{"id":"https://openalex.org/W2013210056","doi":"https://doi.org/10.1016/s0020-7373(05)80044-6","title":"Decision analysis techniques for knowledge acquisition: combining information and preferences using Aquinas and Axotl","display_name":"Decision analysis techniques for knowledge acquisition: combining information and preferences using Aquinas and Axotl","publication_year":1990,"publication_date":"1990-02-01","ids":{"openalex":"https://openalex.org/W2013210056","doi":"https://doi.org/10.1016/s0020-7373(05)80044-6","mag":"2013210056"},"language":"en","primary_location":{"id":"doi:10.1016/s0020-7373(05)80044-6","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0020-7373(05)80044-6","pdf_url":null,"source":{"id":"https://openalex.org/S4210225790","display_name":"International Journal of Man-Machine Studies","issn_l":"0020-7373","issn":["0020-7373","1879-3614"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319955","host_organization_name":"Academic Press","host_organization_lineage":["https://openalex.org/P4310319955","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Academic Press","Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Man-Machine Studies","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/A5020025957","display_name":"Jeffrey M. Bradshaw","orcid":"https://orcid.org/0000-0003-0110-8104"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeffrey M. Bradshaw","raw_affiliation_strings":["Advanced Technology Center, Boeing Computer Services, P.O. Box 24346, M/S 7L-64, Seattle, Washington 98124 USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Technology Center, Boeing Computer Services, P.O. Box 24346, M/S 7L-64, Seattle, Washington 98124 USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039056670","display_name":"John H. Boose","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John H. Boose","raw_affiliation_strings":["Advanced Technology Center, Boeing Computer Services, P.O. Box 24346, M/S 7L-64, Seattle, Washington 98124 USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Technology Center, Boeing Computer Services, P.O. Box 24346, M/S 7L-64, Seattle, Washington 98124 USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.7352,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.97844934,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"32","issue":"2","first_page":"121","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9715999960899353,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9715999960899353,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.958899974822998,"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/T13777","display_name":"Cognitive and psychological constructs research","score":0.9236999750137329,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.7879219055175781},{"id":"https://openalex.org/keywords/decision-analysis","display_name":"Decision analysis","score":0.6032993197441101},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5870752334594727},{"id":"https://openalex.org/keywords/decision-field-theory","display_name":"Decision field theory","score":0.5384213328361511},{"id":"https://openalex.org/keywords/personal-construct-theory","display_name":"Personal construct theory","score":0.5207979083061218},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5119965672492981},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.5084022879600525},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.48114097118377686},{"id":"https://openalex.org/keywords/decision-theory","display_name":"Decision theory","score":0.4808295965194702},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4787787199020386},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4419128894805908},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42841508984565735},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.40063899755477905},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.36474642157554626},{"id":"https://openalex.org/keywords/decision-engineering","display_name":"Decision engineering","score":0.3471415042877197},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.3443062901496887},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.32950425148010254},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17875167727470398},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14047157764434814},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10157045722007751},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.09900158643722534}],"concepts":[{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.7879219055175781},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.6032993197441101},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5870752334594727},{"id":"https://openalex.org/C64431516","wikidata":"https://www.wikidata.org/wiki/Q5249235","display_name":"Decision field theory","level":5,"score":0.5384213328361511},{"id":"https://openalex.org/C2778566719","wikidata":"https://www.wikidata.org/wiki/Q1972973","display_name":"Personal construct theory","level":2,"score":0.5207979083061218},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5119965672492981},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.5084022879600525},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.48114097118377686},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.4808295965194702},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4787787199020386},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4419128894805908},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42841508984565735},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40063899755477905},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.36474642157554626},{"id":"https://openalex.org/C135115379","wikidata":"https://www.wikidata.org/wiki/Q2750514","display_name":"Decision engineering","level":4,"score":0.3471415042877197},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.3443062901496887},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.32950425148010254},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17875167727470398},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14047157764434814},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10157045722007751},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.09900158643722534},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/s0020-7373(05)80044-6","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0020-7373(05)80044-6","pdf_url":null,"source":{"id":"https://openalex.org/S4210225790","display_name":"International