{"id":"https://openalex.org/W4210334834","doi":"https://doi.org/10.1109/tkde.2022.3145690","title":"A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation","display_name":"A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4210334834","doi":"https://doi.org/10.1109/tkde.2022.3145690"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2022.3145690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2022.3145690","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2104.13030","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033706423","display_name":"Le Wu","orcid":"https://orcid.org/0000-0003-4556-0581"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Le Wu","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, China, Anhui, China, (e-mail: lewu.ustc@gmail.com)"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, China, Anhui, China, (e-mail: lewu.ustc@gmail.com)","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038668215","display_name":"Xiangnan He","orcid":"https://orcid.org/0000-0001-8472-7992"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangnan He","raw_affiliation_strings":["School of Data Science, University of Science and Technology of China, Hefei, Anhui, China, (e-mail: xiangnanhe@gmail.com)"],"affiliations":[{"raw_affiliation_string":"School of Data Science, University of Science and Technology of China, Hefei, Anhui, China, (e-mail: xiangnanhe@gmail.com)","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000368429","display_name":"Xiang Wang","orcid":"https://orcid.org/0000-0001-6113-0923"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xiang Wang","raw_affiliation_strings":["School of Computing, National University of Singapore, 37580 Singapore, Singapre, Singapore, 117417 (e-mail: xiangwang@u.nus.edu)"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, 37580 Singapore, Singapre, Singapore, 117417 (e-mail: xiangwang@u.nus.edu)","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046537954","display_name":"Kun Zhang","orcid":"https://orcid.org/0000-0002-4290-2446"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Zhang","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, 558979 Hefei, Anhui, China, (e-mail: zhang1028kun@gmail.com)"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, 558979 Hefei, Anhui, China, (e-mail: zhang1028kun@gmail.com)","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["School of Computing Science and Information Engineering, Hefei University of Technology, Hefei, Anhui, China, (e-mail: eric.mengwang@gmail.com)"],"affiliations":[{"raw_affiliation_string":"School of Computing Science and Information Engineering, Hefei University of Technology, Hefei, Anhui, China, (e-mail: eric.mengwang@gmail.com)","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033706423"],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":null,"apc_paid":null,"fwci":121.8129,"has_fulltext":false,"cited_by_count":393,"citation_normalized_percentile":{"value":0.99986841,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9958999752998352,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9901999831199646,"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":0.9107505083084106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.859878659248352},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.8390688896179199},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.593174397945404},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5184049606323242},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5175699591636658},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4607800543308258},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43067318201065063},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3621777296066284},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3578997254371643}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9107505083084106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.859878659248352},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.8390688896179199},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.593174397945404},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5184049606323242},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5175699591636658},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4607800543308258},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43067318201065063},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3621777296066284},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3578997254371643},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/tkde.2022.3145690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2022.3145690","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2104.13030","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2104.13030","pdf_url":"https://arxiv.org/pdf/2104.13030","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2104.13030","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2104.13030","pdf_url":"https://arxiv.org/pdf/2104.13030","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7321800030","display_name":null,"funder_award_id":"No. 