{"id":"https://openalex.org/W2614024916","doi":"https://doi.org/10.4018/ijdwm.2017040101","title":"Multi-Attribute Utility Theory Based K-Means Clustering Applications","display_name":"Multi-Attribute Utility Theory Based K-Means Clustering Applications","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2614024916","doi":"https://doi.org/10.4018/ijdwm.2017040101","mag":"2614024916"},"language":"en","primary_location":{"id":"doi:10.4018/ijdwm.2017040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdwm.2017040101","pdf_url":null,"source":{"id":"https://openalex.org/S53932126","display_name":"International Journal of Data Warehousing and Mining","issn_l":"1548-3924","issn":["1548-3924","1548-3932"],"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 Data Warehousing and Mining","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/A5020285933","display_name":"Jungmok Ma","orcid":"https://orcid.org/0000-0001-5390-8483"},"institutions":[{"id":"https://openalex.org/I146496621","display_name":"Korea National Defense University","ror":"https://ror.org/05t1bc854","country_code":"KR","type":"education","lineage":["https://openalex.org/I146496621"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jungmok Ma","raw_affiliation_strings":["Korea National Defense University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea National Defense University, Seoul, South Korea","institution_ids":["https://openalex.org/I146496621"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5020285933"],"corresponding_institution_ids":["https://openalex.org/I146496621"],"apc_list":null,"apc_paid":null,"fwci":6.521,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.97047513,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"13","issue":"2","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13371","display_name":"Military Defense Systems Analysis","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13371","display_name":"Military Defense Systems Analysis","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9923999905586243,"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"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9750999808311462,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8278428316116333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8171002268791199},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6556704044342041},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"k-means clustering","score":0.4594356417655945},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45904794335365295},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.44528526067733765},{"id":"https://openalex.org/keywords/decision-maker","display_name":"Decision maker","score":0.43068814277648926},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3888210654258728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3761584162712097},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.15796053409576416},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13182279467582703}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8278428316116333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8171002268791199},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6556704044342041},{"id":"https://openalex.org/C207968372","wikidata":"https://www.wikidata.org/wiki/Q310401","display_name":"k-means clustering","level":3,"score":0.4594356417655945},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45904794335365295},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.44528526067733765},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.43068814277648926},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3888210654258728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3761584162712097},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.15796053409576416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13182279467582703},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/ijdwm.2017040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdwm.2017040101","pdf_url":null,"source":{"id":"https://openalex.org/S53932126","display_name":"International Journal of Data Warehousing and Mining","issn_l":"1548-3924","issn":["1548-3924","1548-3932"],"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 Data Warehousing and Mining","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jdwm00:v:13:y:2017:i:2:p:1-12","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJDWM.2017040101","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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W65279995","https://openalex.org/W259338706","https://openalex.org/W1493647235","https://openalex.org/W1560562394","https://openalex.org/W1565377632","https://openalex.org/W1581609803","https://openalex.org/W1585610988","https://openalex.org/W1673310716","https://openalex.org/W1938740620","https://openalex.org/W1973041621","https://openalex.org/W1975152892","https://openalex.org/W1975967782","https://openalex.org/W1987971958","https://openalex.org/W1992419399","https://openalex.org/W2006907251","https://openalex.org/W2009743158","https://openalex.org/W2014060944","https://openalex.org/W2027105725","https://openalex.org/W2030398489","https://openalex.org/W2037605337","https://openalex.org/W2047191928","https://openalex.org/W2049633694","https://openalex.org/W2071306594","https://openalex.org/W2071949631","https://openalex.org/W2073459066","https://openalex.org/W2099895926","https://openalex.org/W2127218421","https://openalex.org/W2133990480","https://openalex.org/W2140190241","https://openalex.org/W2140405352","https://openalex.org/W2154986869","https://openalex.org/W2333879426","https://openalex.org/W2397085533","https://openalex.org/W2562836854","https://openalex.org/W3143378422","https://openalex.org/W4230507407","https://openalex.org/W6633894697"],"related_works":["https://openalex.org/W2390267673","https://openalex.org/W2120258591","https://openalex.org/W2378227553","https://openalex.org/W1584028106","https://openalex.org/W2113424041","https://openalex.org/W2385548616","https://openalex.org/W4313193953","https://openalex.org/W2967215460","https://openalex.org/W2802880928","https://openalex.org/W1789480965"],"abstract_inverted_index":{"One":[0],"of":[1,7,15,18,49,67,112],"major":[2],"obstacles":[3],"in":[4,115],"the":[5,8,13,16,33,41,47,68,82,94,105],"application":[6],"k-means":[9,26,84,107],"clustering":[10,27,72,96],"algorithm":[11,28],"is":[12,29,78],"selection":[14],"number":[17,48],"clusters":[19,50],"k.":[20],"The":[21,90],"multi-attribute":[22],"utility":[23],"theory":[24],"(MAUT)-based":[25],"proposed":[30],"to":[31,80],"tackle":[32],"problem":[34,73],"by":[35],"incorporating":[36],"user":[37,102],"preferences.":[38],"Using":[39],"MAUT,":[40],"decision":[42],"maker's":[43],"value":[44],"structure":[45],"for":[46,74],"and":[51,58,85],"other":[52],"attributes":[53],"can":[54,60],"be":[55,61],"quantitatively":[56],"modeled,":[57],"it":[59],"used":[62,79],"as":[63],"an":[64],"objective":[65],"function":[66],"k-means.":[69],"A":[70],"target":[71],"military":[75],"targeting":[76],"process":[77],"demonstrate":[81],"MAUT-based":[83,106],"provide":[86],"a":[87,109],"comparative":[88],"study.":[89],"result":[91],"shows":[92],"that":[93],"existing":[95],"algorithms":[97],"do":[98],"not":[99],"necessarily":[100],"reflect":[101],"preferences":[103,113],"while":[104],"provides":[108],"systematic":[110],"framework":[111],"modeling":[114],"cluster":[116],"analysis.":[117]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
