{"id":"https://openalex.org/W1189639403","doi":"https://doi.org/10.3233/ifs-141312","title":"Proposing a novel approach for classification and sequencing ofLearning Objects in E-learning systems based on learning style","display_name":"Proposing a novel approach for classification and sequencing ofLearning Objects in E-learning systems based on learning style","publication_year":2015,"publication_date":"2015-10-05","ids":{"openalex":"https://openalex.org/W1189639403","doi":"https://doi.org/10.3233/ifs-141312","mag":"1189639403"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-141312","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-141312","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems: Applications in Engineering and Technology","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/A5088623556","display_name":"D. Anitha","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"D Anitha","raw_affiliation_strings":["Department of Computer Applications, Thiagarajar College of Engineering, Madurai, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Applications, Thiagarajar College of Engineering, Madurai, Tamilnadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110316716","display_name":"C. Deisy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C Deisy","raw_affiliation_strings":["Department of Computer Science and Engineering, Thiagarajar College of Engineering, Madurai, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Thiagarajar College of Engineering, Madurai, Tamilnadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088623556"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8914,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.76315789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"29","issue":"2","first_page":"539","last_page":"552"},"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/T12171","display_name":"Open Education and E-Learning","score":0.9821000099182129,"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/T11122","display_name":"Online Learning and Analytics","score":0.9365000128746033,"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/personalization","display_name":"Personalization","score":0.8715888261795044},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.7701875567436218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7196221351623535},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.7023887038230896},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.5808543562889099},{"id":"https://openalex.org/keywords/cognitive-style","display_name":"Cognitive style","score":0.5605425834655762},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5131271481513977},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.4356843829154968},{"id":"https://openalex.org/keywords/fuzzy-cognitive-map","display_name":"Fuzzy cognitive map","score":0.43151867389678955},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4293258786201477},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3845929503440857},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3544309139251709},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3541560173034668},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3229316174983978},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.2703801393508911},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.24020916223526},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.19070753455162048},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.16819465160369873},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.13968127965927124},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.11738607287406921},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08645889163017273},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.0738593339920044}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8715888261795044},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7701875567436218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7196221351623535},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.7023887038230896},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.5808543562889099},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.5605425834655762},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5131271481513977},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.4356843829154968},{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.43151867389678955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4293258786201477},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3845929503440857},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3544309139251709},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3541560173034668},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3229316174983978},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.2703801393508911},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.24020916223526},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.19070753455162048},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.16819465160369873},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.13968127965927124},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.11738607287406921},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08645889163017273},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.0738593339920044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ifs-141312","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-141312","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems: Applications in Engineering and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W94203212","https://openalex.org/W1512855937","https://openalex.org/W1513292515","https://openalex.org/W1566387369","https://openalex.org/W1572698524","https://openalex.org/W1592157809","https://openalex.org/W1594781181","https://openalex.org/W1841067307","https://openalex.org/W1934686989","https://openalex.org/W1964684015","https://openalex.org/W1967407800","https://openalex.org/W1968569664","https://openalex.org/W1978065703","https://openalex.org/W1979282049","https://openalex.org/W1987794617","https://openalex.org/W1990532650","https://openalex.org/W1991041195","https://openalex.org/W1992718815","https://openalex.org/W1997956661","https://openalex.org/W1999095205","https://openalex.org/W2015537236","https://openalex.org/W2025729706","https://openalex.org/W2032881740","https://openalex.org/W2043347499","https://openalex.org/W2045896112","https://openalex.org/W2050821386","https://openalex.org/W2066659226","https://openalex.org/W2075143267","https://openalex.org/W2091262672","https://openalex.org/W2094509566","https://openalex.org/W2108336761","https://openalex.org/W2118249975","https://openalex.org/W2120570415","https://openalex.org/W2124276821","https://openalex.org/W2125719229","https://openalex.org/W2131017738","https://openalex.org/W2135223917","https://openalex.org/W2150441566","https://openalex.org/W2150506154","https://openalex.org/W2150705994","https://openalex.org/W2153777761","https://openalex.org/W2165103488","https://openalex.org/W2170644967","https://openalex.org/W2236155174","https://openalex.org/W3170775390","https://openalex.org/W4285719527","https://openalex.org/W4299999595","https://openalex.org/W4378898217"],"related_works":["https://openalex.org/W4242719640","https://openalex.org/W2059943442","https://openalex.org/W2364652906","https://openalex.org/W2356117073","https://openalex.org/W2561154405","https://openalex.org/W196898368","https://openalex.org/W2383694","https://openalex.org/W2080547397","https://openalex.org/W2049979679","https://openalex.org/W2110554190"],"abstract_inverted_index":{"Abstract":[0],"Learning":[1,32],"is":[2,18,152],"a":[3,102,131],"cognitive":[4],"activity":[5],"which":[6,68],"differs":[7],"from":[8],"person":[9,11],"to":[10,24,38,112,117,140],"and":[12,30,60,76,96,100,107,130,154],"hence":[13],"needs":[14,23],"personalization.":[15,40],"When":[16],"learning":[17,98,109,114,123,143],"performed":[19,153],"online,":[20],"the":[21,70,73,77,113,126,136,141,149,155,158],"system":[22,159],"understand":[25],"various":[26,51],"traits":[27,53,75],"of":[28,79,125,157],"learner":[29,52,58,74],"deliver":[31],"Objects":[33],"(LO)":[34],"suitable":[35],"for":[36,105],"them":[37],"achieve":[39],"Many":[41],"research":[42,150],"works":[43,67],"have":[44],"been":[45],"developing":[46],"personalization":[47,91],"strategies":[48],"based":[49,93],"on":[50,90,94,148],"such":[54],"as":[55],"knowledge":[56],"level,":[57],"characteristics":[59],"preferences.":[61],"However,":[62],"there":[63],"are":[64,82,128],"quite":[65],"few":[66],"consider":[69],"relationship":[71],"between":[72],"attributes":[78],"LOs":[80],"that":[81],"defined":[83],"by":[84],"major":[85],"standards.":[86],"This":[87],"paper":[88],"focuses":[89],"strategy":[92],"Felder":[95],"Silverman":[97],"model":[99],"proposes":[101],"novel":[103],"approach":[104],"classifying":[106],"sequencing":[108],"objects":[110],"according":[111],"styles":[115,124],"adhering":[116],"IEEE":[118,137],"LOM":[119,138],"metadata":[120],"standard.":[121],"The":[122],"learners":[127],"identified":[129,142],"fuzzy":[132],"classification":[133],"scheme":[134],"maps":[135],"Metadata":[139],"styles.":[144],"A":[145],"pilot":[146],"study":[147],"work":[151],"evaluation":[156],"has":[160],"given":[161],"an":[162],"encouraging":[163],"result.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-01-08T20:05:33.558190","created_date":"2016-06-24T00:00:00"}