61972125","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":346,"referenced_works":["https://openalex.org/W1720514416","https://openalex.org/W1832693441","https://openalex.org/W1966553486","https://openalex.org/W1985854669","https://openalex.org/W1994389483","https://openalex.org/W2008886893","https://openalex.org/W2010187764","https://openalex.org/W2027731328","https://openalex.org/W2048657872","https://openalex.org/W2054141820","https://openalex.org/W2062959588","https://openalex.org/W2102937240","https://openalex.org/W2105482032","https://openalex.org/W2108920354","https://openalex.org/W2133564696","https://openalex.org/W2137028279","https://openalex.org/W2140310134","https://openalex.org/W2157881433","https://openalex.org/W2171279286","https://openalex.org/W2171960770","https://openalex.org/W2184957013","https://openalex.org/W2253995343","https://openalex.org/W2295739661","https://openalex.org/W2342027869","https://openalex.org/W2443960221","https://openalex.org/W2463279551","https://openalex.org/W2469952266","https://openalex.org/W2471920251","https://openalex.org/W2475334473","https://openalex.org/W2484219422","https://openalex.org/W2509235963","https://openalex.org/W2509893387","https://openalex.org/W2510317721","https://openalex.org/W2512965516","https://openalex.org/W2512971201","https://openalex.org/W2515144511","https://openalex.org/W2517540742","https://openalex.org/W2526139466","https://openalex.org/W2529421958","https://openalex.org/W2533696134","https://openalex.org/W2548339725","https://openalex.org/W2548570154","https://openalex.org/W2575006718","https://openalex.org/W2577986441","https://openalex.org/W2578396138","https://openalex.org/W2583674722","https://openalex.org/W2584643785","https://openalex.org/W2585308011","https://openalex.org/W2601071158","https://openalex.org/W2604184171","https://openalex.org/W2604433096","https://openalex.org/W2604438604","https://openalex.org/W2604662567","https://openalex.org/W2605246672","https://openalex.org/W2605350416","https://openalex.org/W2606749808","https://openalex.org/W2610663331","https://openalex.org/W2613725451","https://openalex.org/W2615395371","https://openalex.org/W2618756248","https://openalex.org/W2624407581","https://openalex.org/W2625746539","https://openalex.org/W2654637199","https://openalex.org/W2723293840","https://openalex.org/W2725606191","https://openalex.org/W2726396866","https://openalex.org/W2734755249","https://openalex.org/W2739671343","https://openalex.org/W2739992143","https://openalex.org/W2740409734","https://openalex.org/W2740900805","https://openalex.org/W2741249238","https://openalex.org/W2742143754","https://openalex.org/W2742272831","https://openalex.org/W2743159750","https://openalex.org/W2745534091","https://openalex.org/W2746011824","https://openalex.org/W2747833218","https://openalex.org/W2749348810","https://openalex.org/W2750004028","https://openalex.org/W2753827977","https://openalex.org/W2767826403","https://openalex.org/W2773640334","https://openalex.org/W2783272285","https://openalex.org/W2783279085","https://openalex.org/W2783565819","https://openalex.org/W2783944588","https://openalex.org/W2784476247","https://openalex.org/W2785325870","https://openalex.org/W2788376297","https://openalex.org/W2788663865","https://openalex.org/W2788730650","https://openalex.org/W2788953034","https://openalex.org/W2789084759","https://openalex.org/W2791459074","https://openalex.org/W2792839191","https://openalex.org/W2793768763","https://openalex.org/W2798385737","https://openalex.org/W2798403427","https://openalex.org/W2798435682","https://openalex.org/W2798617736","https://openalex.org/W2798775153","https://openalex.org/W2798908418","https://openalex.org/W2798916557","https://openalex.org/W2802187397","https://openalex.org/W2807021761","https://openalex.org/W2807942528","https://openalex.org/W2807970989","https://openalex.org/W2808310571","https://openalex.org/W2808613198","https://openalex.org/W2808668898","https://openalex.org/W2808859004","https://openalex.org/W2809112621","https://openalex.org/W2809291355","https://openalex.org/W2809307135","https://openalex.org/W2884134047","https://openalex.org/W2886209086","https://openalex.org/W2888838693","https://openalex.org/W2889526258","https://openalex.org/W2893775232","https://openalex.org/W2897405591","https://openalex.org/W2899291427","https://openalex.org/W2899457523","https://openalex.org/W2900229157","https://openalex.org/W2900841426","https://openalex.org/W2902040508","https://openalex.org/W2903749028","https://openalex.org/W2903803738","https://openalex.org/W2904156528","https://openalex.org/W2904362786","https://openalex.org/W2905305843","https://openalex.org/W2905373637","https://openalex.org/W2908404712","https