{"id":"https://openalex.org/W1520328847","doi":null,"title":"Decision-Analytic Intelligent Systems: Automated Explanation and Knowledge Acquisition","display_name":"Decision-Analytic Intelligent Systems: Automated Explanation and Knowledge Acquisition","publication_year":1994,"publication_date":"1994-01-01","ids":{"openalex":"https://openalex.org/W1520328847","mag":"1520328847"},"language":"en","primary_location":{"id":"mag:1520328847","doi":null,"is_oa":false,"landing_page_url":"http://ci.nii.ac.jp/ncid/BA22050731","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},"volume":null,"type":"book","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/A5016611640","display_name":"David A. Klein","orcid":"https://orcid.org/0000-0001-8468-8516","observed_orcids":["https://orcid.org/0000-0001-8468-8516"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David Klein","raw_affiliation_strings":["Boston Univ, Boston, MA#TAB#"],"raw_orcid":"https://orcid.org/0000-0001-8468-8516","affiliations":[{"raw_affiliation_string":"Boston Univ, Boston, MA#TAB#","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016611640"],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":null,"apc_paid":null,"fwci":1.358,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.83206107,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"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/T11734","display_name":"Decision Support System Applications","score":0.43140000104904175,"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"}},"topics":[{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":0.43140000104904175,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.22509999573230743,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.10570000112056732,"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/decision-analysis","display_name":"decision analysis","score":0.9810000061988831},{"id":"https://openalex.org/keywords/intelligent-systems","display_name":"intelligent systems","score":0.6880000233650208},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"knowledge acquisition","score":0.996999979019165},{"id":"https://openalex.org/keywords/decision-models","display_name":"decision models","score":0.6620000004768372},{"id":"https://openalex.org/keywords/trade-offs","display_name":"trade-offs","score":0.39800000190734863},{"id":"https://openalex.org/keywords/marketing","display_name":"marketing","score":0.4050000011920929},{"id":"https://openalex.org/keywords/process-control","display_name":"process control","score":0.9990000128746033},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.675000011920929},{"id":"https://openalex.org/keywords/formal-mathematical-model","display_name":"formal mathematical model","score":0.6320000290870667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6877149939537048},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6563578248023987},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.636006772518158},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.5401474833488464},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.521612286567688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5175180435180664},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5153517127037048},{"id":"https://openalex.org/C44464901","wikidata":"https://www.wikidata.org/wiki/Q6770893","display_name":"Marketing and artificial intelligence","level":3,"score":0.4720999598503113},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4702065587043762},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43201589584350586},{"id":"https://openalex.org/C59594135","wikidata":"https://www.wikidata.org/wiki/Q5249242","display_name":"Decision model","level":2,"score":0.4210602939128876},{"id":"https://openalex.org/C2984634286","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision process","level":2,"score":0.4107643663883209},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.375003457069397},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26247262954711914},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17821469902992249},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11063438653945923},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:1520328847","doi":null,"is_oa":false,"landing_page_url":"http://ci.nii.ac.jp/ncid/BA22050731","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4230431496","https://openalex.org/W2018598714","https://openalex.org/W168915974","https://openalex.org/W2143229765","https://openalex.org/W4416451102","https://openalex.org/W2013210056","https://openalex.org/W2523830537","https://openalex.org/W7099908374","https://openalex.org/W397811317","https://openalex.org/W2040291191"],"abstract_inverted_index":{"This":[0],"book":[1,148],"presents":[2],"a":[3,72,90,104,123],"framework":[4],"for":[5,23,44,74,81,127,136,141],"building":[6,75],"intelligent":[7,115],"systems":[8,32,80],"based":[9],"on":[10],"the":[11,97,100,179],"mathematical":[12,111],"decision":[13,95,166],"models":[14,112],"of":[15,92,99,125],"Decision":[16],"Analysis.":[17],"The":[18,147],"author":[19],"provides":[20,149],"new":[21],"techniques":[22,47],"automated":[24],"explanation":[25],"and":[26,59,140,172],"knowledge":[27],"acquisition":[28],"in":[29,38,48,55,67,113,133,183],"formally":[30,76],"sound":[31],"that":[33],"reason":[34],"about":[35],"complex":[36],"tradeoffs":[37],"decisions.":[39],"Also":[40],"included":[41],"are":[42],"specifications":[43],"implementing":[45],"these":[46],"computer":[49],"programs,":[50],"along":[51],"with":[52,64,87,162,165,169],"demonstration":[53],"applications":[54,88],"marketing,":[56],"process":[57],"control,":[58],"medicine.":[60],"Readers":[63],"an":[65],"interest":[66],"artificial":[68,163],"intelligence":[69],"will":[70,121],"gain":[71],"foundation":[73],"justifiable,":[77],"intelligible,":[78],"modifiable":[79],"computing":[82],"decisions":[83],"involving":[84],"multiple":[85],"considerations,":[86],"across":[89],"variety":[91],"domains.":[93],"Beyond":[94],"models,":[96],"methodology":[98],"work":[101],"reported":[102],"suggests":[103],"more":[105],"general":[106],"approach":[107],"to":[108,131,153,177],"employing":[109],"formal":[110],"transparent":[114],"systems.":[116],"Decision-analysis":[119],"experts":[120],"find":[122],"collection":[124],"methods":[126],"explaining":[128],"decision-analytic":[129],"advice":[130],"clients":[132],"intuitive":[134],"terms,":[135],"simplifying":[137],"parameter":[138],"assessment,":[139],"managing":[142],"changing":[143],"preferences":[144],"over":[145],"time.":[146],"sufficient":[150],"background":[151],"material":[152,174],"promote":[154],"understanding":[155],"by":[156],"readers":[157],"who":[158],"may":[159],"be":[160],"unfamiliar":[161],"intelligence,":[164],"analysis,":[167],"or":[168],"both":[170],"fields,":[171],"such":[173],"is":[175],"labeled":[176],"increase":[178],"well-versed":[180],"reader's":[181],"efficiency":[182],"skipping":[184],"particular":[185],"sections.":[186]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2016-06-24T00:00:00"}
