{"id":"https://openalex.org/W2098973923","doi":"https://doi.org/10.1109/iceei.2011.6021758","title":"Adaptive Educational Hypermedia System using Cognitive style approach: Challenges and opportunities","display_name":"Adaptive Educational Hypermedia System using Cognitive style approach: Challenges and opportunities","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2098973923","doi":"https://doi.org/10.1109/iceei.2011.6021758","mag":"2098973923"},"language":"en","primary_location":{"id":"doi:10.1109/iceei.2011.6021758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceei.2011.6021758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2011 International Conference on Electrical Engineering and Informatics","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/A5028852714","display_name":"Mohammed Ahmed Ghazal","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Mohammed Ahmed Ghazal","raw_affiliation_strings":["Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia","Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia,43600 UKM Bangi, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia,43600 UKM Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082062921","display_name":"Maryati Mohd Yusof","orcid":"https://orcid.org/0000-0003-4286-2939"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Maryati Mohd. Yusof","raw_affiliation_strings":["Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia","Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia,43600 UKM Bangi, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia,43600 UKM Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107833783","display_name":"Nor Azan Mat Zin","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nor Azan Mat Zin","raw_affiliation_strings":["Universiti Kebangsaan Malaysia, Bangi, Selangor, MY","Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia,43600 UKM Bangi, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Kebangsaan Malaysia, Bangi, Selangor, MY","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia,43600 UKM Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028852714"],"corresponding_institution_ids":["https://openalex.org/I885383172"],"apc_list":null,"apc_paid":null,"fwci":0.6705,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74273896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"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":0.9900000095367432,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.982200026512146,"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/computer-science","display_name":"Computer science","score":0.6940270662307739},{"id":"https://openalex.org/keywords/hypermedia","display_name":"Hypermedia","score":0.5860933065414429},{"id":"https://openalex.org/keywords/adaptive-hypermedia","display_name":"Adaptive hypermedia","score":0.5700387358665466},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5664134621620178},{"id":"https://openalex.org/keywords/cognitive-style","display_name":"Cognitive style","score":0.5588697195053101},{"id":"https://openalex.org/keywords/cognitive-architecture","display_name":"Cognitive architecture","score":0.4644510746002197},{"id":"https://openalex.org/keywords/interpersonal-communication","display_name":"Interpersonal communication","score":0.46189960837364197},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4348149299621582},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3987736105918884},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2721407115459442},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21778297424316406}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6940270662307739},{"id":"https://openalex.org/C2780126544","wikidata":"https://www.wikidata.org/wiki/Q837900","display_name":"Hypermedia","level":2,"score":0.5860933065414429},{"id":"https://openalex.org/C2780020885","wikidata":"https://www.wikidata.org/wiki/Q352444","display_name":"Adaptive hypermedia","level":3,"score":0.5700387358665466},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5664134621620178},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.5588697195053101},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.4644510746002197},{"id":"https://openalex.org/C164850336","wikidata":"https://www.wikidata.org/wiki/Q3685487","display_name":"Interpersonal communication","level":2,"score":0.46189960837364197},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4348149299621582},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3987736105918884},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2721407115459442},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21778297424316406},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceei.2011.6021758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceei.2011.6021758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2011 International Conference on Electrical Engineering and Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7599999904632568,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W19453093","https://openalex.org/W36693909","https://openalex.org/W43255597","https://openalex.org/W43277997","https://openalex.org/W69978452","https://openalex.org/W111714067","https://openalex.org/W124752307","https://openalex.org/W162507755","https://openalex.org/W1480558418","https://openalex.org/W1483256566","https://openalex.org/W1488977365","https://openalex.org/W1500816727","https://openalex.org/W1508909151","https://openalex.org/W1511198016","https://openalex.org/W1516028496","https://openalex.org/W1527723385","https://openalex.org/W1538883624","https://openalex.org/W1553333721","https://openalex.org/W1569040185","https://openalex.org/W1574683771","https://openalex.org/W1595709817","https://openalex.org/W1642285091","https://openalex.org/W1644672739","https://openalex.org/W1729856091","https://openalex.org/W1800666482","https://openalex.org/W1872368966","https://openalex.org/W1964684015","https://openalex.org/W1993722013","https://openalex.org/W1995531276","https://openalex.org/W2008063876","https://openalex.org/W2014111926","https://openalex.org/W2014671892","https://openalex.org/W2020241340","https://openalex.org/W2029854723","https://openalex.org/W2032881740","https://openalex.org/W2056554757","https://openalex.org/W2059570102","https://openalex.org/W2073221076","https://openalex.org/W2079021915","https://openalex.org/W2083714292","https://openalex.org/W2091262672","https://openalex.org/W2098395120","https://openalex.org/W2101368675","https://openalex.org/W2110798341","https://openalex.org/W2113222663","https://openalex.org/W2124276821","https://openalex.org/W2132546753","https://openalex.org/W2145847280","https://openalex.org/W2146862740","https://openalex.org/W2153883020","https://openalex.org/W2154879524","https://openalex.org/W2155891316","https://openalex.org/W2161792153","https://openalex.org/W2162136891","https://openalex.org/W2173495801","https://openalex.org/W2187975448","https://openalex.org/W2278853309","https://openalex.org/W2766394578","https://openalex.org/W2913293464","https://openalex.org/W2977285078","https://openalex.org/W3022958099","https://openalex.org/W3148612142","https://openalex.org/W4252883679","https://openalex.org/W4285719527","https://openalex.org/W6600781533","https://openalex.org/W6601731526","https://openalex.org/W6602844094","https://openalex.org/W6606675729","https://openalex.org/W6628989562","https://openalex.org/W6632049240","https://openalex.org/W6638262069","https://openalex.org/W6675449566","https://openalex.org/W6695293642"],"related_works":["https://openalex.org/W2154672356","https://openalex.org/W1602438087","https://openalex.org/W1966584109","https://openalex.org/W2482716922","https://openalex.org/W1497415124","https://openalex.org/W2154879524","https://openalex.org/W2913293464","https://openalex.org/W1984629451","https://openalex.org/W1528637933","https://openalex.org/W2757920150"],"abstract_inverted_index":{"E-learning":[0],"systems":[1],"have":[2,164],"rapidly":[3],"evolved":[4],"from":[5],"generation":[6],"to":[7,20,26,52,63,80,139,148,174,180,187],"another":[8],"throughout":[9],"the":[10,22,68,105,132,153,160,175,181],"recent":[11],"years.":[12],"Adaptive":[13],"Educational":[14],"Hypermedia":[15],"System":[16],"(AEHS)":[17],"provides":[18],"capabilities":[19],"personalize":[21],"web-based":[23],"system":[24],"according":[25],"student's":[27],"model":[28,145,186,202],"such":[29],"as":[30,60,62,104,131],"user's":[31],"interests,":[32],"needs,":[33],"preferences,":[34],"knowledge,":[35],"and":[36,56,73,91,111,117,129,147,155,170],"background,":[37],"which":[38],"are":[39,78],"personal":[40],"characteristics":[41],"gathered":[42],"explicitly":[43],"or":[44],"implicitly.":[45],"The":[46,193],"goal":[47],"of":[48,168],"developing":[49],"AEHS":[50,77,176],"is":[51],"achieve":[53,188],"an":[54,189],"effective":[55,156,190],"affective":[57,154],"learning":[58,74,115,191],"performance,":[59],"well":[61],"get":[64,149],"positive":[65,150],"impacts":[66],"on":[67,87,152,159],"student":[69,144],"through":[70],"gaining":[71,88],"skills":[72,90],"experiences.":[75,93],"Most":[76],"technologically-driven":[79],"transfer":[81],"knowledge":[82],"rather":[83],"than":[84],"pedagogically-driven":[85],"focusing":[86],"cognitive":[89,125,184],"other":[92,118],"To":[94],"overcome":[95],"this":[96],"gap":[97],"many":[98,121],"researchers":[99,122],"considered":[100],"Cognitive":[101],"style":[102,185],"(CS)":[103],"most":[106,133],"important":[107],"factor":[108],"for":[109,198,203],"reasoning":[110],"predicting":[112],"individual":[113],"traits,":[114],"strategies":[116],"preferences.":[119],"Furthermore":[120],"proposed":[123],"new":[124],"factors-":[126],"rational,":[127],"intuitive,":[128],"interpersonal":[130],"innate,":[134],"brain-based,":[135],"fixed":[136],"stable":[137],"preferences":[138],"build":[140],"a":[141,166,200],"robust":[142],"adaptive":[143],"dynamically":[146],"influence":[151],"AEHS.":[157,204],"Based":[158],"literature":[161],"review,":[162],"we":[163],"identified":[165],"number":[167],"theoretical":[169],"technical":[171],"issues":[172],"related":[173],"architecture":[177],"in":[178],"relation":[179],"whole":[182],"brain":[183],"outcomes.":[192],"findings":[194],"will":[195],"be":[196],"used":[197],"designing":[199],"user":[201]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}