{"id":"https://openalex.org/W4407058682","doi":"https://doi.org/10.1007/s11042-025-20655-y","title":"DCARES: deep convolutional neural network with neural-based optimization for image-based product recommender system","display_name":"DCARES: deep convolutional neural network with neural-based optimization for image-based product recommender system","publication_year":2025,"publication_date":"2025-02-01","ids":{"openalex":"https://openalex.org/W4407058682","doi":"https://doi.org/10.1007/s11042-025-20655-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-025-20655-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-025-20655-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools 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/A5027252121","display_name":"B\u00f9i Thanh H\u00f9ng","orcid":"https://orcid.org/0000-0002-9400-7582"},"institutions":[{"id":"https://openalex.org/I202539009","display_name":"Industrial University of Ho Chi Minh City","ror":"https://ror.org/03mj71j26","country_code":"VN","type":"education","lineage":["https://openalex.org/I202539009"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Bui Thanh Hung","raw_affiliation_strings":["Data Science Laboratory, Faculty of Information Technology, Industrial University of Ho Chi Minh city, Ho Chi Minh city, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-9400-7582","affiliations":[{"raw_affiliation_string":"Data Science Laboratory, Faculty of Information Technology, Industrial University of Ho Chi Minh city, Ho Chi Minh city, Vietnam","institution_ids":["https://openalex.org/I202539009","https://openalex.org/I23582244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110144367","display_name":"Nguyen Cao Thien Nhan","orcid":null},"institutions":[{"id":"https://openalex.org/I202539009","display_name":"Industrial University of Ho Chi Minh City","ror":"https://ror.org/03mj71j26","country_code":"VN","type":"education","lineage":["https://openalex.org/I202539009"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Van Phuc Nhan","raw_affiliation_strings":["Data Science Laboratory, Faculty of Information Technology, Industrial University of Ho Chi Minh city, Ho Chi Minh city, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science Laboratory, Faculty of Information Technology, Industrial University of Ho Chi Minh city, Ho Chi Minh city, Vietnam","institution_ids":["https://openalex.org/I202539009","https://openalex.org/I23582244"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5099879411","display_name":"Nguy\u1ec5n Tr\u1ea7n S\u1ef9","orcid":null},"institutions":[{"id":"https://openalex.org/I202539009","display_name":"Industrial University of Ho Chi Minh City","ror":"https://ror.org/03mj71j26","country_code":"VN","type":"education","lineage":["https://openalex.org/I202539009"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Tien Sy","raw_affiliation_strings":["Data Science Laboratory, Faculty of Information Technology, Industrial University of Ho Chi Minh city, Ho Chi Minh city, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science Laboratory, Faculty of Information Technology, Industrial University of Ho Chi Minh city, Ho Chi Minh city, Vietnam","institution_ids":["https://openalex.org/I202539009","https://openalex.org/I23582244"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027252121"],"corresponding_institution_ids":["https://openalex.org/I202539009","https://openalex.org/I23582244"],"apc_list":null,"apc_paid":null,"fwci":3.6824,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.9225774,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"84","issue":"30","first_page":"36693","last_page":"36723"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9955999851226807,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9955999851226807,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9955999851226807,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9954000115394592,"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/computer-science","display_name":"Computer science","score":0.939724326133728},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7656239867210388},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7284984588623047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5678872466087341},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5627998113632202},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5288480520248413},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5087018609046936},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3438590168952942}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.939724326133728},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7656239867210388},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7284984588623047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5678872466087341},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5627998113632202},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5288480520248413},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5087018609046936},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3438590168952942},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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":1,"locations":[{"id":"doi:10.1007/s11042-025-20655-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-025-20655-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1928278792","https://openalex.org/W2027731328","https://openalex.org/W2194775991","https://openalex.org/W2788728386","https://openalex.org/W2804911075","https://openalex.org/W2900229157","https://openalex.org/W2940568155","https://openalex.org/W2963446712","https://openalex.org/W2963900085","https://openalex.org/W2967005398","https://openalex.org/W2981637223","https://openalex.org/W2996367417","https://openalex.org/W2998042105","https://openalex.org/W3097300053","https://openalex.org/W3100956988","https://openalex.org/W3123348991","https://openalex.org/W3124675547","https://openalex.org/W3200264958","https://openalex.org/W4205132462","https://openalex.org/W4205964473","https://openalex.org/W4206759444","https://openalex.org/W4211075818","https://openalex.org/W4225565607","https://openalex.org/W4283591063","https://openalex.org/W4290827187","https://openalex.org/W4297971002","https://openalex.org/W4308444826","https://openalex.org/W4320925911","https://openalex.org/W4367047389","https://openalex.org/W4367461936","https://openalex.org/W4378908829","https://openalex.org/W4383501597","https://openalex.org/W4391107447","https://openalex.org/W4404827265","https://openalex.org/W6600120041"],"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":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}