{"id":"https://openalex.org/W4213039846","doi":"https://doi.org/10.4018/ijsds.2021070102","title":"Representative Case-Based Retrieval to Support Case-Based Reasoning for Prediction","display_name":"Representative Case-Based Retrieval to Support Case-Based Reasoning for Prediction","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W4213039846","doi":"https://doi.org/10.4018/ijsds.2021070102"},"language":"en","primary_location":{"id":"doi:10.4018/ijsds.2021070102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsds.2021070102","pdf_url":null,"source":{"id":"https://openalex.org/S11317544","display_name":"International Journal of Strategic Decision Sciences","issn_l":"1947-8569","issn":["1947-8569","1947-8577"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Strategic Decision Sciences","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/A5087534523","display_name":"Abdelhak Mansoul","orcid":null},"institutions":[{"id":"https://openalex.org/I98962006","display_name":"University of Skikda","ror":"https://ror.org/02571vj15","country_code":"DZ","type":"education","lineage":["https://openalex.org/I98962006"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Abdelhak Mansoul","raw_affiliation_strings":["University 20 August 1955, Skikda, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University 20 August 1955, Skikda, Algeria","institution_ids":["https://openalex.org/I98962006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026059680","display_name":"Baghdad Atmani","orcid":"https://orcid.org/0000-0003-4725-0827"},"institutions":[{"id":"https://openalex.org/I137407579","display_name":"Universit\u00e9 Oran 1 Ahmed Ben Bella","ror":"https://ror.org/059et2b68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I137407579"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Baghdad Atmani","raw_affiliation_strings":["Laboratoire d'Informatique d'Oran (LIO), University of Oran 1, Oran, Algeria"],"raw_orcid":"https://orcid.org/0000-0003-4725-0827","affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique d'Oran (LIO), University of Oran 1, Oran, Algeria","institution_ids":["https://openalex.org/I137407579"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087534523"],"corresponding_institution_ids":["https://openalex.org/I98962006"],"apc_list":null,"apc_paid":null,"fwci":0.2847,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68055299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"12","issue":"3","first_page":"14","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14484","display_name":"Technology and Data Analysis","score":0.9128000140190125,"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/T14484","display_name":"Technology and Data Analysis","score":0.9128000140190125,"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/case-based-reasoning","display_name":"Case-based reasoning","score":0.8893227577209473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7807220816612244},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7060478925704956},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6380515694618225},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6284592747688293},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5167171359062195},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48403066396713257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48179692029953003},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40920281410217285}],"concepts":[{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.8893227577209473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7807220816612244},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7060478925704956},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6380515694618225},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6284592747688293},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5167171359062195},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48403066396713257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48179692029953003},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40920281410217285},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijsds.2021070102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsds.2021070102","pdf_url":null,"source":{"id":"https://openalex.org/S11317544","display_name":"International Journal of Strategic Decision Sciences","issn_l":"1947-8569","issn":["1947-8569","1947-8577"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Strategic Decision Sciences","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jsds00:v:12:y:2021:i:3:p:14-35","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJSDS.2021070102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2085384747","https://openalex.org/W2106071040","https://openalex.org/W2088166309","https://openalex.org/W4312133475","https://openalex.org/W4238976562","https://openalex.org/W2276587472","https://openalex.org/W1835907303","https://openalex.org/W4248323080","https://openalex.org/W2615795876","https://openalex.org/W2049612369"],"abstract_inverted_index":{"Case-based":[0],"reasoning":[1,61],"(CBR)":[2],"is":[3,17,104,118],"used":[4,19,105],"to":[5,53,76,78,128,134],"resolve":[6],"a":[7,55,64,90,100,107,114,124,129,136,152],"new":[8],"problem":[9],"by":[10],"searching":[11],"in":[12,28],"past":[13],"similar":[14],"situations.":[15],"It":[16],"widely":[18],"for":[20,144],"prediction.":[21,83],"However,":[22],"CBR":[23,77,141,167],"induces":[24],"many":[25],"shortcomings,":[26],"particularly":[27],"its":[29],"retrieval":[30,58,117],"phase.":[31],"Many":[32],"methods":[33,51],"and":[34,59,106,156,168],"techniques":[35],"were":[36],"provided,":[37],"but":[38],"have":[39],"influenced":[40],"differently":[41],"the":[42,45,87,122,146,165,170,173],"effectiveness":[43],"of":[44,172],"deduced":[46],"results.":[47],"Also,":[48],"hybridizing":[49,94],"different":[50],"emerged":[52],"get":[54],"better":[56],"information":[57],"this":[60,85],"manner":[62],"becomes":[63],"ubiquitous":[65],"issue.":[66],"The":[67,149],"present":[68],"study":[69,88],"has":[70],"as":[71],"an":[72,157],"objective":[73],"lending":[74],"support":[75],"enable":[79],"enhanced":[80],"retrieving":[81],"valid":[82],"For":[84],"purpose,":[86],"proposes":[89],"methodology":[91],"based":[92],"on":[93],"data":[95,101,132],"mining":[96,102],"with":[97],"CBR.":[98],"Thereby,":[99],"model":[103],"reduced":[108,137],"search":[109],"space":[110],"solution":[111],"before":[112],"processing":[113],"CBR's":[115],"prediction":[116],"proposed.":[119],"To":[120],"assess":[121],"approach,":[123],"clustering":[125],"was":[126],"applied":[127],"car":[130,147],"safety":[131],"set":[133],"generate":[135],"case":[138],"base.":[139],"Then":[140],"uses":[142],"it":[143],"predicting":[145],"safety.":[148],"results":[150],"show":[151],"precision":[153],"over":[154,159,164],"80%":[155],"accuracy":[158],"82%,":[160],"which":[161],"are":[162],"well":[163],"classical":[166],"indicate":[169],"relevance":[171],"approach.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}