{"id":"https://openalex.org/W2008350001","doi":"https://doi.org/10.4018/jiit.2007100101","title":"Towards Stable Model Bases for Causal Strategic Decision Support Systems","display_name":"Towards Stable Model Bases for Causal Strategic Decision Support Systems","publication_year":2007,"publication_date":"2007-10-01","ids":{"openalex":"https://openalex.org/W2008350001","doi":"https://doi.org/10.4018/jiit.2007100101","mag":"2008350001"},"language":"en","primary_location":{"id":"doi:10.4018/jiit.2007100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jiit.2007100101","pdf_url":null,"source":{"id":"https://openalex.org/S116626079","display_name":"International Journal of Intelligent Information Technologies","issn_l":"1548-3657","issn":["1548-3657","1548-3665"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Information Technologies","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/A5061220981","display_name":"Christian Hillbrand","orcid":null},"institutions":[{"id":"https://openalex.org/I184656255","display_name":"University of Liechtenstein","ror":"https://ror.org/01qjrx392","country_code":"LI","type":"education","lineage":["https://openalex.org/I184656255"]}],"countries":["LI"],"is_corresponding":true,"raw_author_name":"Christian Hillbrand","raw_affiliation_strings":["University of Liechtenstein, Liechtenstein"],"affiliations":[{"raw_affiliation_string":"University of Liechtenstein, Liechtenstein","institution_ids":["https://openalex.org/I184656255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5061220981"],"corresponding_institution_ids":["https://openalex.org/I184656255"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.07619255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"3","issue":"4","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.8734999895095825,"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":0.8734999895095825,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.8561000227928162,"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/soundness","display_name":"Soundness","score":0.8442723751068115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8140340447425842},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.6738046407699585},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.526272177696228},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5160955786705017},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5103399157524109},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5029253363609314},{"id":"https://openalex.org/keywords/causal-model","display_name":"Causal model","score":0.458968847990036},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4513406753540039},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4385651648044586},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.42123281955718994},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13321128487586975}],"concepts":[{"id":"https://openalex.org/C39920170","wikidata":"https://www.wikidata.org/wiki/Q693083","display_name":"Soundness","level":2,"score":0.8442723751068115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8140340447425842},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.6738046407699585},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.526272177696228},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5160955786705017},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5103399157524109},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5029253363609314},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.458968847990036},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4513406753540039},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4385651648044586},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.42123281955718994},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13321128487586975},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jiit.2007100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jiit.2007100101","pdf_url":null,"source":{"id":"https://openalex.org/S116626079","display_name":"International Journal of Intelligent Information Technologies","issn_l":"1548-3657","issn":["1548-3657","1548-3665"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Information Technologies","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jiit00:v:3:y:2007:i:4:p:1-24","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jiit.2007100101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1511249877","https://openalex.org/W2466303427","https://openalex.org/W2018580387","https://openalex.org/W4312269093","https://openalex.org/W3170261037","https://openalex.org/W3135588948","https://openalex.org/W4210420802","https://openalex.org/W2987568073","https://openalex.org/W2574301230","https://openalex.org/W2265587781"],"abstract_inverted_index":{"Most":[0],"decision":[1,67],"support":[2],"systems":[3],"(DSS)":[4],"based":[5],"on":[6,23],"causal":[7,97],"models":[8],"fail":[9],"to":[10,55,77,110,131],"analyze":[11],"the":[12,16,28,32,40,43,47,57,61,64,79,91,94,100,119],"empirical":[13,85,140],"validity":[14],"of":[15,34,42,46,63,66,81,93,136],"underlying":[17,50],"cause-and-effect":[18,137],"hypotheses,":[19],"but":[20],"instead":[21],"concentrate":[22],"numerous":[24],"analysis":[25],"techniques":[26],"within":[27],"method":[29,130],"base.":[30],"However,":[31],"soundness":[33],"these":[35,51],"cause-and-effect-relations":[36],"as":[37,39,87,127],"well":[38],"knowledge":[41],"approximate":[44],"shape":[45],"functional":[48],"dependencies":[49],"associations":[52],"turns":[53],"out":[54],"be":[56],"biggest":[58],"issue":[59],"for":[60,90,115],"quality":[62],"results":[65],"supporting":[68],"procedures.":[69],"Therefore":[70],"this":[71,116],"article":[72],"strives":[73],"towards":[74],"an":[75,128],"approach":[76,121],"prove":[78],"causality":[80],"nomologic":[82],"cause-and-effect-hypotheses":[83],"by":[84],"evidence":[86],"a":[88,133],"prerequisite":[89],"approximation":[92],"mostly":[95],"unknown":[96],"functions.":[98],"Since":[99],"latter":[101],"very":[102],"often":[103],"show":[104],"non-linear":[105],"influences,":[106],"it":[107],"is":[108],"necessary":[109],"employ":[111],"universal":[112],"function":[113],"approximators":[114],"purpose:":[117],"consequently":[118],"proposed":[120],"adopts":[122],"artificial":[123],"neural":[124],"networks":[125],"(ANN)":[126],"inductive":[129],"learn":[132],"calculational":[134],"model":[135],"functions":[138],"from":[139],"time":[141],"series.":[142]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}