{"id":"https://openalex.org/W4414016675","doi":"https://doi.org/10.1007/s12559-025-10496-0","title":"An Optimized Feature Selection Approach for Multi-View Ensemble Learning in Sentiment Analysis of User Reviews","display_name":"An Optimized Feature Selection Approach for Multi-View Ensemble Learning in Sentiment Analysis of User Reviews","publication_year":2025,"publication_date":"2025-09-05","ids":{"openalex":"https://openalex.org/W4414016675","doi":"https://doi.org/10.1007/s12559-025-10496-0"},"language":"en","primary_location":{"id":"doi:10.1007/s12559-025-10496-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12559-025-10496-0","pdf_url":null,"source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":"Cognitive Computation","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/A5050989522","display_name":"M. Fatih Demirci","orcid":"https://orcid.org/0000-0001-7002-7506"},"institutions":[{"id":"https://openalex.org/I103703290","display_name":"Sakarya University","ror":"https://ror.org/04ttnw109","country_code":"TR","type":"education","lineage":["https://openalex.org/I103703290"]},{"id":"https://openalex.org/I4387154643","display_name":"Sakarya Uygulamal\u0131 Bilimler \u00dcniversitesi","ror":"https://ror.org/01shwhq58","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154643"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fatih Demirci","raw_affiliation_strings":["Computer Engineering Department, Faculty of Technology, Sakarya University of Applied Sciences, Sakarya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Faculty of Technology, Sakarya University of Applied Sciences, Sakarya, Turkey","institution_ids":["https://openalex.org/I103703290","https://openalex.org/I4387154643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044588597","display_name":"Zeynep Garip","orcid":"https://orcid.org/0000-0002-0420-8541"},"institutions":[{"id":"https://openalex.org/I103703290","display_name":"Sakarya University","ror":"https://ror.org/04ttnw109","country_code":"TR","type":"education","lineage":["https://openalex.org/I103703290"]},{"id":"https://openalex.org/I4387154643","display_name":"Sakarya Uygulamal\u0131 Bilimler \u00dcniversitesi","ror":"https://ror.org/01shwhq58","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154643"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Zeynep Garip","raw_affiliation_strings":["Computer Engineering Department, Faculty of Technology, Sakarya University of Applied Sciences, Sakarya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Faculty of Technology, Sakarya University of Applied Sciences, Sakarya, Turkey","institution_ids":["https://openalex.org/I103703290","https://openalex.org/I4387154643"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017388165","display_name":"Ekin Ek\u0131nc\u0131","orcid":"https://orcid.org/0000-0003-0658-592X"},"institutions":[{"id":"https://openalex.org/I103703290","display_name":"Sakarya University","ror":"https://ror.org/04ttnw109","country_code":"TR","type":"education","lineage":["https://openalex.org/I103703290"]},{"id":"https://openalex.org/I4387154643","display_name":"Sakarya Uygulamal\u0131 Bilimler \u00dcniversitesi","ror":"https://ror.org/01shwhq58","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154643"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ekin Ekinci","raw_affiliation_strings":["Computer Engineering Department, Faculty of Technology, Sakarya University of Applied Sciences, Sakarya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Faculty of Technology, Sakarya University of Applied Sciences, Sakarya, Turkey","institution_ids":["https://openalex.org/I103703290","https://openalex.org/I4387154643"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044588597"],"corresponding_institution_ids":["https://openalex.org/I103703290","https://openalex.org/I4387154643"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10954021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9984999895095825,"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/T10028","display_name":"Topic Modeling","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8260473608970642},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7180463671684265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.687130331993103},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6729965209960938},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.639570951461792},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6187259554862976},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5490860342979431},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5203446745872498}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8260473608970642},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7180463671684265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.687130331993103},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6729965209960938},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.639570951461792},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6187259554862976},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5490860342979431},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5203446745872498},{"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:10.1007/s12559-025-10496-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12559-025-10496-0","pdf_url":null,"source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":"Cognitive Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W2061873838","https://openalex.org/W2250539671","https://openalex.org/W2979826702","https://openalex.org/W2996372523","https://openalex.org/W2997064598","https://openalex.org/W3174487281","https://openalex.org/W3175234726","https://openalex.org/W3187669469","https://openalex.org/W3206456591","https://openalex.org/W3209545352","https://openalex.org/W4285094943","https://openalex.org/W4292248859","https://openalex.org/W4306181613","https://openalex.org/W4308931516","https://openalex.org/W4309340107","https://openalex.org/W4323039248","https://openalex.org/W4366091323","https://openalex.org/W4366217673","https://openalex.org/W4367183843","https://openalex.org/W4378211768","https://openalex.org/W4379034134","https://openalex.org/W4382488257","https://openalex.org/W4386232341","https://openalex.org/W4386277238","https://openalex.org/W4387671940","https://openalex.org/W4388640584","https://openalex.org/W4390141881","https://openalex.org/W4390884767","https://openalex.org/W4391383147","https://openalex.org/W4391692191","https://openalex.org/W4392095562","https://openalex.org/W4395449067","https://openalex.org/W4398197037","https://openalex.org/W4401322062","https://openalex.org/W4403095871","https://openalex.org/W4403286800","https://openalex.org/W4409374558"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W2765903680","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}