{"id":"https://openalex.org/W2523982530","doi":"https://doi.org/10.1109/jsyst.2015.2457244","title":"Using Concept Lattice for Personalized Recommendation System Design","display_name":"Using Concept Lattice for Personalized Recommendation System Design","publication_year":2015,"publication_date":"2015-08-04","ids":{"openalex":"https://openalex.org/W2523982530","doi":"https://doi.org/10.1109/jsyst.2015.2457244","mag":"2523982530"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2015.2457244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2015.2457244","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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10251/193225","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102847882","display_name":"Caifeng Zou","orcid":"https://orcid.org/0000-0001-7842-0310"},"institutions":[{"id":"https://openalex.org/I4210100872","display_name":"Guangzhou Academy of Special Equipment Inspection and Testing","ror":"https://ror.org/012pz7r49","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210100872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caifeng Zou","raw_affiliation_strings":["College of Information Engineering, Guangdong Mechanical & Electrical College, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Guangdong Mechanical & Electrical College, Guangzhou, China","institution_ids":["https://openalex.org/I4210100872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085335078","display_name":"Daqiang Zhang","orcid":"https://orcid.org/0000-0002-3812-1225"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daqiang Zhang","raw_affiliation_strings":["School of Software Engineering, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001398914","display_name":"Jiafu Wan","orcid":"https://orcid.org/0000-0001-9188-4179"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafu Wan","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085933596","display_name":"Mohammad Mehedi Hassan","orcid":"https://orcid.org/0000-0002-3479-3606"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Mehedi Hassan","raw_affiliation_strings":["College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061267204","display_name":"Jaime Lloret","orcid":"https://orcid.org/0000-0002-0862-0533"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jaime Lloret","raw_affiliation_strings":["Department of Communications, Universidad Politecnica de Valencia, Valencia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications, Universidad Politecnica de Valencia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.7194,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.98090428,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"1","first_page":"305","last_page":"314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/T11106","display_name":"Data Management and Algorithms","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9940000176429749,"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/association-rule-learning","display_name":"Association rule learning","score":0.7429882884025574},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7225558757781982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6977971792221069},{"id":"https://openalex.org/keywords/formal-concept-analysis","display_name":"Formal concept analysis","score":0.6800839900970459},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.6187446713447571},{"id":"https://openalex.org/keywords/lattice","display_name":"Lattice (music)","score":0.5885674953460693},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5335769057273865},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49763086438179016},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.4828563332557678},{"id":"https://openalex.org/keywords/vector-space-model","display_name":"Vector space model","score":0.4288826882839203},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3663262724876404},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2227075695991516}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7429882884025574},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7225558757781982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6977971792221069},{"id":"https://openalex.org/C76363472","wikidata":"https://www.wikidata.org/wiki/Q1437394","display_name":"Formal concept analysis","level":2,"score":0.6800839900970459},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.6187446713447571},{"id":"https://openalex.org/C2781204021","wikidata":"https://www.wikidata.org/wiki/Q6497091","display_name":"Lattice (music)","level":2,"score":0.5885674953460693},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5335769057273865},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49763086438179016},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.4828563332557678},{"id":"https://openalex.org/C89686163","wikidata":"https://www.wikidata.org/wiki/Q1187982","display_name":"Vector space model","level":2,"score":0.4288826882839203},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3663262724876404},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2227075695991516},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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":2,"locations":[{"id":"doi:10.1109/jsyst.2015.2457244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2015.2457244","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"},{"id":"pmh:oai:riunet.upv.es:10251/193225","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/193225","pdf_url":null,"source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:riunet.upv.es:10251/193225","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/193225","pdf_url":null,"source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G5005665169","display_name":"\u4fe1\u606f\u7269\u7406\u878d\u5408\u7cfb\u7edf\u539f\u578b\u5e73\u53f0\u7684\u7cfb\u7edf\u5efa\u6a21\u4e0e\u63a7\u5236\u57fa\u7840\u7406\u8bba\u7814\u7a76","funder_award_id":"61262013","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":41,"referenced_works":["https://openalex.org/W1529516911","https://openalex.org/W1599457251","https://openalex.org/W1810406100","https://openalex.org/W1966553486","https://openalex.org/W1967959079","https://openalex.org/W1969579989","https://openalex.org/W1974749329","https://openalex.org/W1979862119","https://openalex.org/W1985517423","https://openalex.org/W1989656813","https://openalex.org/W1996283866","https://openalex.org/W1996462798","https://openalex.org/W2021356074","https://openalex.org/W2041987923","https://openalex.org/W2042281163","https://openalex.org/W2047109571","https://openalex.org/W2047610452","https://openalex.org/W2073598738","https://openalex.org/W2079022137","https://openalex.org/W2079573925","https://openalex.org/W2082897135","https://openalex.org/W2084412853","https://openalex.org/W2101489774","https://openalex.org/W2110325612","https://openalex.org/W2146786731","https://openalex.org/W2159128662","https://openalex.org/W2171960770","https://openalex.org/W2276880206","https://openalex.org/W2279291580","https://openalex.org/W2362411722","https://openalex.org/W2369689117","https://openalex.org/W2370453500","https://openalex.org/W2496750077","https://openalex.org/W2596118091","https://openalex.org/W2950332743","https://openalex.org/W3103790586","https://openalex.org/W4234423219","https://openalex.org/W4255318870","https://openalex.org/W6676522543","https://openalex.org/W6734582538","https://openalex.org/W6982587247"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W4376854386","https://openalex.org/W38161807","https://openalex.org/W2508671622"],"abstract_inverted_index":{"A":[0],"novel":[1],"personalized":[2],"recommendation":[3,111,122,168],"system":[4,28],"(PRS)":[5],"based":[6,60,131],"on":[7,61,132],"concept":[8,48,62,81,99,146],"lattice":[9,49,63,82,100,147],"is":[10,29],"proposed":[11],"and":[12,22,25,35,46,56,66,83,101,135,151,160],"used":[13,77,106],"to":[14,19,78,107,116],"discover":[15],"valuable":[16],"information":[17],"according":[18],"users'":[20],"requirements":[21],"interests":[23],"quickly":[24],"efficiently.":[26],"The":[27,72],"divided":[30],"into":[31],"the":[32,36,40,43,47,53,57,69,80,84,89,92,98,102,109,117,125,141,145,153],"offline":[33,41],"part":[34],"online":[37,90,126],"part.":[38],"In":[39,88],"part,":[42,91,127],"formal":[44],"context":[45],"are":[50,64,76,105,114,120,129],"constructed":[51],"from":[52],"transaction":[54],"database,":[55],"association":[58,133],"rules":[59,134],"extracted":[65],"stored":[67],"in":[68,124,148],"rule":[70,85,103],"library.":[71],"new":[73],"added":[74],"data":[75,94,149],"update":[79],"library":[86,104],"regularly.":[87],"behavior":[93],"of":[95,140,144],"target":[96],"user,":[97],"calculate":[108],"ordered":[110],"results,":[112],"which":[113,128],"returned":[115],"user.":[118],"There":[119],"two":[121],"methods":[123],"recommendations":[130],"collaborative":[136],"filtering":[137],"recommendation.":[138],"Because":[139],"natural":[142],"advantages":[143],"processing":[150],"analysis,":[152],"PRS":[154],"we":[155],"designed":[156],"possesses":[157],"better":[158],"precision":[159],"faster":[161],"response":[162],"capability,":[163],"as":[164],"compared":[165],"with":[166],"conventional":[167],"system.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}