperforms":[108],"three":[110],"baseline":[111],"evaluation":[116],"metrics":[117],"MAE":[118],"RMSE.":[120]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}