{"id":"https://openalex.org/W2161042094","doi":"https://doi.org/10.1109/icalt.2004.1357377","title":"A neuro-fuzzy approach to detect student's motivation","display_name":"A neuro-fuzzy approach to detect student's motivation","publication_year":2004,"publication_date":"2004-12-23","ids":{"openalex":"https://openalex.org/W2161042094","doi":"https://doi.org/10.1109/icalt.2004.1357377","mag":"2161042094"},"language":"en","primary_location":{"id":"doi:10.1109/icalt.2004.1357377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icalt.2004.1357377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on Advanced Learning Technologies, 2004. Proceedings.","raw_type":"proceedings-article"},"type":"conference-paper","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/A5070782563","display_name":"Regina Stathacopoulou","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"R. Stathacopoulou","raw_affiliation_strings":["Department of Informatics and Telecommunications, University of Athens (NKUA), Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Athens (NKUA), Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014127425","display_name":"\u039c\u03b1\u03c1\u03af\u03b1 \u03a3\u03b1\u03bc\u03b1\u03c1\u03ac\u03ba\u03bf\u03c5","orcid":"https://orcid.org/0000-0002-4638-7939"},"institutions":[{"id":"https://openalex.org/I40479246","display_name":"Technological Educational Institute of Athens","ror":"https://ror.org/044m46d61","country_code":"GR","type":"education","lineage":["https://openalex.org/I40479246"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"M. Samarakou","raw_affiliation_strings":["Department of Energy Technology, Technological Educational Institute of Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Technology, Technological Educational Institute of Athens, Greece","institution_ids":["https://openalex.org/I40479246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071606642","display_name":"Maria Grigoriadou","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"M. Grigoriadou","raw_affiliation_strings":["Department of Informatics and Telecommunications, University of Athens (NKUA), Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Athens (NKUA), Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050583872","display_name":"George D. Magoulas","orcid":"https://orcid.org/0000-0003-1884-0772"},"institutions":[{"id":"https://openalex.org/I98259816","display_name":"Birkbeck, University of London","ror":"https://ror.org/02mb95055","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I98259816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"G.D. Magoulas","raw_affiliation_strings":["School of Computer Science and Information Systems, Birkbeck College, University of London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Systems, Birkbeck College, University of London, UK","institution_ids":["https://openalex.org/I98259816"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2214,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.50486924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"71","last_page":"76"},"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":0.9983000159263611,"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":0.9983000159263611,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9939000010490417,"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/T13382","display_name":"Robotics and Automated Systems","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6086147427558899},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.518036425113678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46524202823638916},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.39605584740638733},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2849479913711548}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6086147427558899},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.518036425113678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46524202823638916},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.39605584740638733},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2849479913711548}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icalt.2004.1357377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icalt.2004.1357377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on Advanced Learning Technologies, 2004. Proceedings.","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.bbk.ac.uk.oai2:44851","is_oa":false,"landing_page_url":"https://eprints.bbk.ac.uk/id/eprint/44851/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400465","display_name":"BIROn (Birkbeck, University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98259816","host_organization_name":"Birkbeck, University of London","host_organization_lineage":["https://openalex.org/I98259816"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"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":21,"referenced_works":["https://openalex.org/W19828709","https://openalex.org/W257219311","https://openalex.org/W1484815611","https://openalex.org/W1525489180","https://openalex.org/W1532866484","https://openalex.org/W1604490888","https://openalex.org/W1605289368","https://openalex.org/W1640344466","https://openalex.org/W1694248630","https://openalex.org/W1944385714","https://openalex.org/W1951445929","https://openalex.org/W1963850623","https://openalex.org/W2033489377","https://openalex.org/W2136208491","https://openalex.org/W2164599981","https://openalex.org/W2339343773","https://openalex.org/W3006708736","https://openalex.org/W6628906923","https://openalex.org/W6637677520","https://openalex.org/W6640897933","https://openalex.org/W6703294436"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W2738546080","https://openalex.org/W2906938633","https://openalex.org/W2587350381","https://openalex.org/W2143437610","https://openalex.org/W2133633529","https://openalex.org/W2110584003","https://openalex.org/W2047145141","https://openalex.org/W3015565988","https://openalex.org/W2382313992"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"the":[3,43,52,81,89,93],"fuzzy":[4,11],"knowledge":[5],"representation":[6],"of":[7,42,54,57,61,92],"a":[8,25,55],"neural":[9],"network-based":[10],"model":[12,16,44],"is":[13,17],"presented.":[14],"The":[15,40],"used":[18,78],"to":[19,79,88],"assess":[20],"student's":[21],"motivational":[22,33],"state":[23],"in":[24],"discovery":[26],"learning":[27],"environment.":[28],"Student's":[29],"observable":[30],"behavior":[31],"and":[32],"factors":[34],"are":[35,45],"described":[36],"with":[37,51],"linguistic":[38,90,94],"variables.":[39,95],"inputs":[41],"tailored":[46],"from":[47,70],"real":[48,71],"students'":[49,72],"data,":[50],"assistance":[53],"group":[56],"expert":[58],"teachers.":[59],"Results":[60],"our":[62],"preliminary":[63],"study":[64],"were":[65],"encouraging,":[66],"since":[67],"data":[68],"obtained":[69],"log":[73],"files,":[74],"have":[75],"been":[76],"successfully":[77],"form":[80],"membership":[82,86],"functions":[83],"that":[84],"assign":[85],"degrees":[87],"values":[91]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}