{"id":"https://openalex.org/W4229805819","doi":"https://doi.org/10.7551/mitpress/9780262014809.003.0011","title":"Using Introspective Reasoning to Improve CBR System Performance","display_name":"Using Introspective Reasoning to Improve CBR System Performance","publication_year":2011,"publication_date":"2011-03-18","ids":{"openalex":"https://openalex.org/W4229805819","doi":"https://doi.org/10.7551/mitpress/9780262014809.003.0011"},"language":"en","primary_location":{"id":"doi:10.7551/mitpress/9780262014809.003.0011","is_oa":false,"landing_page_url":"https://doi.org/10.7551/mitpress/9780262014809.003.0011","pdf_url":null,"source":{"id":"https://openalex.org/S4306463997","display_name":"The MIT Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Metareasoning","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/A5076594164","display_name":"Josep Llu\u00eds Arcos","orcid":"https://orcid.org/0000-0001-7751-1210"},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josep Llu\u00eds Arcos","raw_affiliation_strings":["IIIA, Artificial Intelligence Research Institute CSIC, Spanish National Research Council Campus UAB 08193 Bellaterra, Spain"],"affiliations":[{"raw_affiliation_string":"IIIA, Artificial Intelligence Research Institute CSIC, Spanish National Research Council Campus UAB 08193 Bellaterra, Spain","institution_ids":["https://openalex.org/I4210131846","https://openalex.org/I134820265"]}]},{"author_position":"middle","author":{"id":null,"display_name":"O\u011fuz M\u00fcl\u00e2yim","orcid":null},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"O\u011fuz M\u00fcl\u00e2yim","raw_affiliation_strings":["IIIA, Artificial Intelligence Research Institute CSIC, Spanish National Research Council Campus UAB 08193 Bellaterra, Spain"],"affiliations":[{"raw_affiliation_string":"IIIA, Artificial Intelligence Research Institute CSIC, Spanish National Research Council Campus UAB 08193 Bellaterra, Spain","institution_ids":["https://openalex.org/I4210131846","https://openalex.org/I134820265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048427371","display_name":"David Leake","orcid":"https://orcid.org/0000-0002-8666-3416"},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"David B. Leake","raw_affiliation_strings":["IIIA, Artificial Intelligence Research Institute CSIC, Spanish National Research Council Campus UAB 08193 Bellaterra, Spain"],"affiliations":[{"raw_affiliation_string":"IIIA, Artificial Intelligence Research Institute CSIC, Spanish National Research Council Campus UAB 08193 Bellaterra, Spain","institution_ids":["https://openalex.org/I4210131846","https://openalex.org/I134820265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048427371"],"corresponding_institution_ids":["https://openalex.org/I134820265","https://openalex.org/I4210131846"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.33810255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"167","last_page":"182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.8741999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.8741999864578247,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.8607000112533569,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.8220999836921692,"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/introspection","display_name":"Introspection","score":0.9114811420440674},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5832997560501099},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37200579047203064},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.253223180770874},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.18746688961982727}],"concepts":[{"id":"https://openalex.org/C129671850","wikidata":"https://www.wikidata.org/wiki/Q210501","display_name":"Introspection","level":2,"score":0.9114811420440674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5832997560501099},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37200579047203064},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.253223180770874},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.18746688961982727}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7551/mitpress/9780262014809.003.0011","is_oa":false,"landing_page_url":"https://doi.org/10.7551/mitpress/9780262014809.003.0011","pdf_url":null,"source":{"id":"https://openalex.org/S4306463997","display_name":"The MIT Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Metareasoning","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G4786115336","display_name":null,"funder_award_id":"-SGR-","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G5209823702","display_name":null,"funder_award_id":"2005-SGR-00093","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"}],"funders":[{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1496210326","https://openalex.org/W1516415751","https://openalex.org/W1518937830","https://openalex.org/W1519470297","https://openalex.org/W1540659332","https://openalex.org/W1566873381","https://openalex.org/W1597929942","https://openalex.org/W1999304076","https://openalex.org/W2032680755","https://openalex.org/W2092496110","https://openalex.org/W2118957105","https://openalex.org/W2122111042","https://openalex.org/W2146059992","https://openalex.org/W4236943584","https://openalex.org/W4294415280"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4387404794","https://openalex.org/W2380479582","https://openalex.org/W4387405288","https://openalex.org/W4387404506","https://openalex.org/W2084234399","https://openalex.org/W4387405632","https://openalex.org/W162955351","https://openalex.org/W2484848127","https://openalex.org/W2368350589"],"abstract_inverted_index":{"Case-based":[0],"reasoning":[1,70],"(CBR)":[2],"is":[3],"a":[4,77,91],"problem-solving":[5],"methodology":[6],"that":[7,74,90,101],"exploits":[8],"prior":[9],"experiences":[10],"when":[11],"solving":[12],"new":[13,24],"problems,":[14],"retrieving":[15],"relevantly":[16],"similar":[17],"cases":[18],"and":[19,47,100],"adapting":[20],"them":[21],"to":[22,53,65,106,118],"fit":[23],"needs.":[25],"This":[26],"chapter":[27],"describes":[28],"an":[29,33],"approach":[30],"in":[31],"which":[32,120],"introspective":[34,69,116],"reasoner":[35],"monitors":[36],"the":[37,41,45,51,58,82,87,109,115],"CBR":[38,88],"process":[39],"with":[40],"goal":[42],"of":[43,50,61,86,98,111],"adjusting":[44],"retrieval":[46],"reuse":[48],"strategies":[49],"system":[52],"improve":[54],"solution":[55],"quality.":[56],"Among":[57],"novel":[59],"aspects":[60],"this":[62],"approach,":[63],"compared":[64],"previous":[66],"work":[67],"on":[68],"for":[71,80],"CBR,":[72],"are":[73],"it":[75,102],"applies":[76],"unified":[78],"model":[79],"improving":[81],"two":[83],"main":[84],"stages":[85],"process;":[89],"single":[92],"failure":[93],"may":[94],"prompt":[95],"multiple":[96],"forms":[97],"learning;":[99],"performs":[103],"internal":[104],"tests":[105],"empirically":[107],"assess":[108],"value":[110],"changes":[112],"proposed":[113],"by":[114],"reasoner,":[117],"determine":[119],"ones":[121],"should":[122],"be":[123],"retained.":[124]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
