{"id":"https://openalex.org/W2592167133","doi":"https://doi.org/10.1155/2017/8940709","title":"Investigating the Temporal Effect of User Preferences with Application in Movie Recommendation","display_name":"Investigating the Temporal Effect of User Preferences with Application in Movie Recommendation","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2592167133","doi":"https://doi.org/10.1155/2017/8940709","mag":"2592167133"},"language":"en","primary_location":{"id":"doi:10.1155/2017/8940709","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/8940709","pdf_url":"http://downloads.hindawi.com/journals/misy/2017/8940709.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/misy/2017/8940709.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026873815","display_name":"Wenjun Li","orcid":"https://orcid.org/0000-0002-5410-8960"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I4210114178","display_name":"Suzhou Vocational Institute of Industrial Technology","ror":"https://ror.org/027rn2111","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210114178"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen-Jun Li","raw_affiliation_strings":["Big Data Research Center & Web Sciences Center, University of Electronic Science and Technology of China, Chengdu 611731, China","Suzhou Institute of Industrial Technology, Suzhou 215104, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Big Data Research Center & Web Sciences Center, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Suzhou Institute of Industrial Technology, Suzhou 215104, China","institution_ids":["https://openalex.org/I4210114178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035031594","display_name":"Qiang Dong","orcid":"https://orcid.org/0000-0003-1986-8961"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiang Dong","raw_affiliation_strings":["Big Data Research Center & Web Sciences Center, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":"https://orcid.org/0000-0003-1986-8961","affiliations":[{"raw_affiliation_string":"Big Data Research Center & Web Sciences Center, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010806818","display_name":"Yan Fu","orcid":"https://orcid.org/0000-0001-7749-7922"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Fu","raw_affiliation_strings":["Big Data Research Center & Web Sciences Center, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Big Data Research Center & Web Sciences Center, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035031594"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":2.0251,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89373238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9670000076293945,"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/computer-science","display_name":"Computer science","score":0.8892801403999329},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5965520143508911},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.5750348567962646},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43910297751426697},{"id":"https://openalex.org/keywords/mobile-internet","display_name":"Mobile internet","score":0.4353446662425995},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4321991205215454},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4290462136268616},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.423103004693985},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3957030177116394},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2757098078727722}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8892801403999329},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5965520143508911},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.5750348567962646},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43910297751426697},{"id":"https://openalex.org/C2985706004","wikidata":"https://www.wikidata.org/wiki/Q1043805","display_name":"Mobile internet","level":3,"score":0.4353446662425995},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4321991205215454},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4290462136268616},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.423103004693985},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3957030177116394},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2757098078727722},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2017/8940709","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/8940709","pdf_url":"http://downloads.hindawi.com/journals/misy/2017/8940709.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e95d8abf30c349d3a4b98d6083ee365e","is_oa":true,"landing_page_url":"https://doaj.org/article/e95d8abf30c349d3a4b98d6083ee365e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mobile Information Systems, Vol 2017 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2017/8940709","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/8940709","pdf_url":"http://downloads.hindawi.com/journals/misy/2017/8940709.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6487022818","display_name":null,"funder_award_id":"2016GZ0081","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8697790951","display_name":null,"funder_award_id":"61673085","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2592167133.pdf","grobid_xml":"https://content.openalex.org/works/W2592167133.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1893639437","https://openalex.org/W1895995141","https://openalex.org/W1964507417","https://openalex.org/W1981123416","https://openalex.org/W1984336972","https://openalex.org/W1985357787","https://openalex.org/W2028501987","https://openalex.org/W2028627965","https://openalex.org/W2030808931","https://openalex.org/W2032964972","https://openalex.org/W2041361001","https://openalex.org/W2048567639","https://openalex.org/W2069939137","https://openalex.org/W2128070164","https://openalex.org/W2131667851","https://openalex.org/W2159094788","https://openalex.org/W3099388874","https://openalex.org/W3101637956"],"related_works":["https://openalex.org/W4230197055","https://openalex.org/W4296749040","https://openalex.org/W4404605447","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W4390273403","https://openalex.org/W2497198634","https://openalex.org/W3012257603","https://openalex.org/W1586784764","https://openalex.org/W4292264782"],"abstract_inverted_index":{"As":[0],"the":[1,19,37,40,67,111,119,133,143],"rapid":[2],"development":[3],"of":[4,21,47,70,113,123,137],"mobile":[5,28],"Internet":[6],"and":[7,11,49,85,88,115,118,125],"smart":[8],"devices,":[9],"more":[10,12],"online":[13,41],"content":[14],"providers":[15],"begin":[16],"to":[17,57,61],"collect":[18],"preferences":[20,31],"their":[22],"customers":[23],"through":[24],"various":[25],"apps":[26],"on":[27,39,66,94,105],"devices.":[29],"These":[30],"could":[32],"be":[33],"largely":[34],"reflected":[35],"by":[36],"ratings":[38,51,90],"items":[42,60],"with":[43,142],"explicit":[44],"scores.":[45],"Both":[46],"positive":[48,87,124],"negative":[50,89,126],"are":[52],"helpful":[53],"for":[54],"recommender":[55],"systems":[56],"provide":[58],"relevant":[59],"a":[62,102,106],"target":[63],"user.":[64],"Based":[65],"empirical":[68],"analysis":[69],"three":[71],"real-world":[72],"movie-rating":[73],"data":[74],"sets,":[75],"we":[76,100],"observe":[77],"that":[78],"users\u2019":[79,95],"rating":[80],"criterions":[81],"change":[82],"over":[83],"time,":[84],"past":[86],"have":[91],"different":[92,120],"influences":[93],"future":[96],"preferences.":[97],"Given":[98],"this,":[99],"propose":[101],"recommendation":[103],"model":[104,140],"session-based":[107],"temporal":[108,121],"graph,":[109],"considering":[110],"difference":[112],"long-":[114],"short-term":[116],"preferences,":[117],"effect":[122],"ratings.":[127],"The":[128],"extensive":[129],"experiment":[130],"results":[131],"validate":[132],"significant":[134],"accuracy":[135],"improvement":[136],"our":[138],"proposed":[139],"compared":[141],"state-of-the-art":[144],"methods.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}