{"id":"https://openalex.org/W4375928288","doi":"https://doi.org/10.1109/access.2023.3274117","title":"Time-Aware Recommender Systems: A Comprehensive Survey and Quantitative Assessment of Literature","display_name":"Time-Aware Recommender Systems: A Comprehensive Survey and Quantitative Assessment of Literature","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4375928288","doi":"https://doi.org/10.1109/access.2023.3274117"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3274117","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3274117","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10121419.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10121419.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044023854","display_name":"Reham Alabduljabbar","orcid":"https://orcid.org/0000-0002-9626-5331"},"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":"Reham Alabduljabbar","raw_affiliation_strings":["Information Technology Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-9626-5331","affiliations":[{"raw_affiliation_string":"Information Technology Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010862527","display_name":"Manal Alshareef","orcid":null},"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":"Manal Alshareef","raw_affiliation_strings":["Information Technology Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Department, 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/A5024632141","display_name":"Nada Alshareef","orcid":null},"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":"Nada Alshareef","raw_affiliation_strings":["Information Technology Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I28022161"],"apc_list":{"value":1950,"currency":"USD","value_usd":1950},"apc_paid":{"value":1950,"currency":"USD","value_usd":1950},"fwci":12.4525,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.98489498,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"45586","last_page":"45604"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9779000282287598,"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/recommender-system","display_name":"Recommender system","score":0.9244184494018555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8675408959388733},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6783762574195862},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48301494121551514},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4166826009750366},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.39806753396987915}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9244184494018555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8675408959388733},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6783762574195862},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48301494121551514},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4166826009750366},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.39806753396987915},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3274117","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3274117","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10121419.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6502722c09084b0bb1bb212a3b37d4f2","is_oa":true,"landing_page_url":"https://doaj.org/article/6502722c09084b0bb1bb212a3b37d4f2","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":"IEEE Access, Vol 11, Pp 45586-45604 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3274117","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3274117","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10121419.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.46000000834465027}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4375928288.pdf","grobid_xml":"https://content.openalex.org/works/W4375928288.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W290370860","https://openalex.org/W1500188831","https://openalex.org/W1993541285","https://openalex.org/W1995983090","https://openalex.org/W2033714695","https://openalex.org/W2054141820","https://openalex.org/W2057991616","https://openalex.org/W2061737399","https://openalex.org/W2077242081","https://openalex.org/W2080320419","https://openalex.org/W2089791802","https://openalex.org/W2146456494","https://openalex.org/W2171960770","https://openalex.org/W2187547424","https://openalex.org/W2187848264","https://openalex.org/W2402612674","https://openalex.org/W2414655327","https://openalex.org/W2493543356","https://openalex.org/W2507440079","https://openalex.org/W2509911975","https://openalex.org/W2514530580","https://openalex.org/W2569842309","https://openalex.org/W2589708577","https://openalex.org/W2596352504","https://openalex.org/W2602994574","https://openalex.org/W2605125510","https://openalex.org/W2610627273","https://openalex.org/W2622797835","https://openalex.org/W2767781968","https://openalex.org/W2774363535","https://openalex.org/W2785332574","https://openalex.org/W2785485252","https://openalex.org/W2790934391","https://openalex.org/W2799657611","https://openalex.org/W2800818180","https://openalex.org/W2809254312","https://openalex.org/W2864717551","https://openalex.org/W2887178326","https://openalex.org/W2889526258","https://openalex.org/W2898218204","https://openalex.org/W2904063213","https://openalex.org/W2910257236","https://openalex.org/W2911870147","https://openalex.org/W2918224569","https://openalex.org/W2922530940","https://openalex.org/W2939458545","https://openalex.org/W2945034577","https://openalex.org/W2948022514","https://openalex.org/W2965805264","https://openalex.org/W2983307096","https://openalex.org/W3013482653","https://openalex.org/W3027413395","https://openalex.org/W3035668172","https://openalex.org/W3081170586","https://openalex.org/W3097103183","https://openalex.org/W3126776371","https://openalex.org/W3182706339","https://openalex.org/W3184465482","https://openalex.org/W3190260202","https://openalex.org/W3196384639","https://openalex.org/W3208404024","https://openalex.org/W3208959739","https://openalex.org/W3214840804","https://openalex.org/W4205390421","https://openalex.org/W4224252992","https://openalex.org/W4286959404","https://openalex.org/W6686902214","https://openalex.org/W6802373560"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W3092950680","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3197542405","https://openalex.org/W2418190244","https://openalex.org/W4238861846","https://openalex.org/W3125580266"],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"(RS)":[2],"are":[3],"among":[4],"the":[5,45,74,102,110,121,163],"most":[6,46,103,122],"widely":[7],"used":[8],"applications":[9],"in":[10,37,66,88,97,115,142],"data":[11,87],"mining":[12],"and":[13,31,60,84,100,106,120,149,159,161],"machine-learning":[14],"technologies.":[15],"These":[16,69],"technologies":[17],"recommend":[18],"relevant":[19],"products":[20],"to":[21,26,29,33,72,80,112],"customers,":[22],"such":[23],"as":[24],"movies":[25],"watch,":[27],"items":[28],"buy,":[30],"books":[32],"read.":[34],"The":[35],"difference":[36],"user":[38,116],"preferences":[39,117],"over":[40,118],"time":[41,75],"is":[42],"one":[43],"of":[44,136,144,157,172],"significant":[47],"issues":[48],"faced":[49],"by":[50,82],"recommender":[51,58,174],"systems.":[52,175],"Researchers":[53],"have":[54,63,109],"focused":[55],"on":[56,168],"time-sensitive":[57,173],"systems,":[59],"numerous":[61],"studies":[62,70],"been":[64],"conducted":[65],"this":[67,91,98],"field.":[68],"aim":[71],"consider":[73],"factor":[76],"while":[77],"offering":[78],"recommendations":[79],"users":[81],"incorporating":[83],"utilizing":[85],"temporal":[86],"recommendations.":[89,128],"In":[90,129],"work,":[92],"we":[93,131,153],"review":[94],"existing":[95],"works":[96],"field":[99],"present":[101,132],"prominent":[104],"techniques":[105],"algorithms":[107],"that":[108,139],"ability":[111],"capture":[113],"changes":[114],"time,":[119,146],"important":[123],"application":[124],"areas":[125],"for":[126],"these":[127],"addition,":[130],"a":[133,155,169],"quantitative":[134],"assessment":[135],"comprehensive":[137],"literature":[138],"investigates":[140],"publications":[141],"terms":[143],"publication":[145,147],"type,":[148],"datasets":[150],"used.":[151],"Finally,":[152],"highlight":[154],"range":[156],"findings":[158],"conclusions":[160],"provide":[162],"reader":[164],"with":[165],"insights":[166],"based":[167],"general":[170],"analysis":[171]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}