{"id":"https://openalex.org/W2073917830","doi":"https://doi.org/10.1109/ieem.2011.6118074","title":"Applying K-means clustering and technology map in Asia Pacific-semiconductors industry analysis","display_name":"Applying K-means clustering and technology map in Asia Pacific-semiconductors industry analysis","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W2073917830","doi":"https://doi.org/10.1109/ieem.2011.6118074","mag":"2073917830"},"language":"en","primary_location":{"id":"doi:10.1109/ieem.2011.6118074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem.2011.6118074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Industrial Engineering and Engineering Management","raw_type":"proceedings-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/A5012408376","display_name":"Chin-Yuan Fan","orcid":"https://orcid.org/0000-0001-6478-9619"},"institutions":[{"id":"https://openalex.org/I4210166867","display_name":"National Institutes of Applied Research","ror":"https://ror.org/05wcstg80","country_code":"TW","type":"government","lineage":["https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin Yuan Fan","raw_affiliation_strings":["Science and Technology Policy Research and Information Center, National Applied Research Laboratories, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science and Technology Policy Research and Information Center, National Applied Research Laboratories, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210166867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110143679","display_name":"Mattias Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166867","display_name":"National Institutes of Applied Research","ror":"https://ror.org/05wcstg80","country_code":"TW","type":"government","lineage":["https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"M. F. Lai","raw_affiliation_strings":["Science and Technology Policy Research and Information Center, National Applied Research Laboratories, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science and Technology Policy Research and Information Center, National Applied Research Laboratories, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210166867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062025019","display_name":"T.Y. Huang","orcid":"https://orcid.org/0009-0007-8952-5346"},"institutions":[{"id":"https://openalex.org/I4210166867","display_name":"National Institutes of Applied Research","ror":"https://ror.org/05wcstg80","country_code":"TW","type":"government","lineage":["https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"T. Y. Huang","raw_affiliation_strings":["Science and Technology Policy Research and Information Center, National Applied Research Laboratories, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science and Technology Policy Research and Information Center, National Applied Research Laboratories, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210166867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089132581","display_name":"Chin\u2010Hua Huang","orcid":"https://orcid.org/0000-0001-7264-3310"},"institutions":[{"id":"https://openalex.org/I4210166867","display_name":"National Institutes of Applied Research","ror":"https://ror.org/05wcstg80","country_code":"TW","type":"government","lineage":["https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"C. M. Huang","raw_affiliation_strings":["Science and Technology Policy Research and Information Center, National Applied Research Laboratories, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science and Technology Policy Research and Information Center, National Applied Research Laboratories, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210166867"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.7263,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94795164,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"4","issue":null,"first_page":"1043","last_page":"1047"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.947700023651123,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10003","display_name":"Innovation and Knowledge Management","score":0.947700023651123,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T12851","display_name":"Firm Innovation and Growth","score":0.9064000248908997,"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/T10415","display_name":"International Business and FDI","score":0.9002000093460083,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/semiconductor-industry","display_name":"Semiconductor industry","score":0.7609177827835083},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.6542288064956665},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5141473412513733},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5057790279388428},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.4732913374900818},{"id":"https://openalex.org/keywords/asia-pacific","display_name":"Asia pacific","score":0.4709758758544922},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.4675043523311615},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.46626052260398865},{"id":"https://openalex.org/keywords/technology-roadmap","display_name":"Technology roadmap","score":0.4622732102870941},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.414895623922348},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.3808007836341858},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.36564648151397705},{"id":"https://openalex.org/keywords/international-trade","display_name":"International trade","score":0.31040629744529724},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2817382216453552},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26844316720962524},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.2602473497390747},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.25837111473083496},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.25138574838638306},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.1995193362236023}],"concepts":[{"id":"https://openalex.org/C2987888538","wikidata":"https://www.wikidata.org/wiki/Q2986369","display_name":"Semiconductor industry","level":2,"score":0.7609177827835083},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.6542288064956665},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5141473412513733},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5057790279388428},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.4732913374900818},{"id":"https://openalex.org/C3018858268","wikidata":"https://www.wikidata.org/wiki/Q1070940","display_name":"Asia pacific","level":2,"score":0.4709758758544922},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.4675043523311615},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.46626052260398865},{"id":"https://openalex.org/C2780156850","wikidata":"https://www.wikidata.org/wiki/Q2144097","display_name":"Technology roadmap","level":2,"score":0.4622732102870941},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.414895623922348},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.3808007836341858},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.36564648151397705},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.31040629744529724},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2817382216453552},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26844316720962524},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2602473497390747},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.25837111473083496},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25138574838638306},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.1995193362236023},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieem.2011.6118074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem.2011.6118074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Industrial Engineering and Engineering Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W1855283887","https://openalex.org/W2093745237"],"related_works":["https://openalex.org/W1862469596","https://openalex.org/W2151998100","https://openalex.org/W2128049084","https://openalex.org/W49478446","https://openalex.org/W2513899473","https://openalex.org/W4245918331","https://openalex.org/W2056444329","https://openalex.org/W2113383535","https://openalex.org/W2122442616","https://openalex.org/W2413064283"],"abstract_inverted_index":{"In":[0,103],"recent":[1],"years,":[2],"the":[3,16,20,41,86,131,135,140],"semiconductor":[4,29,46,79,132,156],"market":[5],"has":[6,23,37],"gradually":[7],"moved":[8],"away":[9],"from":[10],"advanced":[11],"countries":[12,58,84],"and":[13,68,119,126,147],"relocated":[14],"to":[15,51,56,73,122,154],"Asia-Pacific":[17,87,136],"region.":[18,88,137],"Since":[19],"1980s":[21],"Taiwan":[22,53],"also":[24],"been":[25],"developing":[26],"its":[27],"own":[28],"industry,":[30],"and,":[31],"after":[32],"twenty":[33],"years":[34],"of":[35,40,45,61,78,81,110,144],"efforts,":[36],"become":[38],"one":[39],"world's":[42],"major":[43,82],"exporters":[44],"products.":[47],"Therefore,":[48],"in":[49,54,59,85,134],"order":[50],"position":[52],"relation":[55],"other":[57],"terms":[60],"competitive":[62],"advantage":[63],"as":[64],"defined":[65],"by":[66],"technology":[67,80,150],"industrial":[69],"development,":[70],"we":[71,92,106],"need":[72],"better":[74],"understand":[75],"developmental":[76],"trends":[77],"competing":[83,124],"By":[89],"doing":[90],"this":[91,104],"can":[93],"further":[94],"provide":[95],"our":[96],"government":[97],"with":[98],"additional":[99,149],"strategic":[100,127],"development":[101,151],"proposals.":[102],"study,":[105],"used":[107],"a":[108],"combination":[109],"patents,":[111],"data":[112],"mining":[113],"methods":[114],"(multidimensional":[115],"scaling":[116],"(MDS)":[117],"analysis,":[118],"K-means":[120],"clustering)":[121],"explore":[123],"technological":[125,142],"group":[128],"relationships":[129],"within":[130],"industry":[133],"We":[138],"assessed":[139],"relative":[141],"advantages":[143],"various":[145],"organizations":[146],"proposed":[148],"strategy":[152],"recommendations":[153],"Taiwan's":[155],"industry.":[157]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
