{"id":"https://openalex.org/W4390503339","doi":"https://doi.org/10.1007/s11276-023-03593-1","title":"Accuracy-enhanced E-commerce recommendation based on deep learning and locality-sensitive hashing","display_name":"Accuracy-enhanced E-commerce recommendation based on deep learning and locality-sensitive hashing","publication_year":2024,"publication_date":"2024-01-02","ids":{"openalex":"https://openalex.org/W4390503339","doi":"https://doi.org/10.1007/s11276-023-03593-1"},"language":"en","primary_location":{"id":"doi:10.1007/s11276-023-03593-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-023-03593-1","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"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":"Wireless Networks","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/A5014850098","display_name":"Dejuan Li","orcid":"https://orcid.org/0000-0002-9303-4597"},"institutions":[{"id":"https://openalex.org/I197219897","display_name":"Angeles University Foundation","ror":"https://ror.org/04mdk1103","country_code":"PH","type":"education","lineage":["https://openalex.org/I197219897"]},{"id":"https://openalex.org/I4210136047","display_name":"Weifang University of Science and Technology","ror":"https://ror.org/04ha2bb10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136047"]}],"countries":["CN","PH"],"is_corresponding":false,"raw_author_name":"Dejuan Li","raw_affiliation_strings":["Graduate School, Angeles University Foundation, 2009, Angeles City, Philippines","Shandong Provincial University Laboratory for Protected Horticulture, Weifang University of Science and Technology, Weifang, 262700, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School, Angeles University Foundation, 2009, Angeles City, Philippines","institution_ids":["https://openalex.org/I197219897"]},{"raw_affiliation_string":"Shandong Provincial University Laboratory for Protected Horticulture, Weifang University of Science and Technology, Weifang, 262700, China","institution_ids":["https://openalex.org/I4210136047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110592054","display_name":"James A. Esquivel","orcid":null},"institutions":[{"id":"https://openalex.org/I197219897","display_name":"Angeles University Foundation","ror":"https://ror.org/04mdk1103","country_code":"PH","type":"education","lineage":["https://openalex.org/I197219897"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"James A. Esquivel","raw_affiliation_strings":["Graduate School, Angeles University Foundation, 2009, Angeles City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School, Angeles University Foundation, 2009, Angeles City, Philippines","institution_ids":["https://openalex.org/I197219897"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5110592054"],"corresponding_institution_ids":["https://openalex.org/I197219897"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":10.2944,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.98004895,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"30","issue":"9","first_page":"7305","last_page":"7320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9980000257492065,"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":0.9980000257492065,"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/T11478","display_name":"Caching and Content Delivery","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9883000254631042,"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":0.8887304067611694},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.8612326979637146},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7401825785636902},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6249171495437622},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.6136651039123535},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5734633207321167},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5270424485206604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5163389444351196},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5127040147781372},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49100497364997864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4704118072986603},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4594067633152008},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.4475407004356384},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.429570734500885},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42705202102661133},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.42221519351005554},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3533540964126587},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.17741721868515015},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14457151293754578},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1225859522819519}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8887304067611694},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.8612326979637146},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7401825785636902},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6249171495437622},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.6136651039123535},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5734633207321167},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5270424485206604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5163389444351196},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5127040147781372},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49100497364997864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4704118072986603},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4594067633152008},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.4475407004356384},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.429570734500885},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42705202102661133},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.42221519351005554},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3533540964126587},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.17741721868515015},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14457151293754578},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1225859522819519},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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:10.1007/s11276-023-03593-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-023-03593-1","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"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":"Wireless Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1720514416","https://openalex.org/W2046741421","https://openalex.org/W2073235443","https://openalex.org/W2767507742","https://openalex.org/W2786010338","https://openalex.org/W2788150524","https://openalex.org/W2791382412","https://openalex.org/W2801992635","https://openalex.org/W2810385045","https://openalex.org/W2900229157","https://openalex.org/W2937859871","https://openalex.org/W2946759045","https://openalex.org/W2963077887","https://openalex.org/W2963869731","https://openalex.org/W2966501701","https://openalex.org/W2981308189","https://openalex.org/W2986645868","https://openalex.org/W2989134067","https://openalex.org/W2999851651","https://openalex.org/W3004766324","https://openalex.org/W3009957213","https://openalex.org/W3022522270","https://openalex.org/W3024836211","https://openalex.org/W3026347803","https://openalex.org/W3086229226","https://openalex.org/W3089177865","https://openalex.org/W3094687928","https://openalex.org/W3095937012","https://openalex.org/W3100917752","https://openalex.org/W3111386522","https://openalex.org/W3112336736","https://openalex.org/W3123164549","https://openalex.org/W3133706083","https://openalex.org/W3155936517","https://openalex.org/W3157271831","https://openalex.org/W3158371160","https://openalex.org/W3176915718","https://openalex.org/W3179212946","https://openalex.org/W3191481748","https://openalex.org/W3197875103","https://openalex.org/W3207997586","https://openalex.org/W3212029107","https://openalex.org/W4206450891","https://openalex.org/W4220951298","https://openalex.org/W4223925960","https://openalex.org/W4224281599","https://openalex.org/W4225586447","https://openalex.org/W4281657584","https://openalex.org/W4285272834","https://openalex.org/W4307820865","https://openalex.org/W4319440737","https://openalex.org/W4323022392","https://openalex.org/W4366133594","https://openalex.org/W4381093790","https://openalex.org/W4386290931"],"related_works":["https://openalex.org/W2148008870","https://openalex.org/W2381195555","https://openalex.org/W4246757943","https://openalex.org/W2368606575","https://openalex.org/W3094967175","https://openalex.org/W2144265691","https://openalex.org/W2166822184","https://openalex.org/W3096071782","https://openalex.org/W2902799860","https://openalex.org/W4289129280"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}