{"id":"https://openalex.org/W4391808710","doi":"https://doi.org/10.1007/s11063-024-11446-x","title":"Hybrid Prompt Recommendation Explanation Generation combined with Graph Encoder","display_name":"Hybrid Prompt Recommendation Explanation Generation combined with Graph Encoder","publication_year":2024,"publication_date":"2024-02-14","ids":{"openalex":"https://openalex.org/W4391808710","doi":"https://doi.org/10.1007/s11063-024-11446-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-024-11446-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11446-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11446-x.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11446-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100610986","display_name":"Tianhao Wang","orcid":"https://orcid.org/0000-0002-9017-7947"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianhao Wang","raw_affiliation_strings":["College of Information Science and Engineering, Hunan Normal University, 36 Lushan Road, Changsha, 410081, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Hunan Normal University, 36 Lushan Road, Changsha, 410081, Hunan, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051198089","display_name":"Sheng Wu","orcid":"https://orcid.org/0000-0002-9947-9968"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Wu","raw_affiliation_strings":["School of Computer and Communication Engineering, Changsha University of Science and Technology, 45 Chiling Road, Changsha, 410076, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Changsha University of Science and Technology, 45 Chiling Road, Changsha, 410076, Hunan, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111129365","display_name":"Fen Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fen Yi","raw_affiliation_strings":["College of Information Science and Engineering, Hunan Normal University, 36 Lushan Road, Changsha, 410081, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Hunan Normal University, 36 Lushan Road, Changsha, 410081, Hunan, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039127797","display_name":"Li\u2010Dan Kuang","orcid":"https://orcid.org/0000-0002-0704-8950"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lidan Kuang","raw_affiliation_strings":["School of Computer and Communication Engineering, Changsha University of Science and Technology, 45 Chiling Road, Changsha, 410076, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Changsha University of Science and Technology, 45 Chiling Road, Changsha, 410076, Hunan, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100854536","display_name":"You Wang","orcid":"https://orcid.org/0009-0009-2789-364X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"You Wang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, Institute of Cyber Systems and Control, Zhejiang University, Hangzhou, 866 Yuhangtang Road, Hangzhou, 310027, ZheJiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, Institute of Cyber Systems and Control, Zhejiang University, Hangzhou, 866 Yuhangtang Road, Hangzhou, 310027, ZheJiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100406019","display_name":"Jin Zhang","orcid":"https://orcid.org/0000-0003-4199-5641"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]},{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jin Zhang","raw_affiliation_strings":["College of Information Science and Engineering, Hunan Normal University, 36 Lushan Road, Changsha, 410081, Hunan, China","School of Computer and Communication Engineering, Changsha University of Science and Technology, 45 Chiling Road, Changsha, 410076, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Hunan Normal University, 36 Lushan Road, Changsha, 410081, Hunan, China","institution_ids":["https://openalex.org/I173759888"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, Changsha University of Science and Technology, 45 Chiling Road, Changsha, 410076, Hunan, China","institution_ids":["https://openalex.org/I56934997"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100406019"],"corresponding_institution_ids":["https://openalex.org/I173759888","https://openalex.org/I56934997"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.9187,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87759576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"56","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9962999820709229,"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/computational-intelligence","display_name":"Computational intelligence","score":0.6775654554367065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5361561179161072},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4951838552951813},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.46021971106529236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38863253593444824},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3262982964515686}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6775654554367065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5361561179161072},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4951838552951813},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.46021971106529236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38863253593444824},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3262982964515686},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-024-11446-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11446-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11446-x.