{"id":"https://openalex.org/W1482962524","doi":"https://doi.org/10.1007/3-540-58495-1_42","title":"Learning problem-oriented decision structures from decision rules: The AQDT-2 system","display_name":"Learning problem-oriented decision structures from decision rules: The AQDT-2 system","publication_year":1994,"publication_date":"1994-01-01","ids":{"openalex":"https://openalex.org/W1482962524","doi":"https://doi.org/10.1007/3-540-58495-1_42","mag":"1482962524"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-58495-1_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-58495-1_42","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5108082211","display_name":"Ryszard S. Michalski","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryszard S. Michalski","raw_affiliation_strings":["Center for Artificial Intelligence, George Mason University, 22030, Fairfax, VA","George Mason University"],"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence, George Mason University, 22030, Fairfax, VA","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"George Mason University","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009516719","display_name":"Ibrahim F. Imam","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ibrahim F. Imam","raw_affiliation_strings":["Center for Artificial Intelligence, George Mason University, 22030, Fairfax, VA","George Mason University"],"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence, George Mason University, 22030, Fairfax, VA","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"George Mason University","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108082211"],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0023,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.89342404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"416","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10395","display_name":"Construction Project Management and Performance","score":0.9643999934196472,"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"}},"topics":[{"id":"https://openalex.org/T10395","display_name":"Construction Project Management and Performance","score":0.9643999934196472,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.955299973487854,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.9347000122070312,"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":0.7961935997009277},{"id":"https://openalex.org/keywords/decision-engineering","display_name":"Decision engineering","score":0.6871387362480164},{"id":"https://openalex.org/keywords/decision-rule","display_name":"Decision rule","score":0.6111109256744385},{"id":"https://openalex.org/keywords/evidential-reasoning-approach","display_name":"Evidential reasoning approach","score":0.6030406951904297},{"id":"https://openalex.org/keywords/decision-analysis","display_name":"Decision analysis","score":0.5458025932312012},{"id":"https://openalex.org/keywords/influence-diagram","display_name":"Influence diagram","score":0.5271978974342346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5148078799247742},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.505104124546051},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4784007966518402},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4665180444717407},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45971113443374634},{"id":"https://openalex.org/keywords/decision-problem","display_name":"Decision problem","score":0.4544033706188202},{"id":"https://openalex.org/keywords/optimal-decision","display_name":"Optimal decision","score":0.4458343982696533},{"id":"https://openalex.org/keywords/decision-process","display_name":"Decision process","score":0.4254007935523987},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.2209727168083191},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19674313068389893},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11677709221839905}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7961935997009277},{"id":"https://openalex.org/C135115379","wikidata":"https://www.wikidata.org/wiki/Q2750514","display_name":"Decision engineering","level":4,"score":0.6871387362480164},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.6111109256744385},{"id":"https://openalex.org/C156201811","wikidata":"https://www.wikidata.org/wiki/Q5418360","display_name":"Evidential reasoning approach","level":4,"score":0.6030406951904297},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.5458025932312012},{"id":"https://openalex.org/C20837028","wikidata":"https://www.wikidata.org/wiki/Q623966","display_name":"Influence diagram","level":3,"score":0.5271978974342346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5148078799247742},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.505104124546051},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4784007966518402},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4665180444717407},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45971113443374634},{"id":"https://openalex.org/C115988155","wikidata":"https://www.wikidata.org/wiki/Q3262192","display_name":"Decision problem","level":2,"score":0.4544033706188202},{"id":"https://openalex.org/C150325174","wikidata":"https://www.wikidata.org/wiki/Q4335500","display_name":"Optimal decision","level":3,"score":0.4458343982696533},{"id":"https://openalex.org/C2984634286","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision process","level":2,"score":0.4254007935523987},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2209727168083191},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19674313068389893},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11677709221839905},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/3-540-58495-1_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-58495-1_42","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.49.3302","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.49.3302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mli.gmu.edu/papers/mli94-28.ps","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W180273613","https://openalex.org/W1171100998","https://openalex.org/W1570286060","https://openalex.org/W1596324102","https://openalex.org/W1602363634","https://openalex.org/W2056751685","https://openalex.org/W2110414574","https://openalex.org/W2154389358","https://openalex.org/W2159047538","https://openalex.org/W2335322260","https://openalex.org/W4231714611","https://openalex.org/W4235570552","https://openalex.org/W4245119805","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2376574686","https://openalex.org/W2369814984","https://openalex.org/W787402332","https://openalex.org/W4306181635","https://openalex.org/W2009277148","https://openalex.org/W3108582778","https://openalex.org/W4315588286","https://openalex.org/W1496965390","https://openalex.org/W82626187","https://openalex.org/W4225697222"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}