{"id":"https://openalex.org/W1577957216","doi":"https://doi.org/10.1109/icsmc.2003.1245754","title":"An evaluation agent that simulates students' behaviour in intelligent tutoring systems","display_name":"An evaluation agent that simulates students' behaviour in intelligent tutoring systems","publication_year":2004,"publication_date":"2004-04-23","ids":{"openalex":"https://openalex.org/W1577957216","doi":"https://doi.org/10.1109/icsmc.2003.1245754","mag":"1577957216"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2003.1245754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2003.1245754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)","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/A5057523671","display_name":"Maria Virvou","orcid":"https://orcid.org/0000-0002-4008-4654"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"M. Virvou","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece","Dept. of Informatics, Piraeus Univ., Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"Dept. of Informatics, Piraeus Univ., Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024713592","display_name":"\u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2 \u039c\u03b1\u03bd\u03cc\u03c2","orcid":null},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"K. Manos","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece","Dept. of Informatics, Piraeus Univ., Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"Dept. of Informatics, Piraeus Univ., Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002023020","display_name":"George Katsionis","orcid":null},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"G. Katsionis","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece","Dept. of Informatics, Piraeus Univ., Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"Dept. of Informatics, Piraeus Univ., Greece","institution_ids":["https://openalex.org/I154757721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154757721"],"apc_list":null,"apc_paid":null,"fwci":0.9251,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.80577424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"5","issue":null,"first_page":"4872","last_page":"4877"},"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":0.9796000123023987,"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":0.9796000123023987,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7427895665168762},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.6338297724723816},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6256161332130432},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5931974053382874},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5569658279418945},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5247730612754822},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5125081539154053},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4582483172416687},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.4497241973876953},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14806091785430908},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09912881255149841}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7427895665168762},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.6338297724723816},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6256161332130432},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5931974053382874},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5569658279418945},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5247730612754822},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5125081539154053},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4582483172416687},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.4497241973876953},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14806091785430908},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09912881255149841},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2003.1245754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2003.1245754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1537654140","https://openalex.org/W1550359390","https://openalex.org/W1559340265","https://openalex.org/W1596925968","https://openalex.org/W1637796182","https://openalex.org/W1980736498","https://openalex.org/W2075028344","https://openalex.org/W2097679245","https://openalex.org/W2116736458","https://openalex.org/W2130059638","https://openalex.org/W2156889164","https://openalex.org/W3143910232","https://openalex.org/W6632615526","https://openalex.org/W6633631669","https://openalex.org/W6635660717","https://openalex.org/W6636875545","https://openalex.org/W6669335110","https://openalex.org/W6674706655","https://openalex.org/W6677095108","https://openalex.org/W6679432254","https://openalex.org/W6683198614","https://openalex.org/W7034617218"],"related_works":["https://openalex.org/W2358230867","https://openalex.org/W2381358127","https://openalex.org/W2385784898","https://openalex.org/W2352060494","https://openalex.org/W2391026939","https://openalex.org/W2356123413","https://openalex.org/W2391332880","https://openalex.org/W3196817267","https://openalex.org/W2514427399","https://openalex.org/W2060045074"],"abstract_inverted_index":{"Intelligent":[0],"tutoring":[1,8,124],"systems":[2,125],"are":[3,73],"meant":[4],"to":[5,9,16,34],"provide":[6],"individualised":[7],"students":[10],"by":[11],"adapting":[12],"the":[13,30,45,91,106,109,114,123,127,137,147],"teaching":[14],"material":[15],"their":[17,23],"specific":[18],"needs":[19],"and":[20,29,78,89,93,113],"abilities.":[21],"However,":[22],"development":[24],"is":[25,32,84],"a":[26,41,60,97],"hard":[27],"task":[28],"end-result":[31],"difficult":[33],"evaluate.":[35],"In":[36],"this":[37],"paper":[38],"we":[39],"present":[40],"novel":[42],"approach":[43],"for":[44],"evaluation":[46,64],"of":[47,69,96,105,116,136,146],"these":[48],"systems,":[49],"which":[50],"relies":[51],"on":[52,75,86],"an":[53,103],"agent":[54,65,128],"that":[55,72,130],"may":[56,121,140],"be":[57,141],"used":[58],"as":[59],"simulated":[61],"student-user.":[62],"The":[63,81,99],"incorporates":[66],"modelling":[67],"techniques":[68],"real":[70,131],"users":[71],"based":[74,85],"both":[76],"cognitive":[77,82,87],"temperamental":[79,100],"data.":[80],"model":[83],"psychology":[88],"simulates":[90],"memorisation":[92],"retention":[94],"capabilities":[95],"student.":[98],"data":[101],"creates":[102],"image":[104],"student":[107],"concerning":[108],"way":[110],"she/he":[111,118],"behaves":[112],"kind":[115],"personality":[117],"has.":[119],"Developers":[120],"evaluate":[122],"using":[126],"rather":[129],"students.":[132],"Thus":[133],"better":[134],"quality":[135],"end":[138],"result":[139],"achieved":[142],"at":[143],"no":[144],"cost":[145],"educational":[148],"process.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