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11063-024-11446-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11446-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11446-x.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G205999998","display_name":null,"funder_award_id":"(2021JJ30456,} 2021JJ30734),","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"},{"id":"https://openalex.org/G3140570056","display_name":null,"funder_award_id":"61972055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3288301241","display_name":null,"funder_award_id":"ICT2022B60","funder_id":"https://openalex.org/F4320326952","funder_display_name":"State Key Laboratory of Industrial Control Technology"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326952","display_name":"State Key Laboratory of Industrial Control Technology","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391808710.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1689711448","https://openalex.org/W2101105183","https://openalex.org/W2152184085","https://openalex.org/W2604314403","https://openalex.org/W2739992143","https://openalex.org/W2740167620","https://openalex.org/W2788728386","https://openalex.org/W2949553967","https://openalex.org/W2963189767","https://openalex.org/W2963660754","https://openalex.org/W3045200674","https://openalex.org/W3124675547","https://openalex.org/W3156861396","https://openalex.org/W3174770825","https://openalex.org/W3175536494","https://openalex.org/W3185341429","https://openalex.org/W3192055963","https://openalex.org/W3211143493","https://openalex.org/W4210334834","https://openalex.org/W4220751150","https://openalex.org/W4296591867","https://openalex.org/W4312310776","https://openalex.org/W4312583258","https://openalex.org/W4324359913","https://openalex.org/W4365211555","https://openalex.org/W6600424091","https://openalex.org/W6604714958","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W4205302943","https://openalex.org/W2561132942","https://openalex.org/W2142795561","https://openalex.org/W3155418658","https://openalex.org/W4243199227","https://openalex.org/W2379948177","https://openalex.org/W2107949441"],"abstract_inverted_index":{"Abstract":[0],"Recommendation":[1],"systems":[2],"have":[3],"been":[4],"effectively":[5,73],"utilized":[6],"in":[7,28,66],"various":[8],"fields,":[9],"but":[10],"their":[11],"internal":[12],"decision-making":[13,21],"methods":[14,71,211],"are":[15],"still":[16],"largely":[17],"unknown.":[18],"This":[19,197],"opaque":[20],"method":[22,97],"can":[23],"greatly":[24],"affect":[25],"users\u2019":[26],"trust":[27],"the":[29,38,62,75,83,96,117,121,148,164,178,189,194,214,220],"recommendation":[30,58,109],"system.":[31],"Therefore,":[32],"finding":[33],"a":[34,103,108,139,160,183],"way":[35],"to":[36,56,106,115,146,158,181,186,192,212],"explain":[37,61],"reasons":[39,63],"for":[40,64],"model":[41,191],"decisions":[42],"has":[43],"become":[44],"an":[45],"urgent":[46],"task.":[47],"Previous":[48],"studies":[49],"often":[50],"used":[51],"LSTM":[52],"and":[53,60,80,82,126,128,131,154,157,173,205,216],"other":[54],"models":[55],"generate":[57,193],"explanations":[59],"recommendations":[65],"text":[67,84,217],"form.":[68],"However,":[69],"traditional":[70],"cannot":[72],"use":[74],"ID":[76,122],"information":[77,123,151],"of":[78,98,124,152,168,171,219],"users":[79,125,172],"items,":[81],"generated":[85,221],"is":[86,175],"highly":[87],"repetitive.":[88],"To":[89],"solve":[90],"this":[91,93,136],"problem,":[92],"paper":[94,137,198],"uses":[95],"prompt":[99,166,180,185],"learning":[100],"combined":[101,176],"with":[102,177,208],"graph":[104,140],"encoder":[105,141],"design":[107],"explanation":[110],"generation":[111],"model.":[112],"In":[113],"order":[114],"narrow":[116],"semantic":[118,150],"gap":[119],"between":[120],"items":[127,174],"natural":[129],"language":[130],"capture":[132],"high-level":[133],"interaction":[134],"information,":[135],"designs":[138],"based":[142],"on":[143,200],"user":[144,153],"similarity":[145],"learn":[147],"interactive":[149],"item":[155],"IDs,":[156],"construct":[159,182],"continuous":[161,179],"prompt.":[162],"Then,":[163],"discrete":[165,169],"composed":[167],"features":[170],"hybrid":[184],"input":[187],"into":[188],"pre-trained":[190],"recommended":[195],"explanation.":[196],"experiments":[199],"three":[201],"publicly":[202],"available":[203],"datasets":[204],"compares":[206],"them":[207],"several":[209],"state-of-the-art":[210],"demonstrate":[213],"personalization":[215],"quality":[218],"explanations.":[222]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}