{"id":"https://openalex.org/W2188700063","doi":null,"title":"Systematic Evaluation of Design Decisions in CBR Systems","display_name":"Systematic Evaluation of Design Decisions in CBR Systems","publication_year":1994,"publication_date":"1994-01-01","ids":{"openalex":"https://openalex.org/W2188700063","mag":"2188700063"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.49.1672","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.1672","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.cc.gatech.edu/pub/ai/ram/er-94-05.ps.Z","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5109081206","display_name":"Juan Carlos Santamaria","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Juan Carlos Santamaria","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5044452407","display_name":"Ashwin Ram","orcid":"https://orcid.org/0000-0003-1430-8770","observed_orcids":["https://orcid.org/0000-0003-1430-8770"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ashwin Ram","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1430-8770","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4711,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64612175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":1.0,"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":1.0,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0,"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/T10672","display_name":"Design Education and Practice","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.9779999852180481},{"id":"https://openalex.org/keywords/design-decisions","display_name":"design decisions","score":0.8029999732971191},{"id":"https://openalex.org/keywords/system-configuration","display_name":"system configuration","score":0.42800000309944153},{"id":"https://openalex.org/keywords/empirical-evaluation","display_name":"empirical evaluation","score":0.722000002861023},{"id":"https://openalex.org/keywords/statistical-analysis-of-experiments","display_name":"statistical analysis of experiments","score":0.7440000176429749},{"id":"https://openalex.org/keywords/domain-characteristics","display_name":"domain characteristics","score":0.5920000076293945},{"id":"https://openalex.org/keywords/performance-prediction","display_name":"performance prediction","score":0.7080000042915344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7474055290222168},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6104618310928345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.597223699092865},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5656453371047974},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5007257461547852},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4888105094432831},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.451078325510025},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.20592501759529114},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15345969796180725},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08599904179573059},{"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.49.1672","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.1672","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.cc.gatech.edu/pub/ai/ram/er-94-05.ps.Z","raw_type":"text"},{"id":"mag:2188700063","doi":null,"is_oa":false,"landing_page_url":"https://www.aaai.org/Papers/Workshops/1994/WS-94-01/WS94-01-005.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W52089736","https://openalex.org/W1517322531","https://openalex.org/W1539739406","https://openalex.org/W2037958061","https://openalex.org/W2057650923","https://openalex.org/W2400138769"],"related_works":["https://openalex.org/W7096384136","https://openalex.org/W7096741837","https://openalex.org/W2168693947","https://openalex.org/W1513685754","https://openalex.org/W188036248","https://openalex.org/W2670070240","https://openalex.org/W3176102412","https://openalex.org/W7099475751","https://openalex.org/W4401108199","https://openalex.org/W174549931"],"abstract_inverted_index":{"Two":[0],"important":[1],"goals":[2],"in":[3,21,34,50,67,117,146],"the":[4,15,18,22,32,35,38,63,76,101,104,112,115,120,125,130,142],"evaluation":[5,77],"of":[6,17,24,78,89,100,103,114,119,124],"an":[7,25],"AI":[8],"theory":[9,121],"or":[10],"model":[11],"are":[12,57,62],"to":[13,30,110,128,139,148],"assess":[14],"merit":[16],"design":[19,123],"decisions":[20],"performance":[23,36],"implemented":[26],"computer":[27],"system":[28,39,90,116,132,143],"and":[29,65,92,122,138,151],"analyze":[31],"impact":[33],"when":[37],"faces":[40],"problem":[41,152],"domains":[42,66],"with":[43,96],"different":[44],"characteristics.":[45],"This":[46,106],"is":[47],"particularly":[48],"difficult":[49],"case-based":[51,79],"reasoning":[52,80],"systems":[53,56,81],"because":[54],"such":[55],"typically":[58],"very":[59],"complex,":[60],"as":[61],"tasks":[64],"which":[68],"they":[69],"operate.":[70],"We":[71],"present":[72],"a":[73,87,135],"methodology":[74,107],"for":[75,134],"through":[82],"systematic":[83],"empirical":[84],"experimentation":[85],"over":[86],"range":[88],"configurations":[91],"environmental":[93],"conditions,":[94],"coupled":[95],"rigorous":[97],"statistical":[98],"analysis":[99],"results":[102],"experiments.":[105],"enables":[108],"us":[109],"understand":[111],"behavior":[113],"terms":[118],"computational":[126],"model,":[127],"select":[129],"best":[131],"configuration":[133],"given":[136],"domain,":[137],"predict":[140],"how":[141],"will":[144],"behave":[145],"response":[147],"changing":[149],"domain":[150],"characteristic...":[153]},"counts_by_year":[],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2016-06-24T00:00:00"}