{"id":"https://openalex.org/W2603079355","doi":"https://doi.org/10.1108/md-03-2016-0141","title":"Decision quality of the research project evaluation mechanism by using particle swarm optimization","display_name":"Decision quality of the research project evaluation mechanism by using particle swarm optimization","publication_year":2017,"publication_date":"2017-03-22","ids":{"openalex":"https://openalex.org/W2603079355","doi":"https://doi.org/10.1108/md-03-2016-0141","mag":"2603079355"},"language":"en","primary_location":{"id":"doi:10.1108/md-03-2016-0141","doi":"https://doi.org/10.1108/md-03-2016-0141","is_oa":false,"landing_page_url":"https://doi.org/10.1108/md-03-2016-0141","pdf_url":null,"source":{"id":"https://openalex.org/S154010748","display_name":"Management Decision","issn_l":"0025-1747","issn":["0025-1747","1758-6070"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","fnege-3","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Management Decision","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5091445481","display_name":"Young Wook Seo","orcid":"https://orcid.org/0000-0002-8114-3569","observed_orcids":["https://orcid.org/0000-0002-8114-3569"]},"institutions":[{"id":"https://openalex.org/I119522612","display_name":"Daejeon University","ror":"https://ror.org/02eqchk86","country_code":"KR","type":"education","lineage":["https://openalex.org/I119522612"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young Wook Seo","raw_affiliation_strings":["Department of Business Consulting, Daejeon University, Daejeon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Consulting, Daejeon University, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I119522612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050400261","display_name":"Kun Chang Lee","orcid":"https://orcid.org/0000-0003-4286-052X","observed_orcids":["https://orcid.org/0000-0003-4286-052X"]},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kun Chang Lee","raw_affiliation_strings":["Sungkyunkwan University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031176993","display_name":"Sangjae Lee","orcid":"https://orcid.org/0000-0003-1488-7960","observed_orcids":["https://orcid.org/0000-0003-1488-7960"]},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangjae Lee","raw_affiliation_strings":["Sejong University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6849,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88322554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"55","issue":"4","first_page":"745","last_page":"765"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9535999894142151,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9535999894142151,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.011500000022351742,"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/T13284","display_name":"Psychology Research and Bibliometrics","score":0.006200000178068876,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/research-project-evaluation","display_name":"research project evaluation","score":0.968999981880188},{"id":"https://openalex.org/keywords/research-funding","display_name":"research funding","score":0.5809999704360962},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.8700000047683716},{"id":"https://openalex.org/keywords/hybrid-clustering","display_name":"hybrid clustering","score":0.5680000185966492},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.8989999890327454},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"simulated annealing","score":0.9850000143051147},{"id":"https://openalex.org/keywords/bibliometric-indicators","display_name":"bibliometric indicators","score":0.8309999704360962},{"id":"https://openalex.org/keywords/impact-factor","display_name":"impact factor","score":0.9179999828338623},{"id":"https://openalex.org/keywords/citation-analysis","display_name":"citation analysis","score":0.7799999713897705},{"id":"https://openalex.org/keywords/research-performance-evaluation","display_name":"research performance evaluation","score":0.7229999899864197},{"id":"https://openalex.org/keywords/decision-quality","display_name":"decision quality","score":0.7350000143051147}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.9219701290130615},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.792309045791626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5867702960968018},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5792804956436157},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.5401290059089661},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4421403408050537},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32879921793937683},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32383060455322266}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/md-03-2016-0141","doi":"https://doi.org/10.1108/md-03-2016-0141","is_oa":false,"landing_page_url":"https://doi.org/10.1108/md-03-2016-0141","pdf_url":null,"source":{"id":"https://openalex.org/S154010748","display_name":"Management Decision","issn_l":"0025-1747","issn":["0025-1747","1758-6070"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","fnege-3","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Management