{"id":"https://openalex.org/W4285267818","doi":"https://doi.org/10.1109/access.2022.3176641","title":"Optimal Planning of University Technology Transfer Measures With FDANP-F-FlowSort and an Extended Multiobjective PROMETHEE V","display_name":"Optimal Planning of University Technology Transfer Measures With FDANP-F-FlowSort and an Extended Multiobjective PROMETHEE V","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285267818","doi":"https://doi.org/10.1109/access.2022.3176641"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3176641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3176641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09779648.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09779648.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039051289","display_name":"Edgar U. Tibay","orcid":"https://orcid.org/0000-0003-1835-7043"},"institutions":[{"id":"https://openalex.org/I3133213403","display_name":"Cebu Technological University","ror":"https://ror.org/04x649j07","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133213403"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Edgar Tibay","raw_affiliation_strings":["Production Extension and Resource Generation, Cebu Technological University, Cebu City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Production Extension and Resource Generation, Cebu Technological University, Cebu City, Philippines","institution_ids":["https://openalex.org/I3133213403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027819932","display_name":"Renissa S. Qui\u00f1ones","orcid":null},"institutions":[{"id":"https://openalex.org/I3133213403","display_name":"Cebu Technological University","ror":"https://ror.org/04x649j07","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133213403"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Renissa Quinones","raw_affiliation_strings":["Production Extension and Resource Generation, Cebu Technological University, Cebu City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Production Extension and Resource Generation, Cebu Technological University, Cebu City, Philippines","institution_ids":["https://openalex.org/I3133213403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043851388","display_name":"Hubert G. Qui\u00f1ones","orcid":null},"institutions":[{"id":"https://openalex.org/I3133213403","display_name":"Cebu Technological University","ror":"https://ror.org/04x649j07","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133213403"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Hubert Quinones","raw_affiliation_strings":["Production Extension and Resource Generation, Cebu Technological University, Cebu City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Production Extension and Resource Generation, Cebu Technological University, Cebu City, Philippines","institution_ids":["https://openalex.org/I3133213403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004382483","display_name":"Egberto Selerio","orcid":"https://orcid.org/0000-0002-7326-3819"},"institutions":[{"id":"https://openalex.org/I3133213403","display_name":"Cebu Technological University","ror":"https://ror.org/04x649j07","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133213403"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Egberto Selerio","raw_affiliation_strings":["Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines"],"raw_orcid":"https://orcid.org/0000-0002-7326-3819","affiliations":[{"raw_affiliation_string":"Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines","institution_ids":["https://openalex.org/I3133213403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051867310","display_name":"Samantha Shane Evangelista","orcid":"https://orcid.org/0000-0003-2162-7200"},"institutions":[{"id":"https://openalex.org/I3133213403","display_name":"Cebu Technological University","ror":"https://ror.org/04x649j07","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133213403"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Samantha Shane Evangelista","raw_affiliation_strings":["Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines","institution_ids":["https://openalex.org/I3133213403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086291187","display_name":"Joerabell Lourdes Aro","orcid":"https://orcid.org/0000-0002-9955-4315"},"institutions":[{"id":"https://openalex.org/I3133213403","display_name":"Cebu Technological University","ror":"https://ror.org/04x649j07","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133213403"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Joerabell Lourdes Aro","raw_affiliation_strings":["Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines","institution_ids":["https://openalex.org/I3133213403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008622737","display_name":"Fatima Maturan","orcid":"https://orcid.org/0000-0003-2217-3482"},"institutions":[{"id":"https://openalex.org/I3133213403","display_name":"Cebu Technological University","ror":"https://ror.org/04x649j07","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133213403"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Fatima Maturan","raw_affiliation_strings":["Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines","institution_ids":["https://openalex.org/I3133213403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072989742","display_name":"Nadine May Atibing","orcid":"https://orcid.org/0000-0002-6131-472X"},"institutions":[{"id":"https://openalex.org/I3133213403","display_name":"Cebu