{"id":"https://openalex.org/W2133977129","doi":null,"title":"An Affective Model for Personalized Learning in Adaptive Educational Hypermedia Systems","display_name":"An Affective Model for Personalized Learning in Adaptive Educational Hypermedia Systems","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2133977129","mag":"2133977129"},"language":"en","primary_location":{"id":"mag:2133977129","doi":null,"is_oa":false,"landing_page_url":"http://hermis.di.uoa.gr/peleigl/papers/lh-ping2007.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5109250666","display_name":"Constantin Halatsis","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C. Halatsis","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5041078956","display_name":"Makis Leontidis","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Makis Leontidis","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3569,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68496092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":9.999999747378752e-05,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/affective-model","display_name":"affective model","score":0.9319999814033508},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.8190000057220459},{"id":"https://openalex.org/keywords/student-modeling","display_name":"student modeling","score":0.44699999690055847},{"id":"https://openalex.org/keywords/five-factor-model-of-personality","display_name":"five-factor model of personality","score":0.7599999904632568},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"emotion recognition","score":0.9240000247955322},{"id":"https://openalex.org/keywords/mood-recognition","display_name":"mood recognition","score":0.9309999942779541},{"id":"https://openalex.org/keywords/personality-recognition","display_name":"personality recognition","score":0.6970000267028809},{"id":"https://openalex.org/keywords/adaptive-teaching-strategies","display_name":"adaptive teaching strategies","score":0.421999990940094},{"id":"https://openalex.org/keywords/student-motivation","display_name":"student motivation","score":0.5690000057220459},{"id":"https://openalex.org/keywords/student-teacher-interaction","display_name":"student-teacher interaction","score":0.38100001215934753}],"concepts":[{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6967451572418213},{"id":"https://openalex.org/C2780020885","wikidata":"https://www.wikidata.org/wiki/Q352444","display_name":"Adaptive hypermedia","level":3,"score":0.6595559120178223},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5808506011962891},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5734103918075562},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5319699645042419},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.477128267288208},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.46933475136756897},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.42996945977211},{"id":"https://openalex.org/C2780126544","wikidata":"https://www.wikidata.org/wiki/Q837900","display_name":"Hypermedia","level":2,"score":0.4279303550720215},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4243670403957367},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.40264374017715454},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.378827303647995},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3617403209209442},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34326693415641785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19496393203735352},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.11957859992980957},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2133977129","doi":null,"is_oa":false,"landing_page_url":"http://hermis.di.uoa.gr/peleigl/papers/lh-ping2007.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.975600004196167,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1496780908","https://openalex.org/W1563470303","https://openalex.org/W1585189891","https://openalex.org/W1586824032","https://openalex.org/W1872368966","https://openalex.org/W1944385714","https://openalex.org/W1977137834","https://openalex.org/W2004632618","https://openalex.org/W2071559616","https://openalex.org/W2112929667","https://openalex.org/W2339343773","https://openalex.org/W2913293464"],"related_works":["https://openalex.org/W2102652051","https://openalex.org/W2098973923","https://openalex.org/W60333847","https://openalex.org/W2172043261","https://openalex.org/W2103506692","https://openalex.org/W7100448036","https://openalex.org/W7216645418","https://openalex.org/W4213293431","https://openalex.org/W7095535292","https://openalex.org/W1484879736"],"abstract_inverted_index":{"The":[0,101,264,267,292,322,328,378,474],"educational":[1,25,172,192,240,376],"process":[2,177