{"id":"https://openalex.org/W2080375283","doi":"https://doi.org/10.5220/0005057502800287","title":"Document Clustering Using Multi-Objective Genetic Algorithms with Parallel Programming Based on CUDA","display_name":"Document Clustering Using Multi-Objective Genetic Algorithms with Parallel Programming Based on CUDA","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2080375283","doi":"https://doi.org/10.5220/0005057502800287","mag":"2080375283"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005057502800287","pdf_url":null,"source":{"id":"https://openalex.org/S4363608918","display_name":"Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0005057502800287","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030325806","display_name":"Jung Song Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jung Song Lee","raw_affiliation_strings":["Division of Electronics and Information Engineering, Chonbuk National University, Jeonju-si, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Division of Electronics and Information Engineering, Chonbuk National University, Jeonju-si, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056061389","display_name":"Soon Cheol Park","orcid":"https://orcid.org/0000-0001-7450-9959"},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soon Cheol Park","raw_affiliation_strings":["Division of Electronics and Information Engineering, Chonbuk National University, Jeonju-si, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Division of Electronics and Information Engineering, Chonbuk National University, Jeonju-si, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110569688","display_name":"Jong Joo Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong Joo Lee","raw_affiliation_strings":["Department of Korean Language and Literature, Chonbuk National University, Jeonju-si, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Korean Language and Literature, Chonbuk National University, Jeonju-si, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023678749","display_name":"Han Heeh Ham","orcid":null},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Han Heeh Ham","raw_affiliation_strings":["Department of Archeology and Cultural Anthropology, Chonbuk National University, Jeonju-si, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Archeology and Cultural Anthropology, Chonbuk National University, Jeonju-si, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.144,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":3,"citation_normalized_percentile":{"value":0.430723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":76,"max":79},"biblio":{"volume":null,"issue":null,"first_page":"280","last_page":"287"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9944,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9944,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9841,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9839,"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":[],"concepts":[{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.93617326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7776027},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.72342336},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.65763247},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.47694507},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.45908514},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41950768},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13535514},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.08915204},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.082808435},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.06464657}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005057502800287","pdf_url":null,"source":{"id":"https://openalex.org/S4363608918","display_name":"Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005057502800287","pdf_url":null,"source":{"id":"https://openalex.org/S4363608918","display_name":"Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":14,"referenced_works":["https://openalex.org/W1585939719","https://openalex.org/W1898116932","https://openalex.org/W1968016726","https://openalex.org/W1968535060","https://openalex.org/W1978286630","https://openalex.org/W1978394996","https://openalex.org/W2013390089","https://openalex.org/W2051224630","https://openalex.org/W2064922989","https://openalex.org/W2071965987","https://openalex.org/W2085487226","https://openalex.org/W2109321605","https://openalex.org/W2126105956","https://openalex.org/W2148212498"],"related_works":["https://openalex.org/W3048701459","https://openalex.org/W2792081825","https://openalex.org/W240129890","https://openalex.org/W2389600408","https://openalex.org/W2370314112","https://openalex.org/W2364044215","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W1963859303","https://openalex.org/W1912958759"],"abstract_inverted_index":{"In":[0],"this":[1,51],"paper,":[2],"we":[3,53,74],"propose":[4],"a":[5],"method":[6],"of":[7,36,45],"enhancing":[8],"Multi-Objective":[9],"Genetic":[10],"Algorithms":[11],"(MOGAs)":[12],"for":[13,70],"document":[14,20,68],"clustering":[15,21,29],"with":[16,57,98],"parallel":[17,96],"programming.":[18],"The":[19,90],"using":[22],"MOGAs":[23,38,56,97],"shows":[24],"better":[25],"performance":[26],"than":[27,103],"other":[28],"algorithms.":[30],"However,":[31],"the":[32,37,43,55,67,71,83,95,104],"overall":[33],"computation":[34],"time":[35],"is":[39],"considerably":[40],"long":[41],"as":[42],"number":[44],"documents":[46],"increases.":[47],"To":[48],"effectively":[49],"avoid":[50],"problem,":[52],"implement":[54],"General-Purpose":[58],"computing":[59],"on":[60],"Graphics":[61],"Processing":[62],"Units":[63],"(GPGPU)":[64],"to":[65],"compute":[66],"similarities":[69],"clustering.":[72],"Furthermore,":[73],"introduce":[75],"two":[76],"thread":[77],"architectures":[78],"(Term-Threads":[79],"and":[80],"Document-Threads)":[81],"in":[82],"CUDA":[84,99],"(Compute":[85],"Unified":[86],"Device":[87],"Architecture)":[88],"language.":[89],"experimental":[91],"results":[92],"show":[93],"that":[94],"are":[100],"tremendously":[101],"faster":[102],"general":[105],"MOGAs.":[106]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2080375283","counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-01-18T01:16:16.517734","created_date":"2016-06-24"}