{"id":"https://openalex.org/W2031087830","doi":"https://doi.org/10.1016/j.knosys.2010.08.002","title":"Learning task models in ill-defined domain using an hybrid knowledge discovery framework","display_name":"Learning task models in ill-defined domain using an hybrid knowledge discovery framework","publication_year":2010,"publication_date":"2010-08-11","ids":{"openalex":"https://openalex.org/W2031087830","doi":"https://doi.org/10.1016/j.knosys.2010.08.002","mag":"2031087830"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2010.08.002","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2010.08.002","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-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/A5023748761","display_name":"Roger Nkambou","orcid":"https://orcid.org/0000-0002-8632-6997"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Roger Nkambou","raw_affiliation_strings":["Department of Computer Sciences, University of Quebec in Montreal, 201, Avenue du Pr\u00e9sident-Kennedy, Montr\u00e9al, Canada","Department of Computer Sciences, University of Quebec in Montreal, 201, Avenue du Pr\u00e9sident-Kennedy, Montr\u00e9al, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, University of Quebec in Montreal, 201, Avenue du Pr\u00e9sident-Kennedy, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I159129438"]},{"raw_affiliation_string":"Department of Computer Sciences, University of Quebec in Montreal, 201, Avenue du Pr\u00e9sident-Kennedy, Montr\u00e9al, Canada#TAB#","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038682039","display_name":"Philippe Fournier\u2010Viger","orcid":"https://orcid.org/0000-0002-7680-9899"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Philippe Fournier-Viger","raw_affiliation_strings":["Department of Computer Sciences, University of Quebec in Montreal, 201, Avenue du Pr\u00e9sident-Kennedy, Montr\u00e9al, Canada","Department of Computer Sciences, University of Quebec in Montreal, 201, Avenue du Pr\u00e9sident-Kennedy, Montr\u00e9al, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, University of Quebec in Montreal, 201, Avenue du Pr\u00e9sident-Kennedy, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I159129438"]},{"raw_affiliation_string":"Department of Computer Sciences, University of Quebec in Montreal, 201, Avenue du Pr\u00e9sident-Kennedy, Montr\u00e9al, Canada#TAB#","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057686129","display_name":"Engelbert Mephu Nguifo","orcid":"https://orcid.org/0000-0001-9119-678X"},"institutions":[{"id":"https://openalex.org/I198244214","display_name":"Universit\u00e9 Clermont Auvergne","ror":"https://ror.org/01a8ajp46","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Engelbert Mephu Nguifo","raw_affiliation_strings":["Department of Mathematics and Computer Sciences, Universit\u00e9 Blaise-Pascal Clermont 2, BP 125, 63173 Aubi\u00e8re cedex, France","Department of Mathematics and Computer Sciences, Universit\u00e9 Blaise-Pascal Clermont 2, BP 125, 63173 Aubi\u00e8re cedex, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Sciences, Universit\u00e9 Blaise-Pascal Clermont 2, BP 125, 63173 Aubi\u00e8re cedex, France","institution_ids":["https://openalex.org/I198244214"]},{"raw_affiliation_string":"Department of Mathematics and Computer Sciences, Universit\u00e9 Blaise-Pascal Clermont 2, BP 125, 63173 Aubi\u00e8re cedex, France#TAB#","institution_ids":["https://openalex.org/I198244214"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023748761"],"corresponding_institution_ids":["https://openalex.org/I159129438"],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":5.5104,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.9554398,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"176","last_page":"185"},"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":0.9966999888420105,"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":0.9966999888420105,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9925000071525574,"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":0.8004264831542969},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.6514351963996887},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6352840662002563},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6206949949264526},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.6063272953033447},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5822933912277222},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5440823435783386},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.49284982681274414},{"id":"https://openalex.org/keywords/procedural-knowledge","display_name":"Procedural knowledge","score":0.4552350342273712},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43255066871643066},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3418099284172058},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07157754898071289},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06568706035614014}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8004264831542969},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.6514351963996887},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6352840662002563},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6206949949264526},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.6063272953033447},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5822933912277222},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5440823435783386},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.49284982681274414},{"id":"https://openalex.org/C124469403","wikidata":"https://www.wikidata.org/wiki/Q1813993","display_name":"Procedural knowledge","level":3,"score":0.4552350342273712},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43255066871643066},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3418099284172058},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07157754898071289},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06568706035614014},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.knosys.2010.08.002","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2010.08.002","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02134372v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02134372","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Knowl.-Based Syst., 2011, 24, pp.176--185. &#x27E8;10.1016/j.knosys.2010.08.002&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"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":56,"referenced_works":["https://openalex.org/W135427393","https://openalex.org/W160417348","https://openalex.org/W198732646","https://openalex.org/W791807795","https://openalex.org/W1493360727","https://openalex.org/W1495952552","https://openalex.org/W1504164112","https://openalex.org/W1514405275","https://openalex.org/W1517725046","https://openalex.org/W1536373029","https://openalex.org/W1543955437","https://openalex.org/W1549547341","https://openalex.org/W1562748096","https://openalex.org/W1569653074","https://openalex.org/W1604260339","https://openalex.org/W1608194207","https://openalex.org/W1772281837","https://openalex.org/W1790033065","https://openalex.org/W1868319015","https://openalex.org/W1936458879","https://openalex.org/W1994980661","https://openalex.org/W1997169810","https://openalex.org/W2023263116","https://openalex.org/W2038374216","https://openalex.org/W2039118598","https://openalex.org/W2099273059","https://openalex.org/W2105127884","https://openalex.org/W2111780139","https://openalex.org/W2116608546","https://openalex.org/W2120934516","https://openalex.org/W2125041002","https://openalex.org/W2133699278","https://openalex.org/W2135085701","https://openalex.org/W2139471083","https://openalex.org/W2140190241","https://openalex.org/W2148187800","https://openalex.org/W2150095776","https://openalex.org/W2152863348","https://openalex.org/W2158035799","https://openalex.org/W2158454296","https://openalex.org/W2158703238","https://openalex.org/W2161160720","https://openalex.org/W2167917691","https://openalex.org/W2168196587","https://openalex.org/W2171569635","https://openalex.org/W2396061429","https://openalex.org/W4292153570","https://openalex.org/W6600466408","https://openalex.org/W6602156302","https://openalex.org/W6605636296","https://openalex.org/W6636176332","https://openalex.org/W6680498630","https://openalex.org/W6682816318","https://openalex.org/W6682953860","https://openalex.org/W6684846781","https://openalex.org/W6725226860"],"related_works":["https://openalex.org/W2083849133","https://openalex.org/W2141980443","https://openalex.org/W765335944","https://openalex.org/W2323201476","https://openalex.org/W1981711800","https://openalex.org/W4229675364","https://openalex.org/W1951126465","https://openalex.org/W2170990285","https://openalex.org/W2143742390","https://openalex.org/W2126191795"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
