{"id":"https://openalex.org/W2146365606","doi":"https://doi.org/10.1109/cec-eee.2007.24","title":"Business scenario design support by qualitative-quantitative hybrid simulation","display_name":"Business scenario design support by qualitative-quantitative hybrid simulation","publication_year":2007,"publication_date":"2007-07-01","ids":{"openalex":"https://openalex.org/W2146365606","doi":"https://doi.org/10.1109/cec-eee.2007.24","mag":"2146365606"},"language":"en","primary_location":{"id":"doi:10.1109/cec-eee.2007.24","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec-eee.2007.24","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 9th IEEE International Conference on E-Commerce Technology and The 4th IEEE International Conference on Enterprise Computing, E-Commerce and E-Services (CEC-EEE 2007)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5042309933","display_name":"Masaki Samejima","orcid":"https://orcid.org/0000-0002-9704-2711"},"institutions":[{"id":"https://openalex.org/I65143321","display_name":"Hitachi (Japan)","ror":"https://ror.org/02exqgm79","country_code":"JP","type":"company","lineage":["https://openalex.org/I65143321"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaki Samejima","raw_affiliation_strings":["Hitachi and Limited, Kawasaki, Kanagawa, Japan","Hitachi Ltd., Kawasaki"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hitachi and Limited, Kawasaki, Kanagawa, Japan","institution_ids":["https://openalex.org/I65143321"]},{"raw_affiliation_string":"Hitachi Ltd., Kawasaki","institution_ids":["https://openalex.org/I65143321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078595595","display_name":"Masanori Akiyoshi","orcid":"https://orcid.org/0000-0002-7360-7060"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masanori Akiyoshi","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University, Suita, Osaka, Japan","Osaka University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Osaka University","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021224433","display_name":"Koshichiro Mitsukuni","orcid":null},"institutions":[{"id":"https://openalex.org/I65143321","display_name":"Hitachi (Japan)","ror":"https://ror.org/02exqgm79","country_code":"JP","type":"company","lineage":["https://openalex.org/I65143321"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koshichiro Mitsukuni","raw_affiliation_strings":["Hitachi Consulting Company Limited, Minato, Tokyo, Japan","Hitachi Consulting Co., Ltd.#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hitachi Consulting Company Limited, Minato, Tokyo, Japan","institution_ids":["https://openalex.org/I65143321"]},{"raw_affiliation_string":"Hitachi Consulting Co., Ltd.#TAB#","institution_ids":["https://openalex.org/I65143321"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086014981","display_name":"Norihisa Komoda","orcid":null},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Norihisa Komoda","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University, Suita, Osaka, Japan","Osaka University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Osaka University","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"401","last_page":"408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9925000071525574,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9925000071525574,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9799000024795532,"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":0.9728999733924866,"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":0.6757040023803711},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6666746139526367},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.6043578386306763},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.559178352355957},{"id":"https://openalex.org/keywords/quantitative-analysis","display_name":"Quantitative analysis (chemistry)","score":0.5492833852767944},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5310547351837158},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.42452430725097656},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3355213403701782},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3164633512496948},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17720478773117065},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13286256790161133},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1238013207912445}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6757040023803711},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6666746139526367},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.6043578386306763},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.559178352355957},{"id":"https://openalex.org/C95986675","wikidata":"https://www.wikidata.org/wiki/Q185168","display_name":"Quantitative analysis (chemistry)","level":2,"score":0.5492833852767944},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5310547351837158},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.42452430725097656},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3355213403701782},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3164633512496948},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17720478773117065},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13286256790161133},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1238013207912445},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec-eee.2007.24","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec-eee.2007.24","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 9th IEEE International Conference on E-Commerce Technology and The 4th IEEE International Conference on Enterprise Computing, E-Commerce and E-Services (CEC-EEE 2007)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1605048714","https://openalex.org/W1985093013","https://openalex.org/W2096063546","https://openalex.org/W2102268933","https://openalex.org/W2341517415","https://openalex.org/W2912848477","https://openalex.org/W4292691288"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W2323648130","https://openalex.org/W2157140558","https://openalex.org/W2378782423","https://openalex.org/W4233308809","https://openalex.org/W2388988621","https://openalex.org/W2357797405","https://openalex.org/W2366623913","https://openalex.org/W2374905595","https://openalex.org/W2516693588"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,17,25,47,50,60],"simulation":[3],"method":[4,112],"on":[5,29,64],"qualitative":[6,20],"and":[7,31,55,82,106],"quantitative":[8,51,104],"hybrid":[9],"model.":[10],"In":[11,41,68],"order":[12],"to":[13,59,89],"evaluate":[14],"factors":[15,36],"of":[16,33,35,49,75],"model":[18],"with":[19],"causal":[21,77],"relations,":[22],"we":[23,45,71],"introduce":[24],"statistical":[26],"approach":[27],"based":[28,63],"propagation":[30],"combination":[32],"effects":[34,80],"by":[37,53],"Monte":[38],"Carlo":[39],"simulation.":[40],"propagating":[42],"an":[43,57,73],"effect,":[44],"divide":[46],"range":[48],"factor":[52],"landmarks":[54],"decide":[56,72],"effect":[58,74],"destination":[61],"node":[62],"the":[65,110],"divided":[66],"ranges.":[67],"combining":[69],"effects,":[70],"each":[76],"relation":[78],"using":[79],"ratio":[81],"sum":[83],"all":[84],"effects.":[85],"Through":[86],"applied":[87],"results":[88,101,107],"practical":[90],"models,":[91],"it":[92],"is":[93],"confirmed":[94],"that":[95],"there":[96],"are":[97],"mostly":[98],"same":[99],"between":[100],"derived":[102,108],"from":[103,109],"relations":[105],"proposed":[111],"at":[113],"0.05":[114],"alpha-level.":[115]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}