{"id":"https://openalex.org/W4408861116","doi":"https://doi.org/10.1109/icce63647.2025.10930168","title":"Optimizing User Experience: A Feedback-Based Performance Evaluation Methodology for Recommendation Systems","display_name":"Optimizing User Experience: A Feedback-Based Performance Evaluation Methodology for Recommendation Systems","publication_year":2025,"publication_date":"2025-01-11","ids":{"openalex":"https://openalex.org/W4408861116","doi":"https://doi.org/10.1109/icce63647.2025.10930168"},"language":"en","primary_location":{"id":"doi:10.1109/icce63647.2025.10930168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce63647.2025.10930168","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-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/A5111330117","display_name":"Sergillam Barroso Oliveira","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092585","display_name":"TPV Technology (China)","ror":"https://ror.org/00f0mbf46","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210092585"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sergillam Barroso Oliveira","raw_affiliation_strings":["TPV Technology,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"TPV Technology,Manaus,Brazil","institution_ids":["https://openalex.org/I4210092585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102804571","display_name":"Tiago Souza","orcid":"https://orcid.org/0000-0002-4150-3048"},"institutions":[{"id":"https://openalex.org/I4210092585","display_name":"TPV Technology (China)","ror":"https://ror.org/00f0mbf46","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210092585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiago Souza","raw_affiliation_strings":["TPV Technology,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"TPV Technology,Manaus,Brazil","institution_ids":["https://openalex.org/I4210092585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032470948","display_name":"Petrina Kimura","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092585","display_name":"TPV Technology (China)","ror":"https://ror.org/00f0mbf46","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210092585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Petrina Kimura","raw_affiliation_strings":["TPV Technology,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"TPV Technology,Manaus,Brazil","institution_ids":["https://openalex.org/I4210092585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111137350","display_name":"Hayd\u00ea Machado","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092585","display_name":"TPV Technology (China)","ror":"https://ror.org/00f0mbf46","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210092585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hayd\u00ea Machado","raw_affiliation_strings":["TPV Technology,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"TPV Technology,Manaus,Brazil","institution_ids":["https://openalex.org/I4210092585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107928764","display_name":"Orlewilson B. Maia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092585","display_name":"TPV Technology (China)","ror":"https://ror.org/00f0mbf46","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210092585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Orlewilson Maia","raw_affiliation_strings":["TPV Technology,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"TPV Technology,Manaus,Brazil","institution_ids":["https://openalex.org/I4210092585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058282696","display_name":"Eddie B. de Lima Filho","orcid":"https://orcid.org/0000-0002-2758-4638"},"institutions":[{"id":"https://openalex.org/I4210092585","display_name":"TPV Technology (China)","ror":"https://ror.org/00f0mbf46","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210092585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Eddie B. De Lima Filho","raw_affiliation_strings":["TPV Technology,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"TPV Technology,Manaus,Brazil","institution_ids":["https://openalex.org/I4210092585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111542436","display_name":"Edson Nascimento","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edson Weslley Almeida Do Nascimento","raw_affiliation_strings":["Núcleo de PD&I em Tec. da Informação, Com. e Automação - Virtus/UFCG,Campina Grande,Brazil"],"affiliations":[{"raw_affiliation_string":"Núcleo de PD&I em Tec. da Informação, Com. e Automação - Virtus/UFCG,Campina Grande,Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057689302","display_name":"Lucas C. Cordeiro","orcid":"https://orcid.org/0000-0002-6235-4272"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas C. Cordeiro","raw_affiliation_strings":["Federal University of Amazonas,Manaus,Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Amazonas,Manaus,Brazil","institution_ids":["https://openalex.org/I62885914"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5111330117"],"corresponding_institution_ids":["https://openalex.org/I4210092585"],"apc_list":null,"apc_paid":null,"fwci":1.319,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78512669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.6628999710083008,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.6628999710083008,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.6276000142097473,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7788617610931396},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5866130590438843},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.419981986284256},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.4140644967556},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.19697898626327515}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7788617610931396},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5866130590438843},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.419981986284256},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.4140644967556},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.19697898626327515}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce63647.2025.10930168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce63647.2025.10930168","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2065236815","https://openalex.org/W2078488685","https://openalex.org/W2223495811","https://openalex.org/W2327678559","https://openalex.org/W3013529779","https://openalex.org/W4300963064","https://openalex.org/W4392248443","https://openalex.org/W4392248505","https://openalex.org/W4392552209","https://openalex.org/W4400198346","https://openalex.org/W4402593359","https://openalex.org/W4402594766","https://openalex.org/W6603214458","https://openalex.org/W6712425939"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4224032630","https://openalex.org/W4293198839","https://openalex.org/W4407986263","https://openalex.org/W4367295411","https://openalex.org/W2971404056","https://openalex.org/W3185607124","https://openalex.org/W2012552426","https://openalex.org/W2045235295"],"abstract_inverted_index":{"This":[0],"study":[1],"presents":[2],"a":[3,75,87],"comprehensive":[4],"methodology":[5,22,66],"for":[6,72],"evaluating":[7],"recommendation":[8,76],"systems,":[9],"aimed":[10],"at":[11],"empirically":[12],"validating":[13],"their":[14],"performance":[15],"in":[16,69,74,93],"real-world":[17,94],"usage":[18],"scenarios.":[19],"The":[20,39,65,96],"proposed":[21],"involves":[23],"systematically":[24],"gathering":[25],"user":[26,37],"feedback":[27,97],"to":[28,79],"evaluate":[29],"the":[30,48,63,80],"relevance":[31],"of":[32,62,82,90],"recommendations":[33],"and":[34,45,55,59],"measure":[35],"overall":[36],"satisfaction.":[38],"evaluation":[40],"process":[41],"includes":[42],"defining":[43],"objectives":[44],"criteria,":[46],"configuring":[47],"execution":[49],"environment":[50],"appropriately,":[51],"conducting":[52],"practical":[53],"tests,":[54],"performing":[56],"both":[57],"quantitative":[58],"comparative":[60],"analyses":[61],"results.":[64],"proved":[67],"effective":[68],"identifying":[70],"areas":[71],"improvement":[73],"system":[77,106],"applied":[78],"context":[81],"digital":[83],"TV":[84],"(DTV),":[85],"providing":[86],"detailed":[88],"understanding":[89],"its":[91],"behavior":[92],"conditions.":[95],"gathered":[98],"offered":[99],"valuable":[100],"insights":[101],"that":[102],"will":[103],"guide":[104],"future":[105],"optimizations.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}