{"id":"https://openalex.org/W3207317580","doi":"https://doi.org/10.1108/k-04-2021-0263","title":"A folksonomy-based collaborative filtering method for crowdsourcing knowledge-sharing communities","display_name":"A folksonomy-based collaborative filtering method for crowdsourcing knowledge-sharing communities","publication_year":2021,"publication_date":"2021-10-15","ids":{"openalex":"https://openalex.org/W3207317580","doi":"https://doi.org/10.1108/k-04-2021-0263","mag":"3207317580"},"language":"en","primary_location":{"id":"doi:10.1108/k-04-2021-0263","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-04-2021-0263","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","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/A5047791464","display_name":"Kangqu Zhou","orcid":"https://orcid.org/0000-0003-4571-1466"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kangqu Zhou","raw_affiliation_strings":["College of Mechanical Engineering, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602451","display_name":"C. H. Yang","orcid":"https://orcid.org/0000-0002-9634-8364"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Yang","raw_affiliation_strings":["College of Mechanical Engineering, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027014588","display_name":"Lvcheng Li","orcid":"https://orcid.org/0000-0002-7989-8460"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lvcheng Li","raw_affiliation_strings":["School of Entrepreneurship, Wuhan University of Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Entrepreneurship, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027751207","display_name":"Cong Miao","orcid":"https://orcid.org/0000-0001-8451-9157"},"institutions":[{"id":"https://openalex.org/I159665162","display_name":"National Institute of Development Administration","ror":"https://ror.org/010g30191","country_code":"TH","type":"education","lineage":["https://openalex.org/I159665162"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Cong Miao","raw_affiliation_strings":["National Institute of Development Administration, Bangkok, Thailand"],"affiliations":[{"raw_affiliation_string":"National Institute of Development Administration, Bangkok, Thailand","institution_ids":["https://openalex.org/I159665162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101752252","display_name":"Lijun Song","orcid":"https://orcid.org/0000-0003-0096-3408"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Song","raw_affiliation_strings":["College of Mechanical Engineering, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102976269","display_name":"Peng Jiang","orcid":"https://orcid.org/0000-0001-9042-308X"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Jiang","raw_affiliation_strings":["College of Mechanical Engineering, Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003004426","display_name":"Jiafu Su","orcid":"https://orcid.org/0000-0001-9220-274X"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafu Su","raw_affiliation_strings":["National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5047791464"],"corresponding_institution_ids":["https://openalex.org/I50632499"],"apc_list":null,"apc_paid":null,"fwci":1.7026,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.87840671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"52","issue":"1","first_page":"328","last_page":"343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9995999932289124,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/folksonomy","display_name":"Folksonomy","score":0.9633971452713013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8350838422775269},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.8181467056274414},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.6486434936523438},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5856156945228577},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5711023807525635},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4697559177875519},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.4318335950374603},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37467584013938904},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2697332501411438},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.22550523281097412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20803430676460266}],"concepts":[{"id":"https://openalex.org/C2778431730","wikidata":"https://www.wikidata.org/wiki/Q494291","display_name":"Folksonomy","level":2,"score":0.9633971452713013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8350838422775269},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.8181467056274414},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.6486434936523438},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