{"id":"https://openalex.org/W4404506734","doi":"https://doi.org/10.32604/cmc.2024.057071","title":"A Fusion Model for Personalized Adaptive Multi-Product Recommendation System Using Transfer Learning and Bi-GRU","display_name":"A Fusion Model for Personalized Adaptive Multi-Product Recommendation System Using Transfer Learning and Bi-GRU","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404506734","doi":"https://doi.org/10.32604/cmc.2024.057071"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2024.057071","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.057071","pdf_url":"https://cdn.techscience.press/files/cmc/2024/TSP_CMC-81-3/TSP_CMC_57071/TSP_CMC_57071.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://cdn.techscience.press/files/cmc/2024/TSP_CMC-81-3/TSP_CMC_57071/TSP_CMC_57071.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101371988","display_name":"Buchi Reddy Ramakantha Reddy","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Buchi Reddy Ramakantha Reddy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5112289625","display_name":"R. Lokesh Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramasamy Lokesh Kumar","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101371988"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.2109,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97134798,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"81","issue":"3","first_page":"4081","last_page":"4107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14484","display_name":"Technology and Data Analysis","score":0.9340999722480774,"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/T14484","display_name":"Technology and Data Analysis","score":0.9340999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6158568263053894},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6099083423614502},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5765678286552429},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4848107397556305},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.48030632734298706},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4449992775917053},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3511591851711273},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06780758500099182}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6158568263053894},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6099083423614502},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5765678286552429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4848107397556305},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.48030632734298706},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4449992775917053},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3511591851711273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06780758500099182},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2024.057071","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.057071","pdf_url":"https://cdn.techscience.press/files/cmc/2024/TSP_CMC-81-3/TSP_CMC_57071/TSP_CMC_57071.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2024.057071","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.057071","pdf_url":"https://cdn.techscience.press/files/cmc/2024/TSP_CMC-81-3/TSP_CMC_57071/TSP_CMC_57071.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404506734.pdf","grobid_xml":"https://content.openalex.org/works/W4404506734.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W2895692483","https://openalex.org/W2904628477","https://openalex.org/W2912083585","https://openalex.org/W2916227226","https://openalex.org/W2957167823","https://openalex.org/W2989857117","https://openalex.org/W2997561372","https://openalex.org/W3000682630","https://openalex.org/W3003618396","https://openalex.org/W3003892205","https://openalex.org/W3006129156","https://openalex.org/W3010500276","https://openalex.org/W3016385297","https://openalex.org/W3018808210","https://openalex.org/W3025529660","https://openalex.org/W3036512266","https://openalex.org/W3039503982","https://openalex.org/W3039600812","https://openalex.org/W3080784271","https://openalex.org/W3086720188","https://openalex.org/W3101155479","https://openalex.org/W3108264780","https://openalex.org/W3118913631","https://openalex.org/W3126296237","https://openalex.org/W3135874152","https://openalex.org/W3145582081","https://openalex.org/W3149443721","https://openalex.org/W3174498707","https://openalex.org/W3186805768","https://openalex.org/W3188449989","https://openalex.org/W3206749614","https://openalex.org/W4214568082","https://openalex.org/W4292858715","https://openalex.org/W4323338627","https://openalex.org/W4378087456","https://openalex.org/W4386306938","https://openalex.org/W4390708220","https://openalex.org/W4390969464","https://openalex.org/W4396903457","https://openalex.org/W4400473300","https://openalex.org/W4401572320","https://openalex.org/W6735804486","https://openalex.org/W6736111769","https://openalex.org/W6747855564","https://openalex.org/W6752614741","https://openalex.org/W6762939498","https://openalex.org/W6766645055","https://openalex.org/W6769084283","https://openalex.org/W6785231306","https://openalex.org/W6786262692","https://openalex.org/W6799229133","https://openalex.org/W6801468585","https://openalex.org/W6801685001","https://openalex.org/W6809363526","https://openalex.org/W6811401976","https://openalex.org/W6838889640","https://openalex.org/W6850710741","https://openalex.org/W6851885776","https://openalex.org/W6858475962","https://openalex.org/W6860395017"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W4288390103","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W3125580266","https://openalex.org/W3092950680"],"abstract_inverted_index":{"Traditional":[0],"e-commerce":[1],"recommendation":[2],"systems":[3],"often":[4],"struggle":[5],"with":[6],"dynamic":[7],"user":[8,19],"preferences":[9],"and":[10,34],"a":[11,27],"vast":[12],"array":[13],"of":[14],"products,":[15],"leading":[16],"to":[17],"suboptimal":[18],"experiences.":[20],"To":[21],"address":[22],"this,":[23],"our":[24],"study":[25],"presents":[26],"Personalized":[28],"Adaptive":[29],"Mult...":[30],"|":[31],"Find,":[32],"read":[33],"cite":[35],"all":[36],"the":[37],"research":[38],"you":[39],"need":[40],"on":[41],"Tech":[42],"Science":[43],"Press":[44]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}