{"id":"https://openalex.org/W2981553867","doi":"https://doi.org/10.1007/s00521-019-04534-w","title":"A novel recommendation method based on general matrix factorization and artificial neural networks","display_name":"A novel recommendation method based on general matrix factorization and artificial neural networks","publication_year":2019,"publication_date":"2019-10-26","ids":{"openalex":"https://openalex.org/W2981553867","doi":"https://doi.org/10.1007/s00521-019-04534-w","mag":"2981553867"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-019-04534-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04534-w","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":true,"oa_status":"green","oa_url":"https://research.brighton.ac.uk/en/publications/29fbdd21-8659-4ade-b735-9b6eb928cf64","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048457154","display_name":"Stelios Kapetanakis","orcid":null},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Stelios Kapetanakis","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, Moulsecoomb Campus, Lewes Road, Brighton, BN2 4GJ, UK"],"raw_orcid":"https://orcid.org/0000-0003-1749-7327","affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, Moulsecoomb Campus, Lewes Road, Brighton, BN2 4GJ, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057646974","display_name":"Nikolaos Polatidis","orcid":"https://orcid.org/0000-0003-4249-4953"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nikolaos Polatidis","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, Moulsecoomb Campus, Lewes Road, Brighton, BN2 4GJ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, Moulsecoomb Campus, Lewes Road, Brighton, BN2 4GJ, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023143842","display_name":"Gharbi Alshammari","orcid":"https://orcid.org/0000-0001-8851-6180"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gharbi Alshammari","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, Moulsecoomb Campus, Lewes Road, Brighton, BN2 4GJ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, Moulsecoomb Campus, Lewes Road, Brighton, BN2 4GJ, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046708984","display_name":"Miltos Petridis","orcid":"https://orcid.org/0000-0003-1275-1023"},"institutions":[{"id":"https://openalex.org/I60488453","display_name":"Middlesex University","ror":"https://ror.org/01rv4p989","country_code":"GB","type":"education","lineage":["https://openalex.org/I60488453"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Miltos Petridis","raw_affiliation_strings":["Department of Computer Science, Middlesex University, London, NW4 4BT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Middlesex University, London, NW4 4BT, UK","institution_ids":["https://openalex.org/I60488453"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048457154"],"corresponding_institution_ids":["https://openalex.org/I71637028"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.4665,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91603098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"32","issue":"16","first_page":"12327","last_page":"12334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12384","display_name":"Customer churn and segmentation","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.9030780792236328},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8496549129486084},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6957352757453918},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5158540606498718},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5052507519721985},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.4624019265174866},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46178632974624634},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.44621968269348145},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.44616737961769104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4444531500339508},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4403395354747772},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4231986999511719},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07962718605995178}],"concepts":[{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.9030780792236328},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8496549129486084},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6957352757453918},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5158540606498718},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5052507519721985},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.4624019265174866},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46178632974624634},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.44621968269348145},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.44616737961769104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4444531500339508},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4403395354747772},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4231986999511719},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07962718605995178},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-019-04534-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04534-w","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"},{"id":"pmh:oai:pure.atira.dk:openaire/29fbdd21-8659-4ade-b735-9b6eb928cf64","is_oa":true,"landing_page_url":"https://research.brighton.ac.uk/en/publications/29fbdd21-8659-4ade-b735-9b6eb928cf64","pdf_url":null,"source":{"id":"https://openalex.org/S4306401758","display_name":"University of Brighton Repository (University of Brighton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71637028","host_organization_name":"University of Brighton","host_organization_lineage":["https://openalex.org/I71637028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kapetanakis, S, Polatidis, N, Alshammari, G & Petridis, M 2019, 'A novel recommendation method based on general matrix factorization and artificial neural networks', Neural Computing and Applications, vol. 32, pp. 12327\u201312334. https://doi.org/10.1007/s00521-019-04534-w","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/29fbdd21-8659-4ade-b735-9b6eb928cf64","is_oa":true,"landing_page_url":"https://research.brighton.ac.uk/en/publications/29fbdd21-8659-4ade-b735-9b6eb928cf64","pdf_url":null,"source":{"id":"https://openalex.org/S4306401758","display_name":"University of Brighton Repository (University of Brighton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71637028","host_organization_name":"University of Brighton","host_organization_lineage":["https://openalex.org/I71637028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kapetanakis, S, Polatidis, N, Alshammari, G & Petridis, M 2019, 'A novel recommendation method based on general matrix factorization and artificial neural networks', Neural Computing and Applications, vol. 32, pp. 12327\u201312334. https://doi.org/10.1007/s00521-019-04534-w","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W281665770","https://openalex.org/W1966553486","https://openalex.org/W1971040550","https://openalex.org/W2008886893","https://openalex.org/W2025605741","https://openalex.org/W2026799058","https://openalex.org/W2029119963","https://openalex.org/W2042281163","https://openalex.org/W2085937320","https://openalex.org/W2091067437","https://openalex.org/W2103093728","https://openalex.org/W2112856797","https://openalex.org/W2155106456","https://openalex.org/W2161937612","https://openalex.org/W2171928131","https://openalex.org/W2219888463","https://openalex.org/W2266058821","https://openalex.org/W2267447069","https://openalex.org/W2496838373","https://openalex.org/W2606751581","https://openalex.org/W2668843490","https://openalex.org/W2736277986","https://openalex.org/W2749089722","https://openalex.org/W2770088409","https://openalex.org/W2883840445","https://openalex.org/W4232980324"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W135044020","https://openalex.org/W4376854386"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}