{"id":"https://openalex.org/W2990010426","doi":"https://doi.org/10.23919/softcom.2019.8903601","title":"Automatic Categorization of Educational Videos According to Learning Styles","display_name":"Automatic Categorization of Educational Videos According to Learning Styles","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2990010426","doi":"https://doi.org/10.23919/softcom.2019.8903601","mag":"2990010426"},"language":"en","primary_location":{"id":"doi:10.23919/softcom.2019.8903601","is_oa":false,"landing_page_url":"https://doi.org/10.23919/softcom.2019.8903601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","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/A5043926527","display_name":"Marius Andrei Ciurez","orcid":"https://orcid.org/0000-0002-9900-7979"},"institutions":[{"id":"https://openalex.org/I97553796","display_name":"University of Craiova","ror":"https://ror.org/03s251g81","country_code":"RO","type":"education","lineage":["https://openalex.org/I97553796"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Marius Andrei Ciurez","raw_affiliation_strings":["University of Craiova,Faculty of Automatics, Computers and Electronics,Craiova,Romania","Faculty of Automatics, Computers and Electronics, University of Craiova, Craiova, Romania"],"affiliations":[{"raw_affiliation_string":"University of Craiova,Faculty of Automatics, Computers and Electronics,Craiova,Romania","institution_ids":["https://openalex.org/I97553796"]},{"raw_affiliation_string":"Faculty of Automatics, Computers and Electronics, University of Craiova, Craiova, Romania","institution_ids":["https://openalex.org/I97553796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037824821","display_name":"Marian Cristian Mih\u0103escu","orcid":"https://orcid.org/0000-0003-0350-0441"},"institutions":[{"id":"https://openalex.org/I97553796","display_name":"University of Craiova","ror":"https://ror.org/03s251g81","country_code":"RO","type":"education","lineage":["https://openalex.org/I97553796"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marian Cristian Mihaescu","raw_affiliation_strings":["University of Craiova,Faculty of Automatics, Computers and Electronics,Craiova,Romania","Faculty of Automatics, Computers and Electronics, University of Craiova, Craiova, Romania"],"affiliations":[{"raw_affiliation_string":"University of Craiova,Faculty of Automatics, Computers and Electronics,Craiova,Romania","institution_ids":["https://openalex.org/I97553796"]},{"raw_affiliation_string":"Faculty of Automatics, Computers and Electronics, University of Craiova, Craiova, Romania","institution_ids":["https://openalex.org/I97553796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035986428","display_name":"Maite Gimanez","orcid":null},"institutions":[{"id":"https://openalex.org/I2799978770","display_name":"X-Fab (Germany)","ror":"https://ror.org/030bh9196","country_code":"DE","type":"company","lineage":["https://openalex.org/I2799978770"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["DE","ES"],"is_corresponding":false,"raw_author_name":"Maite Gim\u00e9nez","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,D. Sistemas Inform&#x00E1;ticos y Computaci&#x00F3;n,Valencia,Spain","D. Sistemas Inform\u00e1ticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,D. Sistemas Inform&#x00E1;ticos y Computaci&#x00F3;n,Valencia,Spain","institution_ids":["https://openalex.org/I2799978770"]},{"raw_affiliation_string":"D. Sistemas Inform\u00e1ticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085456188","display_name":"Stella Heras","orcid":"https://orcid.org/0000-0001-6212-9377"},"institutions":[{"id":"https://openalex.org/I2799978770","display_name":"X-Fab (Germany)","ror":"https://ror.org/030bh9196","country_code":"DE","type":"company","lineage":["https://openalex.org/I2799978770"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["DE","ES"],"is_corresponding":false,"raw_author_name":"Stella Heras","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,D. Sistemas Inform&#x00E1;ticos y Computaci&#x00F3;n,Valencia,Spain","D. Sistemas Inform\u00e1ticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,D. Sistemas Inform&#x00E1;ticos y Computaci&#x00F3;n,Valencia,Spain","institution_ids":["https://openalex.org/I2799978770"]},{"raw_affiliation_string":"D. Sistemas Inform\u00e1ticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056346622","display_name":"Javier Palanca","orcid":"https://orcid.org/0000-0002-6209-9603"},"institutions":[{"id":"https://openalex.org/I2799978770","display_name":"X-Fab (Germany)","ror":"https://ror.org/030bh9196","country_code":"DE","type":"company","lineage":["https://openalex.org/I2799978770"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["DE","ES"],"is_corresponding":false,"raw_author_name":"Javier Palanca","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,D. Sistemas Inform&#x00E1;ticos y Computaci&#x00F3;n,Valencia,Spain","D. Sistemas Inform\u00e1ticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,D. Sistemas Inform&#x00E1;ticos y