{"id":"https://openalex.org/W2129942349","doi":"https://doi.org/10.1109/prdc.2004.1276590","title":"Improving AI systems' dependability by utilizing historical knowledge","display_name":"Improving AI systems' dependability by utilizing historical knowledge","publication_year":2004,"publication_date":"2004-06-10","ids":{"openalex":"https://openalex.org/W2129942349","doi":"https://doi.org/10.1109/prdc.2004.1276590","mag":"2129942349"},"language":"en","primary_location":{"id":"doi:10.1109/prdc.2004.1276590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/prdc.2004.1276590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10th IEEE Pacific Rim International Symposium on Dependable Computing, 2004. Proceedings.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2000/5446","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086063823","display_name":"Rainer Knauf","orcid":"https://orcid.org/0000-0001-8795-6360"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"R. Knauf","raw_affiliation_strings":["School of Computer Science and Automation, Chair of Artificial Intelligence, Technical University Ilmenau, Ilmenau, Germany","Sch. of Comput. Sci. & Autom., Tech. Univ. of Ilmenau, Germany"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Automation, Chair of Artificial Intelligence, Technical University Ilmenau, Ilmenau, Germany","institution_ids":["https://openalex.org/I119449181"]},{"raw_affiliation_string":"Sch. of Comput. Sci. & Autom., Tech. Univ. of Ilmenau, Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112624843","display_name":"Setsuo Tsuruta","orcid":null},"institutions":[{"id":"https://openalex.org/I165522056","display_name":"Tokyo Denki University","ror":"https://ror.org/01pa62v70","country_code":"JP","type":"education","lineage":["https://openalex.org/I165522056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"S. Tsuruta","raw_affiliation_strings":["School of Information Environment, Tokyo Denki University, Inzai, Chiba, Japan","TOKYO DENKI UNIVERSITY"],"affiliations":[{"raw_affiliation_string":"School of Information Environment, Tokyo Denki University, Inzai, Chiba, Japan","institution_ids":["https://openalex.org/I165522056"]},{"raw_affiliation_string":"TOKYO DENKI UNIVERSITY","institution_ids":["https://openalex.org/I165522056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112582281","display_name":"H. Ihara","orcid":null},"institutions":[{"id":"https://openalex.org/I165522056","display_name":"Tokyo Denki University","ror":"https://ror.org/01pa62v70","country_code":"JP","type":"education","lineage":["https://openalex.org/I165522056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"H. Ihara","raw_affiliation_strings":["School of Information Environment, Tokyo Denki University, Inzai, Chiba, Japan","TOKYO DENKI UNIVERSITY"],"affiliations":[{"raw_affiliation_string":"School of Information Environment, Tokyo Denki University, Inzai, Chiba, Japan","institution_ids":["https://openalex.org/I165522056"]},{"raw_affiliation_string":"TOKYO DENKI UNIVERSITY","institution_ids":["https://openalex.org/I165522056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052604050","display_name":"Avelino J. Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-8965-2552"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A.J. Gonzalez","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","UNIVERSITY OF CENTRAL FLORIDA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"UNIVERSITY OF CENTRAL FLORIDA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081540778","display_name":"Torsten Kurbad","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T. Kurbad","raw_affiliation_strings":["TK-WebArt, Gro\u00dfbodungen, Germany","TK-WebArt"],"affiliations":[{"raw_affiliation_string":"TK-WebArt, Gro\u00dfbodungen, Germany","institution_ids":[]},{"raw_affiliation_string":"TK-WebArt","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086063823"],"corresponding_institution_ids":["https://openalex.org/I119449181"],"apc_list":null,"apc_paid":null,"fwci":2.3127,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89881201,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"343","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.996999979019165,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.996999979019165,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9815999865531921,"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/computer-science","display_name":"Computer science","score":0.8192559480667114},{"id":"https://openalex.org/keywords/dependability","display_name":"Dependability","score":0.7732155323028564},{"id":"https://openalex.org/keywords/validator","display_name":"Validator","score":0.7551654577255249},{"id":"https://openalex.org/keywords/turing-test","display_name":"Turing test","score":0.5521565079689026},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.5438817143440247},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.439649373292923},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.38091886043548584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3674861788749695},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3276105523109436},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12498465180397034}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8192559480667114},{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.7732155323028564},{"id":"https://openalex.org/C35292069","wikidata":"https://www.wikidata.org/wiki/Q1575458","display_name":"Validator","level":2,"score":0.7551654577255249},{"id":"https://openalex.org/C577917","wikidata":"https://www.wikidata.org/wiki/Q189223","display_name":"Turing