{"id":"https://openalex.org/W1624661769","doi":"https://doi.org/10.1007/978-3-642-15280-1_29","title":"Making Ontology-Based Knowledge and Decision Trees Interact: An Approach to Enrich Knowledge and Increase Expert Confidence in Data-Driven Models","display_name":"Making Ontology-Based Knowledge and Decision Trees Interact: An Approach to Enrich Knowledge and Increase Expert Confidence in Data-Driven Models","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1624661769","doi":"https://doi.org/10.1007/978-3-642-15280-1_29","mag":"1624661769"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-15280-1_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-15280-1_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5055408085","display_name":"Iyan Johnson","orcid":null},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I24906876","display_name":"Institut Agro Montpellier","ror":"https://ror.org/03rnk6m14","country_code":"FR","type":"education","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210088087","display_name":"Ing\u00e9nierie des Agropolym\u00e8res et Technologies Emergentes","ror":"https://ror.org/0000n5x09","country_code":"FR","type":"facility","lineage":["https://openalex.org/I19894307","https://openalex.org/I24906876","https://openalex.org/I4210088087","https://openalex.org/I4210088668","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210117045","display_name":"Math\u00e9matiques, Informatique et Statistique pour l'Environnement et l'Agronomie","ror":"https://ror.org/01pd2sz18","country_code":"FR","type":"facility","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210102957","https://openalex.org/I4210117045","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Iyan Johnson","raw_affiliation_strings":["IATE Joint Research Unit, UMR1208, CIRAD-INRA-Supagro-Univ. Montpellier II, 2 place P. Viala, F-34060, Montpellier cedex 1","INRA, UMR 729 MISTEA, F-34060, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IATE Joint Research Unit, UMR1208, CIRAD-INRA-Supagro-Univ. Montpellier II, 2 place P. Viala, F-34060, Montpellier cedex 1","institution_ids":["https://openalex.org/I24906876","https://openalex.org/I131077856","https://openalex.org/I4210088087","https://openalex.org/I19894307"]},{"raw_affiliation_string":"INRA, UMR 729 MISTEA, F-34060, Montpellier, France","institution_ids":["https://openalex.org/I4210117045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104910220","display_name":"Jo\u00ebl Ab\u00e9cassis","orcid":null},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I24906876","display_name":"Institut Agro Montpellier","ror":"https://ror.org/03rnk6m14","country_code":"FR","type":"education","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210088087","display_name":"Ing\u00e9nierie des Agropolym\u00e8res et Technologies Emergentes","ror":"https://ror.org/0000n5x09","country_code":"FR","type":"facility","lineage":["https://openalex.org/I19894307","https://openalex.org/I24906876","https://openalex.org/I4210088087","https://openalex.org/I4210088668","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jo\u00ebl Ab\u00e9cassis","raw_affiliation_strings":["IATE Joint Research Unit, UMR1208, CIRAD-INRA-Supagro-Univ. Montpellier II, 2 place P. Viala, F-34060, Montpellier cedex 1"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IATE Joint Research Unit, UMR1208, CIRAD-INRA-Supagro-Univ. Montpellier II, 2 place P. Viala, F-34060, Montpellier cedex 1","institution_ids":["https://openalex.org/I24906876","https://openalex.org/I131077856","https://openalex.org/I4210088087","https://openalex.org/I19894307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081764695","display_name":"Brigitte Charnomordic","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117045","display_name":"Math\u00e9matiques, Informatique et Statistique pour l'Environnement et l'Agronomie","ror":"https://ror.org/01pd2sz18","country_code":"FR","type":"facility","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210102957","https://openalex.org/I4210117045","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Brigitte Charnomordic","raw_affiliation_strings":["INRA, UMR 729 MISTEA, F-34060, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRA, UMR 729 MISTEA, F-34060, Montpellier, France","institution_ids":["https://openalex.org/I4210117045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070285963","display_name":"S\u00e9bastien Destercke","orcid":"https://orcid.org/0000-0003-2026-468X"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I24906876","display_name":"Institut Agro Montpellier","ror":"https://ror.org/03rnk6m14","country_code":"FR","type":"education","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210088087","display_name":"Ing\u00e9nierie des Agropolym\u00e8res et Technologies Emergentes","ror":"https://ror.org/0000n5x09","country_code":"FR","type":"facility","lineage":["https://openalex.org/I19894307","https://openalex.org/I24906876","https://openalex.org/I4210088087","https://openalex.org/I4210088668","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Destercke","raw_affiliation_strings":["IATE Joint Research Unit, UMR1208, CIRAD-INRA-Supagro-Univ. Montpellier II, 2 place P. Viala, F-34060, Montpellier cedex 1"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IATE Joint Research Unit, UMR1208, CIRAD-INRA-Supagro-Univ. Montpellier II, 2 place P. Viala, F-34060, Montpellier cedex 1","institution_ids":["https://openalex.org/I24906876","https://openalex.org/I131077856","https://openalex.org/I4210088087","https://openalex.org/I19894307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038508061","display_name":"Rallou