Technological University","ror":"https://ror.org/04x649j07","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133213403"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Nadine May Atibing","raw_affiliation_strings":["Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines","institution_ids":["https://openalex.org/I3133213403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063456169","display_name":"Kafferine Yamagishi","orcid":"https://orcid.org/0000-0002-0775-6156"},"institutions":[{"id":"https://openalex.org/I3133213403","display_name":"Cebu Technological University","ror":"https://ror.org/04x649j07","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133213403"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Kafferine Yamagishi","raw_affiliation_strings":["Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines","Center of Applied Mathematics and Operations Research, Cebu Technological University and Department of Tourism Management, Cebu Technological University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines","institution_ids":["https://openalex.org/I3133213403"]},{"raw_affiliation_string":"Center of Applied Mathematics and Operations Research, Cebu Technological University and Department of Tourism Management, Cebu Technological University","institution_ids":["https://openalex.org/I3133213403"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079957984","display_name":"Lanndon Ocampo","orcid":"https://orcid.org/0000-0002-5050-7606"},"institutions":[{"id":"https://openalex.org/I3133213403","display_name":"Cebu Technological University","ror":"https://ror.org/04x649j07","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133213403"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Lanndon Ocampo","raw_affiliation_strings":["Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines"],"raw_orcid":"https://orcid.org/0000-0002-5050-7606","affiliations":[{"raw_affiliation_string":"Center of Applied Mathematics and Operations Research, Cebu Technological University, Cebu City, Philippines","institution_ids":["https://openalex.org/I3133213403"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.6684,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89034637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"10","issue":null,"first_page":"56629","last_page":"56651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12722","display_name":"Innovation Policy and R&D","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12722","display_name":"Innovation Policy and R&D","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14306","display_name":"Technology Assessment and Management","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5455557107925415},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4890912175178528},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39779242873191833},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24545907974243164},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12748956680297852}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5455557107925415},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4890912175178528},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39779242873191833},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24545907974243164},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12748956680297852}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3176641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3176641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09779648.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:943449571b9a4fedab6707dfc3b58a93","is_oa":true,"landing_page_url":"https://doaj.org/article/943449571b9a4fedab6707dfc3b58a93","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 56629-56651 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3176641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3176641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09779648.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285267818.pdf","grobid_xml":"https://content.openalex.org/works/W4285267818.grobid-xml"},"referenced_works_count":101,"referenced_works":["https://openalex.org/W255305088","https://openalex.org/W926115463","https://openalex.org/W1492889364","https://openalex.org/W1496489000","https://openalex.org/W1533674501","https://openalex.org/W1559875088","https://openalex.org/W1593748481","https://openalex.org/W1748537427","https://openalex.org/W1965720378","https://openalex.org/W1967881958","https://openalex.org/W1972856224","https://openalex.org/W1980769943","https://openalex.org/W1991901402","https://openalex.org/W1997069619","https://openalex.org/W1998373262","https://openalex.org/W2000738091","https://openalex.org/W2001831541","https://openalex.org/W2006365375","https://openalex.org/W2009815689","https://openalex.org/W2010868849","https://openalex.org/W2017522108","https://openalex.org/W2024670301","https://openalex.org/W2026662237","https://openalex.org/W2032596651","https://openalex.org/W2039963477","https://openalex.org/W2043901449","https://openalex.org/W2045486181","https://openalex.org/W2046437697","https://openalex.org/W2046858872","https://openalex.org/W2054382098","https://openalex.org/W2059785867","https://openalex.org/W2060828353","https://openalex.org/W2063438252","https://openalex.org/W2086147005","https://openalex.org/W2106745883","https