5856156945228577},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5711023807525635},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4697559177875519},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.4318335950374603},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37467584013938904},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2697332501411438},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.22550523281097412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20803430676460266},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/k-04-2021-0263","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-04-2021-0263","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W29238927","https://openalex.org/W188183897","https://openalex.org/W1881630157","https://openalex.org/W2002337500","https://openalex.org/W2023114364","https://openalex.org/W2040501036","https://openalex.org/W2061572266","https://openalex.org/W2083056317","https://openalex.org/W2092084389","https://openalex.org/W2100235918","https://openalex.org/W2106219095","https://openalex.org/W2120232387","https://openalex.org/W2127246734","https://openalex.org/W2159475918","https://openalex.org/W2164998137","https://openalex.org/W2171884450","https://openalex.org/W2190143947","https://openalex.org/W2209395310","https://openalex.org/W2290662755","https://openalex.org/W2429877455","https://openalex.org/W2524956964","https://openalex.org/W2730028269","https://openalex.org/W2767127195","https://openalex.org/W2779281957","https://openalex.org/W2794005654","https://openalex.org/W2800942883","https://openalex.org/W2801643521","https://openalex.org/W2808483096","https://openalex.org/W2884153028","https://openalex.org/W2891223207","https://openalex.org/W2901294159","https://openalex.org/W2901756629","https://openalex.org/W2910686777","https://openalex.org/W2945034577","https://openalex.org/W2952221186","https://openalex.org/W2977069116","https://openalex.org/W2981958829","https://openalex.org/W3010878551","https://openalex.org/W3023124607","https://openalex.org/W3034990665","https://openalex.org/W3084938217","https://openalex.org/W3092205040","https://openalex.org/W3135310796","https://openalex.org/W4235441916","https://openalex.org/W4239145767"],"related_works":["https://openalex.org/W3612418","https://openalex.org/W3014393615","https://openalex.org/W131178872","https://openalex.org/W237510953","https://openalex.org/W2389818373","https://openalex.org/W2362248139","https://openalex.org/W2165888085","https://openalex.org/W2389600025","https://openalex.org/W2076210137","https://openalex.org/W2984080994"],"abstract_inverted_index":{"Purpose":[0],"This":[1],"paper":[2,160],"proposes":[3],"a":[4,107],"recommendation":[5],"method":[6,110,185],"that":[7,111,151,173],"mines":[8],"the":[9,39,46,58,62,71,75,78,86,91,98,102,128,131,140,156,174,196],"semantic":[10,43,47,63,72,88,119],"relationship":[11],"between":[12,49,65,121],"resources":[13,66,122,197],"and":[14,57,61,90,143,168],"combine":[15],"it":[16],"with":[17,153],"collaborative":[18],"filtering":[19],"(CF)":[20],"algorithm":[21,157,176],"for":[22,114],"crowdsourcing":[23,115,190],"knowledge-sharing":[24,116,191],"communities.":[25,117],"Design/methodology/approach":[26],"First,":[27],"structured":[28],"tag":[29,35,55],"trees":[30],"are":[31],"constructed":[32],"based":[33,53,69,84],"on":[34,54,70,85],"co-occurrence":[36,56],"to":[37,96,127,138,193],"overcome":[38],"tags'":[40],"lack":[41],"of":[42,74,101,146],"structure.":[44],"Then,":[45],"similarity":[48,64,73,120],"tags":[50,129],"is":[51,67,82,94,106,112],"determined":[52],"tag-tree":[59],"structure,":[60],"calculated":[68],"tags.":[76],"Finally,":[77],"user-resource":[79],"evaluation":[80,100],"matrix":[81],"filled":[83],"resource":[87],"similarity,":[89],"user-based":[92],"CF":[93,184],"used":[95,137],"predict":[97],"user's":[99],"resources.":[103],"Findings":[104],"Folksonomy":[105],"knowledge":[108],"classification":[109],"suitable":[113],"The":[118,181],"can":[123,135,186],"be":[124,136],"obtained":[125],"according":[126],"in":[130,158,163,189],"folksonomy":[132],"system,":[133],"which":[134,171],"alleviate":[139],"data":[141],"sparsity":[142],"cold-start":[144],"problems":[145],"CF.":[147],"Experimental":[148],"results":[149],"show":[150],"compared":[152],"other":[154],"algorithms,":[155],"this":[159],"performs":[161],"better":[162,178,194],"mean":[164],"absolute":[165],"error":[166],"(MAE)":[167],"F":[169],"1,":[170],"indicates":[172],"proposed":[175,182],"yields":[177],"performance.":[179],"Originality/value":[180],"folksonomy-based":[183],"help":[187],"users":[188],"communities":[192],"find":[195],"they":[198],"need.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