test","level":2,"score":0.5521565079689026},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.5438817143440247},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.439649373292923},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.38091886043548584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3674861788749695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3276105523109436},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12498465180397034},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/prdc.2004.1276590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/prdc.2004.1276590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10th IEEE Pacific Rim International Symposium on Dependable Computing, 2004. Proceedings.","raw_type":"proceedings-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-6445","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/5446","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2000s","raw_type":"text"},{"id":"pmh:oai:www.db-thueringen.de:dbt_mods_00004306","is_oa":true,"landing_page_url":"http://uri.gbv.de/document/gvk:ppn:497769204","pdf_url":null,"source":{"id":"https://openalex.org/S4306400120","display_name":"Common Library Network (Der Gemeinsame Bibliotheksverbund)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210149878","host_organization_name":"Verbundzentrale des GBV","host_organization_lineage":["https://openalex.org/I4210149878"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-6445","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/5446","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2000s","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W229019754","https://openalex.org/W1552124635","https://openalex.org/W1569549015","https://openalex.org/W1602898305","https://openalex.org/W1981311312","https://openalex.org/W2001771035","https://openalex.org/W2011659977","https://openalex.org/W2072640639","https://openalex.org/W2087549404","https://openalex.org/W2095823002","https://openalex.org/W2100108658","https://openalex.org/W2141409312","https://openalex.org/W2145482038","https://openalex.org/W2147344077","https://openalex.org/W2170010575","https://openalex.org/W2171955286","https://openalex.org/W2403495531","https://openalex.org/W3021638854","https://openalex.org/W6632838524","https://openalex.org/W6634156698","https://openalex.org/W6674495190","https://openalex.org/W6675253179","https://openalex.org/W6680946135","https://openalex.org/W6713574475"],"related_works":["https://openalex.org/W4318683744","https://openalex.org/W2910132097","https://openalex.org/W4375842390","https://openalex.org/W2383224865","https://openalex.org/W3136330736","https://openalex.org/W4401490379","https://openalex.org/W1600705311","https://openalex.org/W4392754416","https://openalex.org/W4292825312","https://openalex.org/W4283366772"],"abstract_inverted_index":{"A":[0],"Turing":[1,59],"test":[2],"is":[3,62,66,125],"a":[4,53,126,131,155],"promising":[5],"way":[6,15],"to":[7,16,27,103,115,130,139],"validate":[8],"AI":[9,95,160],"systems":[10],"which":[11],"usually":[12],"have":[13,33],"no":[14],"proof":[17],"correctness.":[18],"However,":[19],"human":[20,120,133],"experts":[21,109],"(validators)":[22],"are":[23,76,113],"often":[24],"too":[25],"busy":[26],"participate":[28],"in":[29,58],"it":[30],"and":[31,48,68,92],"sometimes":[32],"different":[34],"opinions":[35],"per":[36,41,149],"person":[37],"as":[38,40],"well":[39],"validation":[42,51,54,61,72,108,147],"session.":[43],"To":[44],"cope":[45],"with":[46],"these":[47],"increase":[49],"the":[50,83,137],"dependability,":[52],"knowledge":[55,148],"base":[56],"(VKB)":[57],"test-like":[60],"proposed.":[63],"The":[64],"VKB":[65],"constructed":[67],"maintained":[69],"across":[70],"various":[71],"sessions.":[73],"Primary":[74],"benefits":[75],"(1)":[77],"decreasing":[78],"validators'":[79],"workload,":[80],"(2)":[81],"refining":[82],"methodology":[84],"itself,":[85],"e.g.":[86,101],"selecting":[87],"dependable":[88,99,159],"validators":[89,143],"using":[90],"VKB,":[91],"(3)":[93],"increasing":[94],"systems'":[96],"dependabilities":[97],"through":[98],"validation,":[100],"support":[102],"identify":[104],"optimal":[105],"solutions.":[106],"Finally,":[107],"software":[110,127],"agents":[111],"(VESA)":[112],"introduced":[114],"further":[116],"break":[117],"limitations":[118],"of":[119],"validator's":[121],"dependability.":[122],"Each":[123],"VESA":[124],"agent":[128],"corresponding":[129,150],"particular":[132],"validator.":[134,151],"This":[135,152],"suggests":[136],"ability":[138],"systematically":[140],"\"construct\"":[141],"human-like":[142],"by":[144],"keeping":[145],"personal":[146],"will":[153],"bring":[154],"new":[156],"dimension":[157],"towards":[158],"systems.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}