Decision","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W264169610","https://openalex.org/W1499317658","https://openalex.org/W1577209593","https://openalex.org/W1585002319","https://openalex.org/W1602303614","https://openalex.org/W1603898944","https://openalex.org/W1613273921","https://openalex.org/W1734084043","https://openalex.org/W1856837095","https://openalex.org/W1899728075","https://openalex.org/W1916503621","https://openalex.org/W1940897080","https://openalex.org/W1982346081","https://openalex.org/W1998409204","https://openalex.org/W1998870156","https://openalex.org/W2001677624","https://openalex.org/W2020929538","https://openalex.org/W2022756714","https://openalex.org/W2024060531","https://openalex.org/W2034086517","https://openalex.org/W2039358761","https://openalex.org/W2043011150","https://openalex.org/W2055291518","https://openalex.org/W2055539079","https://openalex.org/W2079942445","https://openalex.org/W2088591118","https://openalex.org/W2113435355","https://openalex.org/W2114040614","https://openalex.org/W2118840131","https://openalex.org/W2127218421","https://openalex.org/W2134923507","https://openalex.org/W2152195021","https://openalex.org/W2155063211","https://openalex.org/W2211385352","https://openalex.org/W2299639247","https://openalex.org/W3121265048"],"related_works":["https://openalex.org/W2318464171","https://openalex.org/W3133205352","https://openalex.org/W2381493156","https://openalex.org/W2227474002","https://openalex.org/W1622712016","https://openalex.org/W4312587765","https://openalex.org/W2010780385","https://openalex.org/W2257597788","https://openalex.org/W118006420","https://openalex.org/W2993410221"],"abstract_inverted_index":{"Purpose":[0],"For":[1],"those":[2,302],"who":[3,303],"plan":[4],"research":[5,10,32,48,170,191,216,229,237,308,321,331,337],"funds":[6],"and":[7,45,72,86,107,110,186,243,278,325,347],"assess":[8,319],"the":[9,13,20,23,31,39,51,59,64,69,73,80,87,100,114,135,142,146,155,159,169,175,179,187,198,202,212,223,239,244,253,258,260,264,274,279,288,297,307,320,330,336,352],"performance":[11],"from":[12],"funds,":[14],"it":[15],"is":[16,56,141],"necessary":[17],"to":[18,37,57,173,344],"overcome":[19],"limitations":[21],"of":[22,26,43,47,53,71,99,103,121,133,148,162,168,183,206,225,231,241,246,257,267,351],"conventional":[24,88],"classification":[25],"evaluated":[27],"papers":[28,268],"published":[29],"by":[30,67,178,190,201,215,301,329],"funds.":[33,192,217],"Besides,":[34],"they":[35],"need":[36],"promote":[38],"objective,":[40],"fair":[41],"clustering":[42,61,90,94,131,177,180,189,200,203,214],"papers,":[44],"analysis":[46,95,181,204],"performance.":[49],"Therefore,":[50],"purpose":[52],"this":[54,152,293,341],"paper":[55],"find":[58],"optimum":[60],"algorithm":[62,85,185,208],"using":[63,79],"MATLAB":[65],"tools":[66],"comparing":[68],"performances":[70],"hybrid":[74],"particle":[75,81],"swarm":[76,82],"optimization":[77,83],"algorithms":[78],"(PSO)":[84],"K-means":[89],"method.":[91],"Design/methodology/approach":[92],"The":[93,130,193,233],"experiment":[96],"for":[97,145,158,306],"each":[98],"three":[101,116,136],"fields":[102,137],"study":[104,153,221,294,342],"\u2013":[105,112],"health":[106],"medicine,":[108],"physics,":[109],"chemistry":[111],"used":[113],"following":[115],"algorithms:":[117],"\u201cK-means+Simulated":[118],"annealing":[119],"(SA)+Adjustment":[120],"parameters+PSO\u201d":[122],"(KASA-PSO":[123],"clustering),":[124],"\u201cK-means+SA+PSO\u201d":[125],"clustering,":[126],"\u201cK-means+PSO\u201d":[127],"clustering.":[128],"Findings":[129],"analyses":[132],"all":[134],"showed":[138,235,296],"that":[139,197,236,262,318],"KASA-PSO":[140,184,207],"best":[143],"method":[144,182,205],"minimization":[147],"fitness":[149],"value.":[150],"Furthermore,":[151,292],"administered":[154],"surveys":[156],"intended":[157],"\u201cperformance":[160],"measurement":[161],"decision-making":[163],"process\u201d":[164],"with":[165],"13":[166],"members":[167],"fund":[171,309,332],"organization":[172],"compare":[174],"group":[176,188,199,213],"results":[194,234],"statistically":[195],"demonstrated":[196],"was":[209],"better":[210],"than":[211],"Practical":[218],"implications":[219],"This":[220],"examined":[222],"impact":[224,230,254],"bibliometric":[226],"indicators":[227],"on":[228,252,273,287],"papers.":[232],"period,":[238],"number":[240,245],"authors,":[242],"participating":[247],"researchers":[248],"had":[249,269,283],"positive":[250,271,285],"effects":[251],"factor":[255],"(IF)":[256],"papers;":[259],"IF":[261],"indicates":[263],"qualitative":[265],"level":[266],"a":[270,284],"effect":[272,286],"primary":[275,280],"times":[276,281,290],"cited;":[277],"cited":[282],"secondary":[289],"cited.":[291],"clearly":[295],"decision":[298],"quality":[299],"perceived":[300,328],"are":[304,313],"working":[305],"organization.":[310],"Originality/value":[311],"There":[312],"still":[314],"too":[315],"few":[316],"studies":[317],"project":[322],"evaluation":[323],"mechanisms":[324],"its":[326],"effectiveness":[327],"managers.":[333],"To":[334],"fill":[335],"void":[338],"like":[339],"this,":[340],"aims":[343],"propose":[345],"PSO":[346],"successfully":[348],"proves":[349],"validity":[350],"proposed":[353],"approach.":[354]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2017-04-07T00:00:00"}