://openalex.org/W2911778742","https://openalex.org/W2912351665","https://openalex.org/W2912678722","https://openalex.org/W2913023375","https://openalex.org/W2913795167","https://openalex.org/W2914050157","https://openalex.org/W2914721378","https://openalex.org/W2914778139","https://openalex.org/W2938315199","https://openalex.org/W2944441143","https://openalex.org/W2945623882","https://openalex.org/W2945827670","https://openalex.org/W2946893269","https://openalex.org/W2949553967","https://openalex.org/W2949655105","https://openalex.org/W2950275995","https://openalex.org/W2950416221","https://openalex.org/W2950416834","https://openalex.org/W2950692118","https://openalex.org/W2951008357","https://openalex.org/W2951626319","https://openalex.org/W2951645301","https://openalex.org/W2951738332","https://openalex.org/W2953586472","https://openalex.org/W2954123367","https://openalex.org/W2954164237","https://openalex.org/W2954765895","https://openalex.org/W2955931418","https://openalex.org/W2957191877","https://openalex.org/W2962712142","https://openalex.org/W2963085847","https://openalex.org/W2963146368","https://openalex.org/W2963323306","https://openalex.org/W2963367478","https://openalex.org/W2963655167","https://openalex.org/W2963668762","https://openalex.org/W2963869731","https://openalex.org/W2963911286","https://openalex.org/W2963919031","https://openalex.org/W2964015378","https://openalex.org/W2964044287","https://openalex.org/W2964182926","https://openalex.org/W2964258748","https://openalex.org/W2964347323","https://openalex.org/W2964512901","https://openalex.org/W2964536660","https://openalex.org/W2964926209","https://openalex.org/W2964961855","https://openalex.org/W2965398302","https://openalex.org/W2966349618","https://openalex.org/W2966501701","https://openalex.org/W2987577970","https://openalex.org/W2989923675","https://openalex.org/W2990221466","https://openalex.org/W2996960746","https://openalex.org/W2997134905","https://openalex.org/W2997261254","https://openalex.org/W2997864604","https://openalex.org/W2998128907","https://openalex.org/W2998431760","https://openalex.org/W2998673651","https://openalex.org/W2999664153","https://openalex.org/W3001084835","https://openalex.org/W3004578093","https://openalex.org/W3005071803","https://openalex.org/W3007987179","https://openalex.org/W3011515423","https://openalex.org/W3011667710","https://openalex.org/W3011809564","https://openalex.org/W3012607120","https://openalex.org/W3012617370","https://openalex.org/W3012640652","https://openalex.org/W3012752604","https://openalex.org/W3012895527","https://openalex.org/W3019166713","https://openalex.org/W3026347803","https://openalex.org/W3027392690","https://openalex.org/W3029587262","https://openalex.org/W3031918285","https://openalex.org/W3032861513","https://openalex.org/W3034229012","https://openalex.org/W3034236656","https://openalex.org/W3034328025","https://openalex.org/W3034329572","https://openalex.org/W3034364571","https://openalex.org/W3034414418","https://openalex.org/W3034423547","https://openalex.org/W3034449195","https://openalex.org/W3034503922","https://openalex.org/W3034522014","https://openalex.org/W3034894152","https://openalex.org/W3034896171","https://openalex.org/W3034931324","https://openalex.org/W3035143414","https://openalex.org/W3035170973","https://openalex.org/W3035178789","https://openalex.org/W3035287707","https://openalex.org/W3035566692","https://openalex.org/W3035588407","https://openalex.org/W3035661448","https://openalex.org/W3035666843","https://openalex.org/W3038439974","https://openalex.org/W3038719422","https://openalex.org/W3044311607","https://openalex.org/W3044893918","https://openalex.org/W3045200674","https://openalex.org/W3065542300","https://openalex.org/W3080122044","https://openalex.org/W3080292067","https://openalex.org/W3080566854","https://openalex.org/W3080668436","https://openalex.org/W3080884086","https://openalex.org/W3081002710","https://openalex.org/W3081170586","https://openalex.org/W3081410692","https://openalex.org/W3088257568","https://openalex.org/W3088777230","https://openalex.org/W3088872368","https://openalex.org/W3091993229","https://openalex.org/W3092103025","https://openalex.org/W3092434217","https://openalex.org/W3093563174","https://openalex.org/W3093729421","https://openalex.org/W3093800735","https://openalex.org/W3093888250","https://openalex.org/W3093922720","https://openalex.org/W3094004746","https://openalex.org/W3094030574","https://openalex.org/W3094497946","https://openalex.org/W3094595891","https://openalex.org/W3094605801","https://openalex.org/W3098087397","https://openalex.org/W3098138727","https://openalex.org/W3098231197","https://openalex.org/W3098649723","https://openalex.org/W3099386565","https://openalex.org/W3099726771","https://openalex.org/W3099732023","https://openalex.org/W3099799908","https://openalex.org/W3100260481","https://openalex.org/W3100278010","https://openalex.org/W3100