{"id":"https://openalex.org/W4402709896","doi":"https://doi.org/10.1007/s10115-024-02228-x","title":"A new hybrid reasoning model based on rules, cases and processes: application to care of individuals facing autism spectrum disorders","display_name":"A new hybrid reasoning model based on rules, cases and processes: application to care of individuals facing autism spectrum disorders","publication_year":2024,"publication_date":"2024-09-21","ids":{"openalex":"https://openalex.org/W4402709896","doi":"https://doi.org/10.1007/s10115-024-02228-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-024-02228-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-024-02228-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-024-02228-x.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10115-024-02228-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015902816","display_name":"Georgia Kaoura","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Georgia Kaoura","raw_affiliation_strings":["Management Information Systems and Business Intelligence Lab, University of Patras, University Campus, 26500, Rio, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management Information Systems and Business Intelligence Lab, University of Patras, University Campus, 26500, Rio, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036750321","display_name":"Konstantinos Kovas","orcid":"https://orcid.org/0009-0000-4674-6092"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Kovas","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, University Campus, 26500, Rio, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, University Campus, 26500, Rio, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060213870","display_name":"Basilis Boutsinas","orcid":"https://orcid.org/0000-0003-4468-702X"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Basilis Boutsinas","raw_affiliation_strings":["Management Information Systems and Business Intelligence Lab, University of Patras, University Campus, 26500, Rio, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Management Information Systems and Business Intelligence Lab, University of Patras, University Campus, 26500, Rio, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046246683","display_name":"Ioannis Hatzilygeroudis","orcid":"https://orcid.org/0000-0002-4036-9369"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Hatzilygeroudis","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, University Campus, 26500, Rio, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, University Campus, 26500, Rio, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015902816"],"corresponding_institution_ids":["https://openalex.org/I174878644"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":2.3241,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90408064,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"67","issue":"1","first_page":"371","last_page":"401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9829000234603882,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.96670001745224,"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/autism","display_name":"Autism","score":0.693696916103363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48676323890686035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.470203697681427},{"id":"https://openalex.org/keywords/spectrum","display_name":"Spectrum (functional analysis)","score":0.45305293798446655},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.4366248548030853},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3233248293399811},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.32137346267700195},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.17643606662750244}],"concepts":[{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.693696916103363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48676323890686035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.470203697681427},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.45305293798446655},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.4366248548030853},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3233248293399811},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.32137346267700195},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.17643606662750244},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-024-02228-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-024-02228-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-024-02228-x.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10115-024-02228-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-024-02228-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-024-02228-x.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310968","display_name":"University of Patras","ror":"https://ror.org/017wvtq80"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402709896.pdf","grobid_xml":"https://content.openalex.org/works/W4402709896.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W51251913","https://openalex.org/W1608768459","https://openalex.org/W1975890566","https://openalex.org/W1985816353","https://openalex.org/W1987869189","https://openalex.org/W1991891961","https://openalex.org/W2013971533","https://openalex.org/W2014237631","https://openalex.org/W2026265322","https://openalex.org/W2040109673","https://openalex.org/W2053477750","https://openalex.org/W2059864441","https://openalex.org/W2090694501","https://openalex.org/W2093894711","https://openalex.org/W2098250644","https://openalex.org/W2099753123","https://openalex.org/W2100115309","https://openalex.org/W2100175929","https://openalex.org/W2102805256","https://openalex.org/W2103037286","https://openalex.org/W2124362004","https://openalex.org/W2126385963","https://openalex.org/W2157439970","https://openalex.org/W2159151568","https://openalex.org/W2159904898","https://openalex.org/W2167985173","https://openalex.org/W2176160003","https://openalex.org/W2313300145","https://openalex.org/W2324042828","https://openalex.org/W2336445786","https://openalex.org/W2400808362","https://openalex.org/W2585495530","https://openalex.org/W2897939857","https://openalex.org/W2971367735","https://openalex.org/W2997181101","https://openalex.org/W3131609000","https://openalex.org/W3138771162","https://openalex.org/W4205738587","https://openalex.org/W4225378106","https://openalex.org/W4226298061","https://openalex.org/W4236653231","https://openalex.org/W4246467802","https://openalex.org/W4256064584","https://openalex.org/W4281263014","https://openalex.org/W4281650340","https://openalex.org/W4283031351","https://openalex.org/W4285187659","https://openalex.org/W4292260461","https://openalex.org/W4293763832","https://openalex.org/W4293763852","https://openalex.org/W4295084456","https://openalex.org/W4297792843","https://openalex.org/W4300352878","https://openalex.org/W4312319073","https://openalex.org/W4319586795"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W4402326599","https://openalex.org/W2227393071","https://openalex.org/W1995350144","https://openalex.org/W2082102603","https://openalex.org/W2166141227","https://openalex.org/W3133980636","https://openalex.org/W4378085486","https://openalex.org/W4366602711"],"abstract_inverted_index":{"Combining":[0],"Rule-based":[1],"reasoning":[2,5],"and":[3,117],"Case-based":[4,54],"has":[6],"been":[7],"widely":[8],"used,":[9],"exhibiting":[10],"quite":[11],"successful":[12],"results,":[13],"since":[14],"they":[15],"have":[16],"complementary":[17],"capabilities.":[18],"A":[19],"system":[20,134],"that":[21,70],"can":[22],"utilize":[23],"both":[24,35],"approaches":[25],"could":[26],"potentially":[27],"take":[28,85],"advantage":[29],"of":[30,34,114,144],"the":[31,67,95,104,137],"positive":[32],"aspects":[33],"while":[36],"minimizing":[37],"their":[38],"negative":[39],"aspects.":[40],"In":[41],"this":[42,64],"paper,":[43],"we":[44],"propose":[45],"a":[46,75,99,115,118],"hybrid":[47,76,139],"reasoner":[48],"which":[49,91],"combines":[50],"Rule":[51],"based":[52,135],"reasoning,":[53,55],"as":[56,58,111],"well":[57],"Process":[59,78],"Mining.":[60],"To":[61],"our":[62],"knowledge,":[63],"work":[65],"is":[66,80,109,121],"first":[68],"one":[69],"incorporates":[71],"process":[72,100,116,119,125],"modeling":[73],"in":[74,82],"reasoner.":[77],"Mining":[79],"used":[81],"order":[83],"to":[84],"into":[86],"consideration":[87],"possible":[88],"future":[89],"facts,":[90],"are":[92],"justified":[93],"by":[94,103,123],"current":[96],"ones":[97],"through":[98],"model":[101,120],"extracted":[102,122],"cases":[105],"themselves.":[106],"Each":[107],"case":[108],"considered":[110],"an":[112,132],"instance":[113],"applying":[124],"mining":[126],"techniques.":[127],"We":[128],"also":[129],"present":[130],"PAVEFS,":[131],"intelligent":[133],"on":[136],"proposed":[138],"reasoner,":[140],"supporting":[141],"personalized":[142],"provision":[143],"services":[145],"for":[146],"individuals":[147],"facing":[148],"autism":[149],"spectrum":[150],"disorders.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}