{"id":"https://openalex.org/W2035469346","doi":"https://doi.org/10.1109/isda.2010.5687181","title":"A Multicriteria Bayesian Intelligent Tutoring System MBITS","display_name":"A Multicriteria Bayesian Intelligent Tutoring System MBITS","publication_year":2010,"publication_date":"2010-11-01","ids":{"openalex":"https://openalex.org/W2035469346","doi":"https://doi.org/10.1109/isda.2010.5687181","mag":"2035469346"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2010.5687181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2010.5687181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 10th International Conference on Intelligent Systems Design and Applications","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/A5027180072","display_name":"Yamna Ettarres","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ettarres Yamna","raw_affiliation_strings":["Laboratoire Larodec, Le Bardo, Tunisia","Laboratoire Larodec, 41 rue de la libert\u00e9, Cit\u00e9 Bouchoucha, 2000 Le Bardo, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Larodec, Le Bardo, Tunisia","institution_ids":[]},{"raw_affiliation_string":"Laboratoire Larodec, 41 rue de la libert\u00e9, Cit\u00e9 Bouchoucha, 2000 Le Bardo, Tunisie","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105354064","display_name":"Khaled Mellouli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khaled Mellouli","raw_affiliation_strings":["Laboratoire Larodec, Le Bardo, Tunisia","Laboratoire Larodec, 41 rue de la libert\u00e9, Cit\u00e9 Bouchoucha, 2000 Le Bardo, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Larodec, Le Bardo, Tunisia","institution_ids":[]},{"raw_affiliation_string":"Laboratoire Larodec, 41 rue de la libert\u00e9, Cit\u00e9 Bouchoucha, 2000 Le Bardo, Tunisie","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013543532","display_name":"Pierre-Henri Wuillemin","orcid":"https://orcid.org/0000-0003-3691-4886"},"institutions":[{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre-Henri Wuillemin","raw_affiliation_strings":["Laboratoire Lip6, Paris, France","Laboratoire Lip6, 104 avenue du Pre\u00b4sident Kennedy, 75016 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Lip6, Paris, France","institution_ids":["https://openalex.org/I4210159731"]},{"raw_affiliation_string":"Laboratoire Lip6, 104 avenue du Pre\u00b4sident Kennedy, 75016 Paris, France","institution_ids":["https://openalex.org/I4210159731"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"714","last_page":"719"},"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":0.9993000030517578,"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":0.9993000030517578,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9945999979972839,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9886000156402588,"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":0.796471357345581},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.7592083215713501},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.6961719989776611},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.582144021987915},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5802747011184692},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"Intelligent decision support system","score":0.5598500967025757},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.5488680601119995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4820621609687805},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.45221439003944397},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4175660014152527}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.796471357345581},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7592083215713501},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.6961719989776611},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.582144021987915},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5802747011184692},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.5598500967025757},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.5488680601119995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4820621609687805},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.45221439003944397},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4175660014152527},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isda.2010.5687181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2010.5687181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 10th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W182272962","https://openalex.org/W210442007","https://openalex.org/W1490366796","https://openalex.org/W1529098247","https://openalex.org/W1552174551","https://openalex.org/W1638016203","https://openalex.org/W1748537427","https://openalex.org/W1867774085","https://openalex.org/W1937458681","https://openalex.org/W1975438021","https://openalex.org/W2057323415","https://openalex.org/W2061936223","https://openalex.org/W2076450712","https://openalex.org/W2090184738","https://openalex.org/W2090416824","https://openalex.org/W2092915639","https://openalex.org/W2109040533","https://openalex.org/W2121656101","https://openalex.org/W2137158242","https://openalex.org/W2152872025","https://openalex.org/W2158712340","https://openalex.org/W2159080219","https://openalex.org/W2163566104","https://openalex.org/W3016446873","https://openalex.org/W6607384878","https://openalex.org/W6629294436","https://openalex.org/W6682546891","https://openalex.org/W6775732314","https://openalex.org/W7025042833"],"related_works":["https://openalex.org/W2104210653","https://openalex.org/W2970141834","https://openalex.org/W2047975531","https://openalex.org/W2134513264","https://openalex.org/W1793808473","https://openalex.org/W2185664937","https://openalex.org/W1575710128","https://openalex.org/W4249333028","https://openalex.org/W1598522452","https://openalex.org/W2060700432"],"abstract_inverted_index":{"An":[0],"Intelligent":[1,31],"Tutoring":[2,32],"Systems":[3],"(ITS)":[4],"is":[5,51,81],"concerned":[6],"with":[7],"the":[8,75],"construction":[9],"of":[10,43,45,78],"intelligent":[11],"softwares":[12],"helping":[13],"students":[14,38],"overcoming":[15,39],"different":[16,68],"problems":[17],"in":[18,24,47],"their":[19,40,41],"learning":[20],"process.":[21],"We":[22],"present":[23],"this":[25],"work":[26],"a":[27,48,54,60,63],"novel":[28],"Multicriteria":[29],"Bayesian":[30,55],"System":[33],"MBITS":[34,80],"used":[35],"to":[36,58,66,91],"help":[37],"lack":[42],"comprehension":[44],"concepts":[46],"course.":[49],"It":[50],"based":[52],"on":[53],"Network":[56],"(BN)":[57],"model":[59],"course":[61],"and":[62,70,89],"multicriteria":[64],"approach":[65],"evaluate":[67],"solution":[69],"information":[71],"gathering":[72],"actions":[73],"using":[74],"same":[76],"set":[77],"criteria.":[79],"an":[82,87],"automated":[83],"troubleshooter":[84],"presented":[85],"as":[86],"interactive":[88],"easy":[90],"use":[92],"Web":[93],"application.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