://openalex.org/W2111870316","https://openalex.org/W2115146414","https://openalex.org/W2120747312","https://openalex.org/W2130719575","https://openalex.org/W2143088690","https://openalex.org/W2156583016","https://openalex.org/W2160536271","https://openalex.org/W2160703039","https://openalex.org/W2161970775","https://openalex.org/W2178220015","https://openalex.org/W2208283061","https://openalex.org/W2257801875","https://openalex.org/W2319335352","https://openalex.org/W2335195852","https://openalex.org/W2512358365","https://openalex.org/W2521439472","https://openalex.org/W2555066324","https://openalex.org/W2557198948","https://openalex.org/W2563771458","https://openalex.org/W2593781315","https://openalex.org/W2603489097","https://openalex.org/W2606947603","https://openalex.org/W2621173982","https://openalex.org/W2674796436","https://openalex.org/W2724158135","https://openalex.org/W2767857916","https://openalex.org/W2769655687","https://openalex.org/W2775825197","https://openalex.org/W2789356564","https://openalex.org/W2789459430","https://openalex.org/W2793999624","https://openalex.org/W2802753034","https://openalex.org/W2803153818","https://openalex.org/W2810658137","https://openalex.org/W2839528835","https://openalex.org/W2887113122","https://openalex.org/W2888664594","https://openalex.org/W2908471060","https://openalex.org/W2922456207","https://openalex.org/W2938897361","https://openalex.org/W2946405170","https://openalex.org/W2947350256","https://openalex.org/W2969559545","https://openalex.org/W2981814205","https://openalex.org/W2990164534","https://openalex.org/W3023894958","https://openalex.org/W3032233810","https://openalex.org/W3035394054","https://openalex.org/W3045218524","https://openalex.org/W3083027679","https://openalex.org/W3101711777","https://openalex.org/W3138060109","https://openalex.org/W3138982477","https://openalex.org/W3167169082","https://openalex.org/W3184808323","https://openalex.org/W4200181817","https://openalex.org/W4206410064","https://openalex.org/W4207038307","https://openalex.org/W4211007335","https://openalex.org/W4244298564","https://openalex.org/W4244676974","https://openalex.org/W4312380608","https://openalex.org/W6609501904","https://openalex.org/W6753221211","https://openalex.org/W6753483384","https://openalex.org/W6795047162"],"related_works":["https://openalex.org/W4318426920","https://openalex.org/W2055791821","https://openalex.org/W2162013778","https://openalex.org/W2153873031","https://openalex.org/W570431388","https://openalex.org/W2637862190","https://openalex.org/W2611723089","https://openalex.org/W2337862504","https://openalex.org/W3082547637","https://openalex.org/W1994436307"],"abstract_inverted_index":{"This":[0],"work":[1],"offers":[2],"an":[3,89,115],"integrated":[4],"methodological":[5],"framework":[6],"for":[7,72,80,198,237],"decision":[8],"support":[9,155],"in":[10,114,141,226],"planning":[11,25,46],"the":[12,18,33,61,74,77,82,85,94,101,106,157,177,195,199,206,219,222,227],"implementation":[13,104,182],"of":[14,20,28,84,93,103,105,156,188,205,212,221],"measures":[15,42,64,109,122],"that":[16],"address":[17],"barriers":[19],"university":[21],"technology":[22,158,167],"transfer.":[23],"The":[24,181],"problem":[26,58],"consists":[27],"two":[29],"parts:":[30],"(1)":[31],"identifying":[32],"high":[34,62,107,131],"priority":[35,63,83,108,132],"measures,":[36,133],"and":[37,70,76,170],"(2)":[38],"optimally":[39],"implementing":[40],"these":[41],"over":[43,110],"a":[44,54,137,162,186],"specified":[45],"horizon":[47],"subject":[48],"to":[49,99,153,173,176,217,224,234],"resource":[50],"constraints.":[51],"Treated":[52],"as":[53,185],"multiple":[55,111],"criteria":[56],"sorting":[57],"under":[59,123],"uncertainty,":[60],"are":[65,232],"determined":[66],"via":[67],"fuzzy":[68,78],"DEMATEL":[69],"ANP":[71],"evaluating":[73],"barriers,":[75,127],"FlowSort":[79],"classifying":[81],"various":[86],"measures.":[87],"Then,":[88],"extended":[90,207],"multi-objective":[91,201],"extension":[92],"PROMETHEE":[95,208],"V":[96],"is":[97,192],"offered":[98],"determine":[100],"degree":[102],"periods.":[112],"Demonstrated":[113],"actual":[116],"case":[117],"study":[118],"with":[119],"29":[120],"identified":[121],"24":[124],"previously":[125],"known":[126],"findings":[128],"reveal":[129],"six":[130],"which":[134],"include":[135],"designing":[136],"sustained":[138],"partnership,":[139],"engaging":[140],"joint":[142],"research":[143],"ventures,":[144],"establishing":[145,161,171],"partnerships":[146],"from":[147],"international":[148],"financial":[149],"institutions,":[150],"streamlining":[151],"objectives":[152],"full":[154],"readiness":[159,168],"levels,":[160,169],"holistic":[163],"system":[164],"approach":[165],"towards":[166],"agreements":[172],"have":[174],"access":[175],"industry":[178],"laboratory":[179],"facilities.":[180],"plan,":[183],"represented":[184],"set":[187],"Pareto":[189],"optimal":[190],"solutions,":[191],"obtained":[193],"through":[194],"AUGMECON":[196],"algorithm":[197],"&#x03F5;-constrained":[200],"linear":[202],"programming":[203],"formulation":[204],"V.":[209],"A":[210],"layer":[211],"sensitivity":[213],"analysis":[214],"was":[215],"performed":[216],"test":[218],"robustness":[220],"results":[223],"changes":[225],"parameters.":[228],"Finally,":[229],"policy":[230],"insights":[231],"provided":[233],"key":[235],"decision-makers":[236],"advancing":[238],"UTT.":[239]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
