{"id":"https://openalex.org/W2014694221","doi":"https://doi.org/10.1142/s0218213004001508","title":"CASE DISPATCHING VERSUS CASE-BASE MERGING: WHEN MCBR MATTERS","display_name":"CASE DISPATCHING VERSUS CASE-BASE MERGING: WHEN MCBR MATTERS","publication_year":2004,"publication_date":"2004-03-01","ids":{"openalex":"https://openalex.org/W2014694221","doi":"https://doi.org/10.1142/s0218213004001508","mag":"2014694221"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213004001508","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5048427371","display_name":"David Leake","orcid":"https://orcid.org/0000-0002-8666-3416"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"funder","lineage":["https://openalex.org/I4210119109","https://openalex.org/I4407990318","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"DAVID B. LEAKE","raw_affiliation_strings":["Computer Science Department, Lindley Hall 215, Indiana University, 150 S. Woodlawn Avenue, Bloomington, Indiana 47405, U.S.A."],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Lindley Hall 215, Indiana University, 150 S. Woodlawn Avenue, Bloomington, Indiana 47405, U.S.A.","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060644228","display_name":"Raja Sooriamurthi","orcid":"https://orcid.org/0009-0003-9128-1097"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"funder","lineage":["https://openalex.org/I4210119109","https://openalex.org/I4407990318","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"RAJA SOORIAMURTHI","raw_affiliation_strings":["Kelley School of Business, Business 540D, Indiana University, 1309 East 10th Street, Bloomington, Indiana 47405, U.S.A."],"affiliations":[{"raw_affiliation_string":"Kelley School of Business, Business 540D, Indiana University, 1309 East 10th Street, Bloomington, Indiana 47405, U.S.A.","institution_ids":["https://openalex.org/I4210119109"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.677,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":16,"citation_normalized_percentile":{"value":0.843268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":84,"max":85},"biblio":{"volume":"13","issue":"01","first_page":"237","last_page":"254"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9998,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9998,"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/T10260","display_name":"Software Engineering Research","score":0.9869,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9856,"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/base","display_name":"Base (topology)","score":0.7363449},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5813992}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.854064},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.7363449},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.70330256},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6748811},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.666892},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6637254},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.60387594},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5813992},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.51344836},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36478508},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29983184},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12663761},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213004001508","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":7,"referenced_works":["https://openalex.org/W1487906362","https://openalex.org/W1563716826","https://openalex.org/W1968097342","https://openalex.org/W1986828474","https://openalex.org/W2126385963","https://openalex.org/W4234482043","https://openalex.org/W51251913"],"related_works":["https://openalex.org/W2950341706","https://openalex.org/W2926426625","https://openalex.org/W2525690488","https://openalex.org/W2168206368","https://openalex.org/W2015014968","https://openalex.org/W1971137408","https://openalex.org/W1707715147","https://openalex.org/W1510052076","https://openalex.org/W1508184446","https://openalex.org/W100212728"],"abstract_inverted_index":{"Multi-case-base":[0],"reasoning":[1,5],"(MCBR)":[2],"extends":[3],"case-based":[4],"to":[6,32,39,53,63,153,176,197,214,234,236],"draw":[7],"on":[8],"multiple":[9],"case":[10,68,88],"bases":[11],"that":[12,106,123,137,221],"may":[13],"address":[14],"somewhat":[15],"different":[16,142],"tasks.":[17],"In":[18],"MCBR,":[19],"an":[20,73,80,109,130,185],"agent":[21],"selectively":[22],"supplements":[23],"its":[24],"own":[25],"case-base":[26,128,132,229],"as":[27,50],"needed,":[28],"by":[29,171,231],"dispatching":[30],"problems":[31,204],"external":[33,87,131,178],"case-bases":[34,57,156],"and":[35,82,129,205,218],"using":[36],"cross-case-base":[37,167],"adaptation":[38,168],"adjust":[40],"their":[41],"solutions":[42,119],"for":[43,101,124,133,227],"inter-case-base":[44],"differences.":[45],"MCBR":[46,114,148,172,196,222],"has":[47],"been":[48],"advocated":[49],"a":[51,94,125,134,158,224,237],"means":[52],"facilitate":[54],"handling":[55],"large":[56],"when":[58],"storage":[59,77],"is":[60,78,97,138,173,223],"limited,":[61],"or":[62],"enable":[64],"use":[65],"of":[66,112,118,187,192,195,203,207],"distributed":[67],"sources.":[69],"However,":[70],"this":[71,188,216],"raises":[72],"important":[74],"question:":[75],"When":[76],"not":[79],"issue,":[81],"the":[83,116,144,155,166,177,193,199],"cases":[84,179,233],"from":[85],"all":[86],"sources":[89],"could":[90],"be":[91],"merged":[92],"into":[93,157],"single":[95,159],"case-base,":[96],"there":[98],"any":[99],"reason":[100],"MCBR?":[102],"This":[103,161],"article":[104,183],"answers":[105],"question":[107],"with":[108],"experimental":[110,212],"assessment":[111],"how":[113],"affects":[115],"quality":[117],"generated.":[120],"It":[121,210],"demonstrates":[122,220],"given":[126],"local":[127,145],"task":[135,146],"environment":[136],"similar":[139],"to,":[140],"but":[141],"from,":[143],"environment,":[147],"can":[149],"improve":[150],"accuracy":[151],"compared":[152],"merging":[154],"case-base.":[160,238],"improvement":[162],"holds":[163],"even":[164],"if":[165],"method":[169],"used":[170],"also":[174,219],"applied":[175],"before":[180],"merging.":[181],"The":[182],"hypothesizes":[184],"explanation":[186],"behavior":[189],"in":[190],"terms":[191],"ability":[194],"exploit":[198],"tradeoffs":[200],"between":[201],"similarity":[202,206],"solution":[208],"contexts.":[209],"provides":[211],"evidence":[213],"support":[215],"hypothesis,":[217],"useful":[225],"framework":[226],"guiding":[228],"maintenance":[230],"selecting":[232],"add":[235]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2014694221","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-04-18T04:30:41.375487","created_date":"2016-06-24"}