],"is":[3,20,248,272,294,380,501],"a":[4,23,75,179,186,190,252,431,448,481],"complicated":[5],"interaction":[6],"between":[7],"the":[8,10,13,28,32,43,71,87,116,124,133,145,148,152,157,160,163,171,175,183,194,199,213,221,227,230,270,276,285,298,301,304,312,319,332,337,347,356,360,363,371,375,385,389,394,403,411,414,418,421,424,427,436,442,450,461,464,468,471,478,489,498],"teacher,":[9],"student":[11,39,76,146,204,231,412,419],"and":[12,34,40,45,80,93,98,119,140,143,151,174,226,232,284,336,353,366,369,393,408,456,470,491],"environment":[14],"where":[15],"it":[16],"takes":[17,196],"place.":[18],"It":[19],"important":[21],"for":[22,27,345,402,423,463],"successful":[24],"transaction":[26],"teacher":[29,195],"to":[30,41,115,155,211,297,310,440],"recognize":[31],"learning":[33,126,215,315,357,415],"emotional":[35,82,200],"needs":[36,118],"of":[37,74,159,202,224,229,269,280,289,314,349,362,374,382,405,410,444,467,514],"his":[38,46,78,81,203],"adapt":[42],"teaching":[44,97,153,176,184,365,472],"behavior":[47],"accordingly.":[48],"In":[49,189,508],"this":[50,85,236,496],"poster":[51],"we":[52],"present":[53],"an":[54,59,168,261],"affective":[55,66,91],"model,":[56,147],"which":[57,258,341,398],"augments":[58],"Adaptive":[60],"Educational":[61],"Hypermedia":[62],"System":[63],"(AEHS),":[64],"with":[65,77,123,132,260,303,318,480],"dimensions.":[67],"This":[68],"model":[69,88,154,247,279,288],"correlates":[70],"individual":[72],"preferences":[73],"personality":[79,228,281],"states.":[83],"For":[84],"purpose,":[86],"recognizes":[89],"these":[90],"factors":[92],"adapts":[94],"accordingly":[95],"its":[96,492],"pedagogical":[99,222,367,469],"strategy.":[100,127,473],"AEHS":[102,129,169,299],"are":[103,342,399,453,457],"intelligent":[104],"systems":[105,241],"that":[106,181,483],"improve":[107],"student\u2019s":[108,117,350],"performance":[109],"by":[110,205,251,435,460],"adapting":[111],"their":[112,239],"operation":[113,268],"according":[114],"interests":[120],"supporting":[121],"them":[122],"appropriate":[125,372],"An":[128],"interacts":[130,259],"dynamically":[131],"student,":[134],"using":[135],"adaptation":[136,158],"techniques":[137],"like":[138],"adaptability":[139],"adaptivity":[141],"[3]":[142],"uses":[144,420],"domain":[149],"knowledge,":[150],"achieve":[156,212],"system":[161,302,422,479],"via":[162],"adaptive":[164],"engine":[165],"[2].":[166],"Thereby,":[167],"determines":[170],"content":[173],"in":[178,185,209,238,308,316,438],"way":[180],"appertains":[182],"real":[187],"classroom.":[188],"live":[191],"process,":[193,358],"into":[197],"consideration":[198],"state":[201],"motivating":[206],"him":[207],"effectively":[208],"order":[210,309,439],"desirable":[214],"goals.":[216],"Many":[217],"researchers":[218],"have":[219,234],"demonstrated":[220],"value":[223],"emotions":[225,290,354,409,486],"they":[233],"incorporated":[235],"perception":[237],"[1],":[242],"[4],":[243],"[6].":[244],"Our":[245],"proposed":[246],"being":[249,295,454,458],"realized":[250],"module":[253],"called":[254],"Affective":[255,265],"Module":[256],"(AM),":[257],"AEHS.":[262],"2":[263],"Model":[266],"AM":[271,293,323],"heavily":[273],"based":[274],"on":[275,495],"five":[277],"factor":[278],"(FFM)":[282],"[7]":[283],"OCC":[286],"cognitive":[287,320],"[8].":[291],"attached":[296],"providing":[300],"essential":[305],"\u201cemotional\u201d":[306],"information":[307],"determine":[311],"strategy":[313,368],"collaboration":[317],"information.":[321],"has":[324],"three":[325,383],"main":[326],"components:":[327],"Emotional":[329],"Component":[330,334,339],"(EC),":[331],"Mentor":[333],"(MC)":[335],"Visualization":[338],"(VC),":[340],"respectively":[343,400],"responsible":[344,401],"a)":[346],"recognition":[348,404],"personality,":[351,406],"mood":[352,407,500,512],"during":[355,413],"b)":[359],"selection":[361,466],"suitable":[364,432,465],"c)":[370],"visualization":[373],"environment.":[377],"EC":[379],"composed":[381],"subcomponents,":[384],"Personality":[386],"Recognizer":[387,391,396],"(PR),":[388],"Mood":[390],"(MR)":[392],"Emotion":[395],"(ER),":[397],"process.":[416],"When":[417],"first":[425],"time,":[426],"PR":[428],"subcomponent":[429,476],"selects":[430],"dialogue":[433,482,497],"specified":[434],"FFM":[437],"assess":[441],"type":[443],"student's":[445,451,499],"personality.":[446],"As":[447],"result,":[449],"traits":[452],"recognized":[455,502],"used":[459],"MC":[462],"MR":[475],"provides":[477],"can":[484],"elicit":[485],"depending":[487],"upon":[488],"semantics":[490],"context.":[493],"Based":[494],"either":[503],"as":[504],"positive":[505],"or":[506],"negative.":[507],"our":[509],"approach":[510],"good":[511],"consists":[513]},"counts_by_year":[],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}