{"id":"https://openalex.org/W3174953628","doi":"https://doi.org/10.1007/978-3-030-80568-5_39","title":"Recommender Systems Algorithm Selection Using Machine Learning","display_name":"Recommender Systems Algorithm Selection Using Machine Learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3174953628","doi":"https://doi.org/10.1007/978-3-030-80568-5_39","mag":"3174953628"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-80568-5_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-80568-5_39","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"},"type":"book-chapter","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/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, Brighton, BN2 4GJ, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, Brighton, BN2 4GJ, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"middle","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":false,"raw_author_name":"Stelios Kapetanakis","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, Brighton, BN2 4GJ, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, Brighton, BN2 4GJ, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041338608","display_name":"Elias Pimenidis","orcid":"https://orcid.org/0000-0003-3593-8640"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Elias Pimenidis","raw_affiliation_strings":["Department of Computer Science and Creative Technologies, University of the West of England, Bristol, BS16 1QY, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Creative Technologies, University of the West of England, Bristol, BS16 1QY, UK","institution_ids":["https://openalex.org/I178535277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041338608"],"corresponding_institution_ids":["https://openalex.org/I178535277"],"apc_list":null,"apc_paid":null,"fwci":1.6361,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8350547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"477","last_page":"487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9965999722480774,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8580702543258667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8254575729370117},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.781262993812561},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6620583534240723},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.6578841209411621},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6073994040489197},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5899777412414551},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5314793586730957},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4788239300251007},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4169468879699707}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8580702543258667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8254575729370117},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.781262993812561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6620583534240723},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.6578841209411621},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6073994040489197},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5899777412414551},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5314793586730957},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4788239300251007},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4169468879699707}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-80568-5_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-80568-5_39","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:publications/fa3cdfec-1b85-4d09-ab59-f9724b3b7922","is_oa":false,"landing_page_url":"https://research.brighton.ac.uk/en/publications/fa3cdfec-1b85-4d09-ab59-f9724b3b7922","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1542664738","https://openalex.org/W1551121583","https://openalex.org/W1965757506","https://openalex.org/W1988320052","https://openalex.org/W1995730849","https://openalex.org/W1996336859","https://openalex.org/W1999047234","https://openalex.org/W2003274231","https://openalex.org/W2025605741","https://openalex.org/W2030808931","https://openalex.org/W2033317745","https://openalex.org/W2066330346","https://openalex.org/W2085937320","https://openalex.org/W2266058821","https://openalex.org/W2552883359","https://openalex.org/W2741124718","https://openalex.org/W2932735187","https://openalex.org/W2972970099","https://openalex.org/W2975456086","https://openalex.org/W3014972541"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W4220714703","https://openalex.org/W2170391450","https://openalex.org/W2735929803","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W2202724490","https://openalex.org/W2119611366","https://openalex.org/W2103058005"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