Computaci&#x00F3;n,Valencia,Spain","institution_ids":["https://openalex.org/I2799978770"]},{"raw_affiliation_string":"D. Sistemas Inform\u00e1ticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058695905","display_name":"Vicente Juli\u00e1n","orcid":"https://orcid.org/0000-0002-2743-6037"},"institutions":[{"id":"https://openalex.org/I2799978770","display_name":"X-Fab (Germany)","ror":"https://ror.org/030bh9196","country_code":"DE","type":"company","lineage":["https://openalex.org/I2799978770"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["DE","ES"],"is_corresponding":false,"raw_author_name":"Vicente Julian","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,D. Sistemas Inform&#x00E1;ticos y Computaci&#x00F3;n,Valencia,Spain","D. Sistemas Inform\u00e1ticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,D. Sistemas Inform&#x00E1;ticos y Computaci&#x00F3;n,Valencia,Spain","institution_ids":["https://openalex.org/I2799978770"]},{"raw_affiliation_string":"D. Sistemas Inform\u00e1ticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5043926527"],"corresponding_institution_ids":["https://openalex.org/I97553796"],"apc_list":null,"apc_paid":null,"fwci":0.6376,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74155481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12171","display_name":"Open Education and E-Learning","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/categorization","display_name":"Categorization","score":0.8898683190345764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.737816333770752},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6773431301116943},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.6722766160964966},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6157239079475403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5940449237823486},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44312170147895813},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32454410195350647},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.14985588192939758},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10616561770439148}],"concepts":[{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8898683190345764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.737816333770752},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6773431301116943},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.6722766160964966},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6157239079475403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5940449237823486},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44312170147895813},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32454410195350647},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.14985588192939758},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10616561770439148},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/softcom.2019.8903601","is_oa":false,"landing_page_url":"https://doi.org/10.23919/softcom.2019.8903601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W38462120","https://openalex.org/W94203212","https://openalex.org/W204967857","https://openalex.org/W1880262756","https://openalex.org/W1998267223","https://openalex.org/W2001642682","https://openalex.org/W2013910987","https://openalex.org/W2026205307","https://openalex.org/W2029542629","https://openalex.org/W2051210459","https://openalex.org/W2107743791","https://openalex.org/W2108070821","https://openalex.org/W2121490093","https://openalex.org/W2140452279","https://openalex.org/W2789440911","https://openalex.org/W2791011335","https://openalex.org/W3170775390","https://openalex.org/W6603850898","https://openalex.org/W6639619044","https://openalex.org/W6663527527","https://openalex.org/W6675991869"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":{"A":[0],"learning":[1,58,83,92],"style":[2],"consists":[3],"of":[4,7,47,72,87,108],"a":[5,12,31,63,70,85,106],"series":[6],"personal":[8],"characteristics":[9],"with":[10,94],"which":[11,27,95],"person":[13,32],"is":[14,74,78,102],"born":[15],"and":[16,29],"develops":[17],"as":[18],"they":[19],"grow.":[20],"It":[21],"determines,":[22],"among":[23],"other":[24],"things,":[25],"through":[26],"activities":[28],"senses":[30],"tends":[33],"to":[34,55,65,79],"absorb":[35],"information":[36],"more":[37],"efficiently.":[38],"Learning":[39,50],"styles":[40,93],"can":[41],"be":[42],"used":[43],"in":[44],"the":[45,56,90,111],"process":[46],"recommending":[48],"those":[49],"Objects":[51],"(LO)":[52],"most":[53],"appropriate":[54],"student's":[57],"style.":[59],"In":[60],"this":[61],"paper,":[62],"method":[64],"automatically":[66],"tag":[67],"videos":[68,109],"from":[69,110],"repository":[71,107],"LOs":[73,88],"proposed.":[75],"The":[76,99],"idea":[77],"classify,":[80],"applying":[81],"machine":[82],"techniques,":[84],"dataset":[86],"for":[89],"different":[91],"students":[96],"are":[97],"identified.":[98],"proposed":[100],"approach":[101],"being":[103],"evaluated":[104],"using":[105],"Universitat":[112],"Polit\u00e8cnica":[113],"de":[114],"Val\u00e8ncia.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
