{"id":"https://openalex.org/W2899822747","doi":"https://doi.org/10.3233/jifs-18783","title":"Item life cycle based collaborative filtering","display_name":"Item life cycle based collaborative filtering","publication_year":2018,"publication_date":"2018-11-09","ids":{"openalex":"https://openalex.org/W2899822747","doi":"https://doi.org/10.3233/jifs-18783","mag":"2899822747"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-18783","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-18783","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy 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/A5112920080","display_name":"Yue Liu","orcid":"https://orcid.org/0009-0002-1695-1604"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Liu","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066699855","display_name":"Fei Cai","orcid":"https://orcid.org/0000-0002-5709-1682"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Cai","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055265327","display_name":"Pengfei Ren","orcid":"https://orcid.org/0000-0002-2736-8863"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Ren","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084603507","display_name":"Zhizhou Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhizhou Gu","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112920080"],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":1.1781,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85787124,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"36","issue":"3","first_page":"2743","last_page":"2755"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9854000210762024,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9743000268936157,"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":0.6241087317466736},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5373249650001526},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32950064539909363},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.09648600220680237}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6241087317466736},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5373249650001526},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32950064539909363},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.09648600220680237}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-18783","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-18783","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W238751520","https://openalex.org/W1966553486","https://openalex.org/W1968740958","https://openalex.org/W1980300263","https://openalex.org/W1985059878","https://openalex.org/W1992066818","https://openalex.org/W1996958556","https://openalex.org/W2030808931","https://openalex.org/W2042281163","https://openalex.org/W2046974451","https://openalex.org/W2057763140","https://openalex.org/W2071249181","https://openalex.org/W2124471314","https://openalex.org/W2146456494","https://openalex.org/W2294431167","https://openalex.org/W2299586757","https://openalex.org/W2344015651","https://openalex.org/W2533523484","https://openalex.org/W2604311458","https://openalex.org/W3098649723","https://openalex.org/W3103442714","https://openalex.org/W3120421331","https://openalex.org/W3121531027","https://openalex.org/W6662052390","https://openalex.org/W6697213511","https://openalex.org/W6780057924","https://openalex.org/W6786440863","https://openalex.org/W7073554948"],"related_works":["https://openalex.org/W2381935838","https://openalex.org/W2377968345","https://openalex.org/W2356507104","https://openalex.org/W1773619406","https://openalex.org/W2383886042","https://openalex.org/W2126026531","https://openalex.org/W2363664336","https://openalex.org/W1497071005","https://openalex.org/W2031305127","https://openalex.org/W2348159088"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,5,48,61,68,131,136],"problem":[3],"that":[4,78,130],"existing":[6],"time-aware":[7],"methods":[8],"always":[9],"recommend":[10],"out-of-fashion":[11],"items":[12,65,92],"to":[13,46,59,74,83,116],"users,":[14],"this":[15],"paper":[16],"proposes":[17],"a":[18,42,85,107],"novel":[19],"method":[20,39,133],"named":[21],"Item":[22],"Life":[23],"Cycle":[24],"based":[25,111],"Collaborative":[26],"Filtering":[27],"(ItemLC-CF),":[28],"taking":[29],"both":[30],"user\u2019s":[31],"preference":[32,63],"and":[33,53,146],"item\u2019s":[34,51,75],"popularity":[35,52],"into":[36,95],"consideration.":[37],"This":[38],"present":[40],"s":[41],"life":[43,86],"cycle":[44,87],"function":[45,88],"simulate":[47],"variation":[49,56],"of":[50,71,102,138],"integrates":[54],"such":[55],"with":[57],"CF":[58,72],"learn":[60],"relative":[62],"for":[64,89,121,150],"by":[66],"reranking":[67],"candidate":[69],"set":[70],"according":[73],"vitality.":[76],"Given":[77],"it":[79],"is":[80,114],"extremely":[81],"complicated":[82],"construct":[84],"each":[90],"item,":[91],"are":[93],"clustered":[94],"different":[96],"categories":[97],"via":[98],"their":[99],"popularities":[100],"instead":[101],"original":[103],"product":[104],"categories.":[105],"Meanwhile,":[106],"SVM":[108],"ensemble":[109],"classifier":[110],"on":[112,126],"AdaBoost":[113],"employed":[115],"find":[117],"an":[118],"appropriate":[119],"category":[120],"new":[122],"arrival":[123],"items.":[124],"Evaluation":[125],"MovieLens-1M":[127],"dataset":[128],"demonstrates":[129],"proposed":[132],"can":[134],"improve":[135],"performance":[137],"recommendation":[139,148],"list,":[140],"in":[141],"turn":[142],"providing":[143],"more":[144],"reasonable":[145],"popular":[147],"lists":[149],"users.":[151]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
