{"id":"https://openalex.org/W2403827982","doi":"https://doi.org/10.3233/978-1-61499-161-8-347","title":"A Model for Personalized Selection of a Learning Scenario Depending on Learning Styles","display_name":"A Model for Personalized Selection of a Learning Scenario Depending on Learning Styles","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2403827982","doi":"https://doi.org/10.3233/978-1-61499-161-8-347","mag":"2403827982"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-161-8-347","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-161-8-347","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","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/A5048139516","display_name":"Inga \u017dilinskien\u0117","orcid":"https://orcid.org/0000-0001-7000-5198"},"institutions":[{"id":"https://openalex.org/I173212132","display_name":"Vilnius University","ror":"https://ror.org/03nadee84","country_code":"LT","type":"education","lineage":["https://openalex.org/I173212132"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Zilinskiene Inga","raw_affiliation_strings":["Vilnius Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vilnius Univ","institution_ids":["https://openalex.org/I173212132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045360064","display_name":"Saulius Preidys","orcid":null},"institutions":[{"id":"https://openalex.org/I173212132","display_name":"Vilnius University","ror":"https://ror.org/03nadee84","country_code":"LT","type":"education","lineage":["https://openalex.org/I173212132"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Preidys Saulius","raw_affiliation_strings":["Vilnius Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vilnius Univ","institution_ids":["https://openalex.org/I173212132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I173212132"],"apc_list":null,"apc_paid":null,"fwci":0.5689,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75184713,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9726999998092651,"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":0.9726999998092651,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5884656310081482},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5399406552314758},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.44479745626449585},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.42752042412757874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40897297859191895},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.38683992624282837},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33338773250579834},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.18128228187561035},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.06486797332763672},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.035361796617507935},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.035230398178100586}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5884656310081482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5399406552314758},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.44479745626449585},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.42752042412757874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40897297859191895},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38683992624282837},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33338773250579834},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.18128228187561035},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.06486797332763672},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.035361796617507935},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.035230398178100586}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-161-8-347","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-161-8-347","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"This":[0,39],"paper":[1,40,91],"deals":[2],"with":[3],"one":[4],"of":[5,15,25,31,53,77,89,112],"Technology":[6],"Enhanced":[7],"Learning":[8],"(TEL)":[9],"problems":[10],"-":[11],"the":[12,74],"personalized":[13,110],"selection":[14,49,111],"a":[16,26,32,54,71,100,107,113],"learning":[17,27,37,47,56,79,82,102,114],"scenario.":[18],"Personalization":[19],"is":[20,63,92,104,116],"treated":[21],"here":[22],"as":[23],"appropriateness":[24],"scenario":[28,48,80,115],"to":[29,45,69,98],"preferences":[30,52],"particular":[33],"student,":[34],"mainly,":[35],"his/her":[36],"style.":[38,57],"proposes":[41],"an":[42],"extended":[43],"approach":[44],"modeling":[46],"based":[50],"on":[51],"student's":[55,101],"An":[58],"ant":[59],"colony":[60],"optimization":[61],"algorithm":[62],"modified":[64],"and":[65,81],"applied.":[66],"In":[67],"order":[68],"give":[70],"theoretical":[72],"background":[73],"main":[75],"conceptions":[76],"personalization,":[78],"style":[83,103],"are":[84],"briefly":[85],"presented.":[86],"The":[87],"aim":[88],"this":[90],"twofold.":[93],"First,":[94],"data":[95],"mining":[96],"technique":[97],"obtain":[99],"presented;":[105],"second,":[106],"model":[108],"for":[109],"proposed.":[117]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2016-06-24T00:00:00"}