324210","https://openalex.org/W3100591234","https://openalex.org/W3100790518","https://openalex.org/W3100848837","https://openalex.org/W3100917752","https://openalex.org/W3101366597","https://openalex.org/W3101707147","https://openalex.org/W3101830194","https://openalex.org/W3102249200","https://openalex.org/W3102496129","https://openalex.org/W3102755086","https://openalex.org/W3102888024","https://openalex.org/W3102895136","https://openalex.org/W3104030692","https://openalex.org/W3104326162","https://openalex.org/W3104353018","https://openalex.org/W3104406051","https://openalex.org/W3104492324","https://openalex.org/W3104569247","https://openalex.org/W3105114834","https://openalex.org/W3105472188","https://openalex.org/W3106035229","https://openalex.org/W3106062149","https://openalex.org/W3106127452","https://openalex.org/W3106369320","https://openalex.org/W3106439889","https://openalex.org/W3106445281","https://openalex.org/W3110072028","https://openalex.org/W3114652457","https://openalex.org/W3122507327","https://openalex.org/W3125645198","https://openalex.org/W3129482887","https://openalex.org/W3130483513","https://openalex.org/W3139019561","https://openalex.org/W3152880264","https://openalex.org/W3153325943","https://openalex.org/W3153432523","https://openalex.org/W3154113024","https://openalex.org/W3155919942","https://openalex.org/W3162519616","https://openalex.org/W3166827814","https://openalex.org/W3170187879","https://openalex.org/W3173365306","https://openalex.org/W3181414820","https://openalex.org/W3185693672","https://openalex.org/W3192055963","https://openalex.org/W3206310679","https://openalex.org/W4205334834","https://openalex.org/W4285790115","https://openalex.org/W4287182040","https://openalex.org/W4288083766","https://openalex.org/W4295910374","https://openalex.org/W4297808394","https://openalex.org/W4297971002","https://openalex.org/W4299286960","https://openalex.org/W4303633609","https://openalex.org/W4309581333","https://openalex.org/W4310228395","https://openalex.org/W6638318767","https://openalex.org/W6684821475","https://openalex.org/W6692935382","https://openalex.org/W6724478308","https://openalex.org/W6726873649","https://openalex.org/W6729413687","https://openalex.org/W6732193342","https://openalex.org/W6732487418","https://openalex.org/W6738025973","https://openalex.org/W6744857098","https://openalex.org/W6747899497","https://openalex.org/W6762509280","https://openalex.org/W6774821467","https://openalex.org/W6844194202"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W1484355083","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622","https://openalex.org/W2556532874"],"abstract_inverted_index":{"Influenced":[0],"by":[1],"the":[2,50,87,95,108,122,144,156],"great":[3],"success":[4],"of":[5,54,111],"deep":[6],"learning":[7],"in":[8,15,36,172],"computer":[9],"vision":[10],"and":[11,43,78,100,128,133,137,155],"language":[12],"understanding,":[13],"research":[14],"recommendation":[16,91],"has":[17],"shifted":[18],"to":[19,49,71,75],"inventing":[20],"new":[21],"recommender":[22,39,46,68,82],"models":[23,47],"based":[24,85],"on":[25,66,81,86],"neural":[26,38,55,67],"networks.":[27,56],"In":[28,57],"recent":[29],"years,":[30],"we":[31,61,93,166],"have":[32],"witnessed":[33],"significant":[34],"progress":[35],"developing":[37],"models,":[40,69],"which":[41,106,119,141],"generalize":[42],"surpass":[44],"traditional":[45],"owing":[48],"strong":[51],"representation":[52],"power":[53],"this":[58,73,173],"survey":[59],"paper,":[60],"conduct":[62],"a":[63],"systematic":[64],"review":[65],"aiming":[70],"summarize":[72],"field":[74],"facilitate":[76],"researchers":[77],"practitioners":[79],"working":[80],"systems.":[83],"Specifically,":[84],"data":[88],"usage":[89],"during":[90],"modeling,":[92],"divide":[94],"work":[96,162],"into":[97],"collaborative":[98,104],"filtering":[99],"information-rich":[101],"recommendation:":[102],"1)":[103],"filtering,":[105],"leverages":[107],"key":[109],"source":[110],"user-item":[112],"interaction":[113],"data;":[114],"2)":[115],"content":[116],"enriched":[117],"recommendation,":[118,140],"additionally":[120],"utilizes":[121],"side":[123],"information":[124,146],"associated":[125,147],"with":[126,148],"users":[127],"items,":[129],"like":[130],"user":[131],"profile":[132],"item":[134],"knowledge":[135],"graph;":[136],"3)":[138],"temporal/sequential":[139],"accounts":[142],"for":[143,163],"contextual":[145],"an":[149],"interaction,":[150],"such":[151],"as":[152],"time,":[153],"location,":[154],"past":[157],"interactions.":[158],"After":[159],"reviewing":[160],"representative":[161],"each":[164],"type,":[165],"finally":[167],"discuss":[168],"some":[169],"promising":[170],"directions":[171],"field.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":113},{"year":2024,"cited_by_count":132},{"year":2023,"cited_by_count":105},{"year":2022,"cited_by_count":32},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}