{"id":"https://openalex.org/W4402543438","doi":"https://doi.org/10.1007/s00521-024-10364-2","title":"Chain-of-thought prompting empowered generative user modeling for personalized recommendation","display_name":"Chain-of-thought prompting empowered generative user modeling for personalized recommendation","publication_year":2024,"publication_date":"2024-09-14","ids":{"openalex":"https://openalex.org/W4402543438","doi":"https://doi.org/10.1007/s00521-024-10364-2"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-10364-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-10364-2","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5048199693","display_name":"Fan Yang","orcid":"https://orcid.org/0000-0002-7763-4242"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Yang","raw_affiliation_strings":["School of Advanced Technology, Xi\u2019an Jiaotong-Liverpool University, Suzhou, 215000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi\u2019an Jiaotong-Liverpool University, Suzhou, 215000, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090256693","display_name":"Yong Yue","orcid":"https://orcid.org/0000-0001-7695-4538"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Yue","raw_affiliation_strings":["School of Advanced Technology, Xi\u2019an Jiaotong-Liverpool University, Suzhou, 215000, China"],"raw_orcid":"https://orcid.org/0000-0001-7695-4538","affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi\u2019an Jiaotong-Liverpool University, Suzhou, 215000, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021304275","display_name":"Gangmin Li","orcid":"https://orcid.org/0000-0003-4006-7472"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gangmin Li","raw_affiliation_strings":["HeXie Academy, Xi\u2019an Jiaotong-Liverpool University, Suzhou, 215000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HeXie Academy, Xi\u2019an Jiaotong-Liverpool University, Suzhou, 215000, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024107224","display_name":"Terry R. Payne","orcid":"https://orcid.org/0000-0002-0106-8731"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Terry R. Payne","raw_affiliation_strings":["Department of Computer Science, University of Liverpool, Liverpool, L69 7ZX, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool, Liverpool, L69 7ZX, UK","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075116069","display_name":"Ka Lok Man","orcid":"https://orcid.org/0000-0002-5787-4716"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ka Lok Man","raw_affiliation_strings":["School of Advanced Technology, Xi\u2019an Jiaotong-Liverpool University, Suzhou, 215000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi\u2019an Jiaotong-Liverpool University, Suzhou, 215000, China","institution_ids":["https://openalex.org/I69356397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5090256693"],"corresponding_institution_ids":["https://openalex.org/I69356397"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":7.5492,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.97203945,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"36","issue":"34","first_page":"21723","last_page":"21742"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9843999743461609,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9682000279426575,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.8742145299911499},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7424563765525818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7308380007743835},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.6101077795028687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4264718294143677},{"id":"https://openalex.org/keywords/chain","display_name":"Chain (unit)","score":0.4207462668418884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36512479186058044},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34706950187683105}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.8742145299911499},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7424563765525818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7308380007743835},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.6101077795028687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4264718294143677},{"id":"https://openalex.org/C199185054","wikidata":"https://www.wikidata.org/wiki/Q552299","display_name":"Chain (unit)","level":2,"score":0.4207462668418884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36512479186058044},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34706950187683105},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-10364-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-10364-2","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1531708902","https://openalex.org/W2040367556","https://openalex.org/W2045745608","https://openalex.org/W2054141820","https://openalex.org/W2080512030","https://openalex.org/W2101105183","https://openalex.org/W2475334473","https://openalex.org/W2739992143","https://openalex.org/W2740167620","https://openalex.org/W2749926164","https://openalex.org/W2907827821","https://openalex.org/W2947612811","https://openalex.org/W2963367478","https://openalex.org/W2982019227","https://openalex.org/W2984100107","https://openalex.org/W2990670023","https://openalex.org/W2997864604","https://openalex.org/W2998647102","https://openalex.org/W3012617370","https://openalex.org/W3034896171","https://openalex.org/W3065542300","https://openalex.org/W3100260481","https://openalex.org/W3113741750","https://openalex.org/W3119242082","https://openalex.org/W3135874152","https://openalex.org/W3153427360","https://openalex.org/W3173584449","https://openalex.org/W3173777717","https://openalex.org/W3175536494","https://openalex.org/W3176380929","https://openalex.org/W3190660689","https://openalex.org/W3199400376","https://openalex.org/W3210764964","https://openalex.org/W4205655352","https://openalex.org/W4281263000","https://openalex.org/W4283324387","https://openalex.org/W4293461645","https://openalex.org/W4296591867","https://openalex.org/W4362653256","https://openalex.org/W4368755500","https://openalex.org/W4380885549","https://openalex.org/W4386173299","https://openalex.org/W4386728930","https://openalex.org/W4386728933","https://openalex.org/W4386730038","https://openalex.org/W4387848745","https://openalex.org/W4392846385","https://openalex.org/W4401958727","https://openalex.org/W6600001191","https://openalex.org/W6600062020","https://openalex.org/W6600120041","https://openalex.org/W6600210674","https://openalex.org/W6600234944","https://openalex.org/W6600339457","https://openalex.org/W6600388300","https://openalex.org/W6600445788","https://openalex.org/W6600577311","https://openalex.org/W6601574642","https://openalex.org/W6601676141","https://openalex.org/W6604009900","https://openalex.org/W6607999579","https://openalex.org/W6633340474"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W3174044702","https://openalex.org/W2967848559","https://openalex.org/W4299831724"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