Journal of Man-Machine Studies","issn_l":"0020-7373","issn":["0020-7373","1879-3614"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319955","host_organization_name":"Academic Press","host_organization_lineage":["https://openalex.org/P4310319955","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Academic Press","Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Man-Machine Studies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7799999713897705,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":154,"referenced_works":["https://openalex.org/W13520770","https://openalex.org/W22753833","https://openalex.org/W26271068","https://openalex.org/W33068274","https://openalex.org/W62944248","https://openalex.org/W63161240","https://openalex.org/W73484287","https://openalex.org/W75589411","https://openalex.org/W88765238","https://openalex.org/W113489683","https://openalex.org/W177338157","https://openalex.org/W575646899","https://openalex.org/W603924375","https://openalex.org/W604816037","https://openalex.org/W609173189","https://openalex.org/W655942777","https://openalex.org/W1496832333","https://openalex.org/W1510897300","https://openalex.org/W1517329556","https://openalex.org/W1519781045","https://openalex.org/W1524408956","https://openalex.org/W1525110644","https://openalex.org/W1527859954","https://openalex.org/W1547360557","https://openalex.org/W1548573677","https://openalex.org/W1555753463","https://openalex.org/W1570766874","https://openalex.org/W1586883016","https://openalex.org/W1590224273","https://openalex.org/W1591162926","https://openalex.org/W1601905586","https://openalex.org/W1967361629","https://openalex.org/W1973950634","https://openalex.org/W1980190485","https://openalex.org/W1983058960","https://openalex.org/W1983157554","https://openalex.org/W1985164764","https://openalex.org/W1994804136","https://openalex.org/W1997595419","https://openalex.org/W2000255081","https://openalex.org/W2001863269","https://openalex.org/W2002367153","https://openalex.org/W2003240077","https://openalex.org/W2011851756","https://openalex.org/W2012732645","https://openalex.org/W2013578649","https://openalex.org/W2016139069","https://openalex.org/W2019385679","https://openalex.org/W2020359603","https://openalex.org/W2026000446","https://openalex.org/W2028076981","https://openalex.org/W2029536189","https://openalex.org/W2032345485","https://openalex.org/W2036697731","https://openalex.org/W2036895327","https://openalex.org/W2045259310","https://openalex.org/W2045830397","https://openalex.org/W2059372149","https://openalex.org/W2061519380","https://openalex.org/W2062320350","https://openalex.org/W2063760437","https://openalex.org/W2077957076","https://openalex.org/W2078115429","https://openalex.org/W2083993969","https://openalex.org/W2085196316","https://openalex.org/W2089536633","https://openalex.org/W2097116200","https://openalex.org/W2102279958","https://openalex.org/W2105501696","https://openalex.org/W2110416104","https://openalex.org/W2113332236","https://openalex.org/W2121147538","https://openalex.org/W2134547831","https://openalex.org/W2143075689","https://openalex.org/W2144374026","https://openalex.org/W2144501820","https://openalex.org/W2157253272","https://openalex.org/W2159047538","https://openalex.org/W2159746264","https://openalex.org/W2170265979","https://openalex.org/W2173593652","https://openalex.org/W2173775520","https://openalex.org/W2178180439","https://openalex.org/W2210730408","https://openalex.org/W2267984157","https://openalex.org/W2313184880","https://openalex.org/W2316132413","https://openalex.org/W2335322260","https://openalex.org/W2404315390","https://openalex.org/W2406327145","https://openalex.org/W2475452712","https://openalex.org/W2480607372","https://openalex.org/W2531563875","https://openalex.org/W2567571404","https://openalex.org/W2570774740","https://openalex.org/W2622240330","https://openalex.org/W2626618164","https://openalex.org/W2741330206","https://openalex.org/W2767760515","https://openalex.org/W2886362482","https://openalex.org/W2912937828","https://openalex.org/W2914789322","https://openalex.org/W2955993138","https://openalex.org/W2963047018","https://openalex.org/W2963218105","https://openalex.org/W2963544229","https://openalex.org/W2963774670","https://openalex.org/W2964006511","https://openalex.org/W4242012000","https://openalex.org/W4289258965","https://openalex.org/W6600541929","https://openalex.org/W6600921611","https://openalex.org/W6601093276","https://openalex.org/W6602489796","https://openalex.org/W6603068289","https://openalex.org/W6604596589","https://openalex.org/W6607207955","https://openalex.org/W6630888214","https://openalex.org/W6631077259","https://openalex.org/W6631354304","https://openalex.org/W6631421068","https://openalex.org/W6631580445","https://openalex.org/W6632456637","https://openalex.org/W6633207391","https://openalex.org/W6634202448","https://openalex.org/W6634664096","https://openalex.org/W6635462986","https://openalex.org/W6635583813","https://openalex.org/W6636088053","https://openalex.org/W6637077336","https://openalex.org/W6637928015","https://openalex.org/W6646622907","https://openalex.org/W6649640854","https://openalex.org/W6661903067","https://openalex.org/W6665954060","https://openalex.org/W6675749277","https://openalex.org/W6677975582","https://openalex.org/W6680958071","https://openalex.org/W6683229354","https://openalex.org/W6685260205","https://openalex.org/W6685327196","https://openalex.org/W6685489536","https://openalex.org/W6685535097","https://openalex.org/W6688502190","https://openalex.org/W6693762170","https://openalex.org/W6721612723","https://openalex.org/W6731240533","https://openalex.org/W6739367610","https://openalex.org/W6742039930","https://openalex.org/W6759073831","https://openalex.org/W6765485139","https://openalex.org/W6861235254","https://openalex.org/W6866279823","https://openalex.org/W7000428723"],"related_works":["https://openalex.org/W76277348","https://openalex.org/W2621513865","https://openalex.org/W2259218756","https://openalex.org/W2153139339","https://openalex.org/W4247612437","https://openalex.org/W4376527777","https://openalex.org/W2182339591","https://openalex.org/W181903397","https://openalex.org/W2063034261","https://openalex.org/W591901742"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}