{"id":"https://openalex.org/W2008973705","doi":"https://doi.org/10.1088/1742-6596/540/1/012001","title":"A case-comparison study of automatic document classification utilizing both serial and parallel approaches","display_name":"A case-comparison study of automatic document classification utilizing both serial and parallel approaches","publication_year":2014,"publication_date":"2014-10-13","ids":{"openalex":"https://openalex.org/W2008973705","doi":"https://doi.org/10.1088/1742-6596/540/1/012001","mag":"2008973705"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/540/1/012001","doi":"https://doi.org/10.1088/1742-6596/540/1/012001","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/540/1/012001","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/540/1/012001/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1742-6596/540/1/012001/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050108230","display_name":"Beatriz Wilges","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"B Wilges","raw_affiliation_strings":["Department of Engineering and Knowledge Management (EGC), Federal University of Santa Catarina (UFSC), Florian\u00f3polis, SC, 88040-900, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering and Knowledge Management (EGC), Federal University of Santa Catarina (UFSC), Florian\u00f3polis, SC, 88040-900, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101656360","display_name":"Rog\u00e9rio Cid Bastos","orcid":"https://orcid.org/0000-0002-3775-1516","observed_orcids":["https://orcid.org/0000-0002-3775-1516"]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"R C Bastos","raw_affiliation_strings":["Department of Engineering and Knowledge Management (EGC), Federal University of Santa Catarina (UFSC), Florian\u00f3polis, SC, 88040-900, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering and Knowledge Management (EGC), Federal University of Santa Catarina (UFSC), Florian\u00f3polis, SC, 88040-900, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111640934","display_name":"Gustavo Pereira Mateus","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"G P Mateus","raw_affiliation_strings":["Department of Informatics and Statistic (INE), Federal University of Santa Catarina (UFSC), Florian\u00f3polis, SC, 88040-900, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics and Statistic (INE), Federal University of Santa Catarina (UFSC), Florian\u00f3polis, SC, 88040-900, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047710320","display_name":"M\u00e1rio A. R. Dantas","orcid":"https://orcid.org/0000-0002-2312-7042","observed_orcids":["https://orcid.org/0000-0002-2312-7042"]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M A R Dantas","raw_affiliation_strings":["Department of Informatics and Statistic (INE), Federal University of Santa Catarina (UFSC), Florian\u00f3polis, SC, 88040-900, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics and Statistic (INE), Federal University of Santa Catarina (UFSC), Florian\u00f3polis, SC, 88040-900, Brazil","institution_ids":["https://openalex.org/I4104125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4104125"],"apc_list":null,"apc_paid":null,"fwci":0.3873,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49442008,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"540","issue":null,"first_page":"012001","last_page":"012001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9477999806404114,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9477999806404114,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.03790000081062317,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0020000000949949026,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/automatic-document-classification","display_name":"automatic document classification","score":0.9990000128746033},{"id":"https://openalex.org/keywords/serial-vs-parallel-processing","display_name":"serial vs parallel processing","score":0.8610000014305115},{"id":"https://openalex.org/keywords/mapreduce","display_name":"MapReduce","score":0.8989999890327454},{"id":"https://openalex.org/keywords/hadoop","display_name":"Hadoop","score":0.9980000257492065},{"id":"https://openalex.org/keywords/rapidminer","display_name":"RapidMiner","score":0.9959999918937683},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"distributed computing","score":0.6940000057220459},{"id":"https://openalex.org/keywords/unstructured-documents","display_name":"unstructured documents","score":0.5889999866485596},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.46299999952316284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8668714165687561},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7358233332633972},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.6531074643135071},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6341327428817749},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.593023419380188},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5506477355957031},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4943270683288574},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3990910053253174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32735174894332886},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10439738631248474},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/540/1/012001","doi":"https://doi.org/10.1088/1742-6596/540/1/012001","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/540/1/012001","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/540/1/012001/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/540/1/012001","doi":"https://doi.org/10.1088/1742-6596/540/1/012001","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/540/1/012001","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/540/1/012001/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2008973705.pdf","grobid_xml":"https://content.openalex.org/works/W2008973705.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W22962797","https://openalex.org/W1660390307","https://openalex.org/W2050149082","https://openalex.org/W2074651221","https://openalex.org/W2083071207","https://openalex.org/W2122410182","https://openalex.org/W2435251607","https://openalex.org/W2623293810"],"related_works":["https://openalex.org/W2267226133","https://openalex.org/W3126465877","https://openalex.org/W2394453544","https://openalex.org/W2358237758","https://openalex.org/W2734732922","https://openalex.org/W1859919559","https://openalex.org/W2966683537","https://openalex.org/W1965350272","https://openalex.org/W2355716474","https://openalex.org/W2916679513"],"abstract_inverted_index":{"A":[0],"well-known":[1],"problem":[2],"faced":[3],"by":[4,53],"any":[5],"organization":[6],"nowadays":[7],"is":[8,15,40,60,93],"the":[9,18,55,63,71,75,79,120],"high":[10],"volume":[11,24],"of":[12,34,89,105],"data":[13,68,106],"that":[14,126],"available":[16],"and":[17,45],"required":[19],"process":[20],"to":[21,94,114,147],"transform":[22],"this":[23,29,90],"into":[25],"differential":[26],"information.":[27],"In":[28,119],"study,":[30],"a":[31,116,145],"case-comparison":[32,91],"study":[33,92],"automatic":[35],"document":[36],"classification":[37],"(ADC)":[38],"approach":[39,50],"presented,":[41],"utilizing":[42,138],"both":[43],"serial":[44,49],"parallel":[46],"paradigms.":[47],"The":[48,86],"was":[51],"implemented":[52],"adopting":[54],"RapidMiner":[56],"software":[57,81],"tool,":[58],"which":[59],"recognized":[61],"as":[62,108],"worldleading":[64],"open-source":[65],"system":[66],"for":[67],"mining.":[69],"On":[70],"other":[72],"hand,":[73],"considering":[74],"MapReduce":[76],"programming":[77],"model,":[78],"Hadoop":[80],"environment":[82],"has":[83],"been":[84,133],"used.":[85],"main":[87],"goal":[88],"exploit":[95],"differences":[96],"between":[97],"these":[98],"two":[99],"paradigms,":[100],"especially":[101],"when":[102],"large":[103],"volumes":[104],"such":[107,148],"Web":[109],"text":[110],"documents":[111,131],"are":[112],"utilized":[113],"build":[115],"category":[117],"database.":[118],"literature,":[121],"many":[122],"studies":[123],"point":[124],"out":[125],"distributed":[127],"processing":[128],"in":[129,137],"unstructured":[130],"have":[132],"yielding":[134],"efficient":[135],"results":[136],"Hadoop.":[139],"Results":[140],"from":[141],"our":[142],"research":[143],"indicate":[144],"threshold":[146],"efficiency.":[149]},"counts_by_year":[{"year":2016,"cited_by_count":2}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2016-06-24T00:00:00"}