{"id":"https://openalex.org/W2134061748","doi":"https://doi.org/10.1002/(sici)1099-1174(199612)5:4<217::aid-isaf111>3.0.co;2-9","title":"Organizing a Model Base of Linear Programming Models Using Analogical Processes","display_name":"Organizing a Model Base of Linear Programming Models Using Analogical Processes","publication_year":1996,"publication_date":"1996-12-01","ids":{"openalex":"https://openalex.org/W2134061748","doi":"https://doi.org/10.1002/(sici)1099-1174(199612)5:4<217::aid-isaf111>3.0.co;2-9","mag":"2134061748"},"language":"en","primary_location":{"id":"doi:10.1002/(sici)1099-1174(199612)5:4<217::aid-isaf111>3.0.co;2-9","is_oa":false,"landing_page_url":"https://doi.org/10.1002/(sici)1099-1174(199612)5:4<217::aid-isaf111>3.0.co;2-9","pdf_url":null,"source":{"id":"https://openalex.org/S4394735491","display_name":"Intelligent systems in accounting, finance and management/Intelligent systems in accounting, finance & management","issn_l":"1055-615X","issn":["1055-615X","1099-1174","1550-1949","2160-0074"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems in Accounting, Finance &amp; Management","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/A5066951677","display_name":"Ruth N. Schwartz","orcid":"https://orcid.org/0000-0003-4589-3773"},"institutions":[{"id":"https://openalex.org/I11786554","display_name":"Virginia State University","ror":"https://ror.org/04esvpn06","country_code":"US","type":"education","lineage":["https://openalex.org/I11786554"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ruth Schwartz","raw_affiliation_strings":["Virginia State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia State University, USA","institution_ids":["https://openalex.org/I11786554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079512282","display_name":"Frederic H. Murphy","orcid":null},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frederic Murphy","raw_affiliation_strings":["Temple University, USA","(Temple University, USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Temple University, USA","institution_ids":["https://openalex.org/I84392919"]},{"raw_affiliation_string":"(Temple University, USA)","institution_ids":["https://openalex.org/I84392919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066951677"],"corresponding_institution_ids":["https://openalex.org/I11786554"],"apc_list":{"value":2630,"currency":"USD","value_usd":2630},"apc_paid":null,"fwci":0.4256,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65960666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"4","first_page":"217","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9528999924659729,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9528999924659729,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"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":0.9480000138282776,"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/T10731","display_name":"Educational Games and Gamification","score":0.9383000135421753,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/computer-science","display_name":"Computer science","score":0.7204654216766357},{"id":"https://openalex.org/keywords/analogy","display_name":"Analogy","score":0.7173629999160767},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.6071805953979492},{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.575709342956543},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5267640352249146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5184295177459717},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5146949887275696},{"id":"https://openalex.org/keywords/analogical-reasoning","display_name":"Analogical reasoning","score":0.5058403015136719},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.46922004222869873},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.45476821064949036},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.4509423077106476},{"id":"https://openalex.org/keywords/cognitive-model","display_name":"Cognitive model","score":0.4461100995540619},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.4374869465827942},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4373975098133087},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34281405806541443},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1888817846775055},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1287274956703186},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10610473155975342}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7204654216766357},{"id":"https://openalex.org/C521332185","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogy","level":2,"score":0.7173629999160767},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.6071805953979492},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.575709342956543},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5267640352249146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5184295177459717},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5146949887275696},{"id":"https://openalex.org/C2985612853","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogical reasoning","level":3,"score":0.5058403015136719},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.46922004222869873},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.45476821064949036},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.4509423077106476},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.4461100995540619},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.4374869465827942},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4373975098133087},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34281405806541443},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1888817846775055},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1287274956703186},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10610473155975342},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/(sici)1099-1174(199612)5:4<217::aid-isaf111>3.0.co;2-9","is_oa":false,"landing_page_url":"https://doi.org/10.1002/(sici)1099-1174(199612)5:4<217::aid-isaf111>3.0.co;2-9","pdf_url":null,"source":{"id":"https://openalex.org/S4394735491","display_name":"Intelligent systems in accounting, finance and management/Intelligent systems in accounting, finance & management","issn_l":"1055-615X","issn":["1055-615X","1099-1174","1550-1949","2160-0074"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems in Accounting, Finance &amp; Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W77527358","https://openalex.org/W1511100504","https://openalex.org/W1525556286","https://openalex.org/W1586506912","https://openalex.org/W1897965554","https://openalex.org/W1964022656","https://openalex.org/W1967820519","https://openalex.org/W1980169328","https://openalex.org/W1990609886","https://openalex.org/W1994925058","https://openalex.org/W2004554833","https://openalex.org/W2005266523","https://openalex.org/W2006460686","https://openalex.org/W2010019297","https://openalex.org/W2016538209","https://openalex.org/W2032041500","https://openalex.org/W2035124077","https://openalex.org/W2040887547","https://openalex.org/W2048001980","https://openalex.org/W2048225703","https://openalex.org/W2062573246","https://openalex.org/W2066379186","https://openalex.org/W2069182223","https://openalex.org/W2079672838","https://openalex.org/W2079948417","https://openalex.org/W2080503801","https://openalex.org/W2093303258","https://openalex.org/W2109368681","https://openalex.org/W2127439930","https://openalex.org/W2132988045","https://openalex.org/W2146682017","https://openalex.org/W2149583522","https://openalex.org/W2151561260","https://openalex.org/W2155278486","https://openalex.org/W2156159857","https://openalex.org/W2915305438","https://openalex.org/W3121356970","https://openalex.org/W3121468666","https://openalex.org/W3125948729","https://openalex.org/W4230926437","https://openalex.org/W4247364125","https://openalex.org/W6631598456","https://openalex.org/W6660935406"],"related_works":["https://openalex.org/W1585721873","https://openalex.org/W1589583416","https://openalex.org/W2357162860","https://openalex.org/W2376511922","https://openalex.org/W4297883695","https://openalex.org/W1967663292","https://openalex.org/W1035131874","https://openalex.org/W2996819463","https://openalex.org/W2772445869","https://openalex.org/W2963393382"],"abstract_inverted_index":{"This":[0,35,78,97],"paper":[1],"describes":[2],"the":[3,23,38,61,102],"role":[4],"of":[5,16,22,43,66,108],"cognitive":[6,13],"psychology":[7,14],"in":[8],"developing":[9],"model-formulation":[10,24],"skills.":[11],"The":[12],"description":[15,93],"analogy":[17],"construction":[18],"to":[19,51,74,89,100],"a":[20,28,32,44,64,81,91,95],"representation":[21],"process":[25],"includes":[26,37],"both":[27],"problem":[29,92],"template":[30],"and":[31,40,68,86],"model":[33],"template.":[34],"research":[36],"design":[39,62,79],"prototype":[41],"implementation":[42],"knowledge-based":[45],"system":[46],"that":[47,70],"uses":[48,80],"analogical":[49],"reasoning":[50],"assist":[52],"modelers":[53],"as":[54],"they":[55],"build":[56],"linear":[57],"programs.":[58],"Incorporated":[59],"into":[60],"is":[63],"library":[65],"models":[67,73],"problems":[69],"link":[71,90],"those":[72],"their":[75],"potential":[76],"uses.":[77],"taxonomy":[82,98],"based":[83],"on":[84],"deep":[85],"situational":[87],"knowledge":[88],"with":[94],"formulation.":[96],"begins":[99],"address":[101],"skills":[103],"needed":[104],"for":[105],"various":[106],"levels":[107],"mathematical":[109],"modeling.":[110]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}