{"id":"https://openalex.org/W2091875651","doi":"https://doi.org/10.1142/s0218488507004674","title":"A HIGH-LEVEL FUZZY PETRI NETS MODEL FOR INTEGRATING QUANTITATIVE AND QUALITATIVE DECISION-MAKING","display_name":"A HIGH-LEVEL FUZZY PETRI NETS MODEL FOR INTEGRATING QUANTITATIVE AND QUALITATIVE DECISION-MAKING","publication_year":2007,"publication_date":"2007-06-01","ids":{"openalex":"https://openalex.org/W2091875651","doi":"https://doi.org/10.1142/s0218488507004674","mag":"2091875651"},"language":"en","primary_location":{"id":"doi:10.1142/s0218488507004674","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488507004674","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems","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/A5040825919","display_name":"Kevin F. R. Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I130510345","display_name":"Dayeh University","ror":"https://ror.org/03c6e8r26","country_code":"TW","type":"education","lineage":["https://openalex.org/I130510345"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"KEVIN F. R. LIU","raw_affiliation_strings":["Department of Environmental Engineering, Da-Yeh University, Changhua, Taiwan 51542, ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environmental Engineering, Da-Yeh University, Changhua, Taiwan 51542, ROC","institution_ids":["https://openalex.org/I130510345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5040825919"],"corresponding_institution_ids":["https://openalex.org/I130510345"],"apc_list":null,"apc_paid":null,"fwci":0.4739,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72927283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"15","issue":"03","first_page":"253","last_page":"284"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11125","display_name":"Petri Nets in System Modeling","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.668175220489502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.635514497756958},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.47933658957481384},{"id":"https://openalex.org/keywords/rotation-formalisms-in-three-dimensions","display_name":"Rotation formalisms in three dimensions","score":0.47906240820884705},{"id":"https://openalex.org/keywords/fuzzy-cognitive-map","display_name":"Fuzzy cognitive map","score":0.47500383853912354},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.4663355350494385},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4405839741230011},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.42779144644737244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42326152324676514},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.41286951303482056},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3330978453159332},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32791668176651},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.27376699447631836},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.25920969247817993},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21823155879974365}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.668175220489502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.635514497756958},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.47933658957481384},{"id":"https://openalex.org/C171018156","wikidata":"https://www.wikidata.org/wiki/Q7370306","display_name":"Rotation formalisms in three dimensions","level":2,"score":0.47906240820884705},{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.47500383853912354},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.4663355350494385},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4405839741230011},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.42779144644737244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42326152324676514},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.41286951303482056},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3330978453159332},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32791668176651},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.27376699447631836},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.25920969247817993},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21823155879974365},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218488507004674","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488507004674","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1837558564","https://openalex.org/W1987347924","https://openalex.org/W1988103794","https://openalex.org/W1988899410","https://openalex.org/W1990949233","https://openalex.org/W1993796665","https://openalex.org/W1996109622","https://openalex.org/W2026685830","https://openalex.org/W2041280856","https://openalex.org/W2069849383","https://openalex.org/W2080440767","https://openalex.org/W2096220889","https://openalex.org/W2111037902","https://openalex.org/W2126490689","https://openalex.org/W2129595099","https://openalex.org/W2130915832","https://openalex.org/W2134234758","https://openalex.org/W2138042010","https://openalex.org/W2139972316","https://openalex.org/W2147141343","https://openalex.org/W2161464089","https://openalex.org/W2163930132","https://openalex.org/W2182044576","https://openalex.org/W2506768821","https://openalex.org/W2884506728","https://openalex.org/W4245152641","https://openalex.org/W4388017457"],"related_works":["https://openalex.org/W4242970302","https://openalex.org/W2571050636","https://openalex.org/W1976608231","https://openalex.org/W2089003510","https://openalex.org/W2024822381","https://openalex.org/W2118406295","https://openalex.org/W2062917877","https://openalex.org/W1988589234","https://openalex.org/W1980652001","https://openalex.org/W1517786254"],"abstract_inverted_index":{"A":[0],"complicated":[1],"decision-making":[2,10,25],"system":[3],"usually":[4],"requires":[5],"both":[6,87],"quantitative":[7,22],"and":[8,23,75,90,128,178],"qualitative":[9,24],"tools":[11],"to":[12,20,51,102,111,118,132,167],"collaborate":[13],"for":[14,61,82,174],"reaping":[15],"their":[16],"benefits":[17],"concurrently.":[18],"How":[19],"integrate":[21],"formalisms":[26],"with":[27,58,123],"a":[28,38,48,134],"modeling":[29],"tool":[30],"is":[31,45,152,165],"the":[32,66,83,88,104,124,140,145,148,159,169,172,176],"focus":[33],"of":[34,78,85,95,106,147,157,171],"this":[35],"study;":[36],"hence,":[37],"high-level":[39],"fuzzy":[40,53,59,69,71,91,113,121,126,179],"Petri":[41],"net":[42],"model":[43],"(HLFPN)":[44],"proposed":[46],"as":[47,136],"unified":[49],"platform":[50],"incorporate":[52],"analytic":[54],"hierarchy":[55],"process":[56],"(FAHP)":[57],"logic":[60],"managing":[62],"semi-structured":[63],"decision-making.":[64],"In":[65],"HLFPN":[67,173],"model,":[68],"places,":[70],"tokens,":[72],"weighted":[73],"arcs":[74],"several":[76,120,137],"types":[77,94],"transitions":[79,96,101,110,117,131],"are":[80,97],"introduced":[81],"purpose":[84],"combining":[86],"FAHP":[89,177],"logic.":[92,180],"Four":[93],"identified:":[98],"(1)":[99],"synthesis":[100],"execute":[103],"computation":[105],"FAHP;":[107],"(2)":[108],"inference":[109],"perform":[112],"reasoning;":[114],"(3)":[115],"aggregation":[116],"combine":[119],"tokens":[122,138],"same":[125,141],"variable;":[127],"(4)":[129],"duplication":[130],"reproduce":[133],"token":[135],"having":[139],"value.":[142],"To":[143],"guide":[144],"evolution":[146],"HLFPN,":[149],"an":[150],"algorithm":[151],"also":[153],"developed.":[154],"An":[155],"example":[156],"evaluation":[158],"environmental":[160],"sustainability":[161],"in":[162],"146":[163],"countries":[164],"used":[166],"illustrate":[168],"use":[170],"coupling":[175]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}