Thomopoulos","orcid":"https://orcid.org/0000-0002-3218-9472"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I24906876","display_name":"Institut Agro Montpellier","ror":"https://ror.org/03rnk6m14","country_code":"FR","type":"education","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210088087","display_name":"Ing\u00e9nierie des Agropolym\u00e8res et Technologies Emergentes","ror":"https://ror.org/0000n5x09","country_code":"FR","type":"facility","lineage":["https://openalex.org/I19894307","https://openalex.org/I24906876","https://openalex.org/I4210088087","https://openalex.org/I4210088668","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rallou Thomopoulos","raw_affiliation_strings":["IATE Joint Research Unit, UMR1208, CIRAD-INRA-Supagro-Univ. Montpellier II, 2 place P. Viala, F-34060, Montpellier cedex 1","LIRMM, CNRS-Univ. Montpellier II, 161 rue Ada, F-34392, Montpellier cedex 5"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IATE Joint Research Unit, UMR1208, CIRAD-INRA-Supagro-Univ. Montpellier II, 2 place P. Viala, F-34060, Montpellier cedex 1","institution_ids":["https://openalex.org/I24906876","https://openalex.org/I131077856","https://openalex.org/I4210088087","https://openalex.org/I19894307"]},{"raw_affiliation_string":"LIRMM, CNRS-Univ. Montpellier II, 161 rue Ada, F-34392, Montpellier cedex 5","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I1294671590","https://openalex.org/I4210101743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8551,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.74893746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"304","last_page":"316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9914000034332275,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9914000034332275,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.965399980545044,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8240983486175537},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6108289361000061},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5527476668357849},{"id":"https://openalex.org/keywords/subject-matter-expert","display_name":"Subject-matter expert","score":0.5180778503417969},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4982616901397705},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.483866810798645},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46654248237609863},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.4644833207130432},{"id":"https://openalex.org/keywords/expert-elicitation","display_name":"Expert elicitation","score":0.4450306296348572},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4419782757759094},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4371787905693054},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3963134288787842},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3500016927719116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8240983486175537},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6108289361000061},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5527476668357849},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.5180778503417969},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4982616901397705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.483866810798645},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46654248237609863},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.4644833207130432},{"id":"https://openalex.org/C72161134","wikidata":"https://www.wikidata.org/wiki/Q5421219","display_name":"Expert elicitation","level":2,"score":0.4450306296348572},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4419782757759094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4371787905693054},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3963134288787842},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3500016927719116},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-15280-1_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-15280-1_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-02656655v1","is_oa":false,"landing_page_url":"https://hal.inrae.fr/hal-02656655","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":"Lecture Notes in Computer Science, 2010, 6291, pp.304-316. ⟨10.1007/978-3-642-15280-1_29⟩","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-02755778v1","is_oa":false,"landing_page_url":"https://hal.inrae.fr/hal-02755778","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":"http://ksem2009.dke.univie.ac.at/","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W104106355","https://openalex.org/W111369938","https://openalex.org/W1551055549","https://openalex.org/W1561517109","https://openalex.org/W1598140541","https://openalex.org/W1864285344","https://openalex.org/W1890171098","https://openalex.org/W1984314602","https://openalex.org/W2089494718","https://openalex.org/W2113445341","https://openalex.org/W2125055259","https://openalex.org/W2141040832","https://openalex.org/W2149706766","https://openalex.org/W2150529737","https://openalex.org/W2155849571","https://openalex.org/W2395183631","https://openalex.org/W2494777255","https://openalex.org/W2579555219","https://openalex.org/W4300946364"],"related_works":["https://openalex.org/W2124618300","https://openalex.org/W4251129740","https://openalex.org/W4289529465","https://openalex.org/W1752292405","https://openalex.org/W1983574532","https://openalex.org/W1594966158","https://openalex.org/W2018344106","https://openalex.org/W1128011086","https://openalex.org/W2080606678","https://openalex.org/W588993252"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}