{"id":"https://openalex.org/W2549231901","doi":"https://doi.org/10.1109/isicir.2014.7029490","title":"Acceleration of Naive-Bayes algorithm on multicore processor for massive text classification","display_name":"Acceleration of Naive-Bayes algorithm on multicore processor for massive text classification","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2549231901","doi":"https://doi.org/10.1109/isicir.2014.7029490","mag":"2549231901"},"language":"en","primary_location":{"id":"doi:10.1109/isicir.2014.7029490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isicir.2014.7029490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Symposium on Integrated Circuits (ISIC)","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/A5100767491","display_name":"Lijun Zhou","orcid":"https://orcid.org/0000-0002-9787-8295"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lijun Zhou","raw_affiliation_strings":["State-Key Lab of ASIC and System Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State-Key Lab of ASIC and System Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109151274","display_name":"Zhiyi Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyi Yu","raw_affiliation_strings":["State-Key Lab of ASIC and System Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State-Key Lab of ASIC and System Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070371129","display_name":"Jie Lin","orcid":"https://orcid.org/0000-0003-3476-110X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Lin","raw_affiliation_strings":["State-Key Lab of ASIC and System Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State-Key Lab of ASIC and System Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102166148","display_name":"Shikai Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shikai Zhu","raw_affiliation_strings":["State-Key Lab of ASIC and System Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State-Key Lab of ASIC and System Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090895203","display_name":"Weijing Shi","orcid":"https://orcid.org/0000-0003-0575-2271"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijing Shi","raw_affiliation_strings":["State-Key Lab of ASIC and System Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State-Key Lab of ASIC and System Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065318453","display_name":"Haijie Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijie Zhou","raw_affiliation_strings":["State-Key Lab of ASIC and System Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State-Key Lab of ASIC and System Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083518192","display_name":"Kunpeng Song","orcid":"https://orcid.org/0000-0001-9714-5377"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kunpeng Song","raw_affiliation_strings":["Shannon Laboratory, Huawei Technologies Co., Ltd, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shannon Laboratory, Huawei Technologies Co., Ltd, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100656792","display_name":"Xiaoyang Zeng","orcid":"https://orcid.org/0000-0003-3986-137X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyang Zeng","raw_affiliation_strings":["State-Key Lab of ASIC and System Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State-Key Lab of ASIC and System Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100767491"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":3.9445,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.94506261,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"55","issue":null,"first_page":"344","last_page":"347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9990000128746033,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9976999759674072,"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/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.8431286215782166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8121947050094604},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.6727156639099121},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.6561074256896973},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5155929923057556},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5034188628196716},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.4447228014469147},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.4233863353729248},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40022730827331543},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3948923945426941},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33845987915992737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31612429022789},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2253713607788086},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.16162946820259094}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.8431286215782166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8121947050094604},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.6727156639099121},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.6561074256896973},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5155929923057556},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5034188628196716},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.4447228014469147},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.4233863353729248},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40022730827331543},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3948923945426941},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33845987915992737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31612429022789},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2253713607788086},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.16162946820259094},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isicir.2014.7029490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isicir.2014.7029490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Symposium on Integrated Circuits (ISIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W155760863","https://openalex.org/W2015912445","https://openalex.org/W2081891266","https://openalex.org/W2109722477","https://openalex.org/W2132315271","https://openalex.org/W2173213060","https://openalex.org/W2913334236","https://openalex.org/W6654430274"],"related_works":["https://openalex.org/W3024364549","https://openalex.org/W4206019083","https://openalex.org/W2048865712","https://openalex.org/W1976265003","https://openalex.org/W2370378377","https://openalex.org/W4237510188","https://openalex.org/W2130160813","https://openalex.org/W2041478992","https://openalex.org/W2537862391","https://openalex.org/W2417174640"],"abstract_inverted_index":{"Naive-Bayes":[0,33,60,68,111],"algorithm":[1,112],"acts":[2],"as":[3],"a":[4,28,45,64,76],"key":[5],"baseline":[6],"of":[7,17,35,54,59,67],"massive":[8],"text":[9,69],"classification,":[10],"which":[11],"is":[12,27],"widely":[13],"used":[14],"in":[15,72],"fields":[16],"detecting":[18],"spam,":[19],"online":[20],"marketing":[21],"and":[22,40,57,62,82,104],"so":[23],"on.":[24],"Multicore":[25],"processor":[26,78],"suitable":[29],"platform":[30],"to":[31,50,100,118],"implement":[32],"because":[34],"its":[36],"flexibility,":[37],"high":[38],"performance,":[39],"energy-efficiency.":[41],"This":[42],"paper":[43],"proposes":[44],"new":[46],"hopscotch":[47,91],"hash":[48,92],"scheme":[49],"improve":[51],"the":[52,89,101,105,110,119],"performance":[53],"data":[55],"storing":[56],"indexing":[58],"algorithm,":[61],"presents":[63],"software":[65],"implementation":[66],"classification":[70],"mapped":[71],"Topo-MapReduce":[73,107],"model":[74],"on":[75],"multicore":[77],"with":[79],"circuit":[80],"switching":[81],"packet":[83],"switching.":[84],"Experimental":[85],"results":[86],"show":[87],"that":[88],"improved":[90],"speeds":[93,108],"up":[94,109],"by":[95,113],"33%":[96],"at":[97,115],"maximum":[98,116],"compared":[99,117],"original":[102,120],"hash,":[103],"proposed":[106],"29%":[114],"MapReduce.":[121]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
