{"id":"https://openalex.org/W2785312205","doi":"https://doi.org/10.1109/la-cci.2017.8285711","title":"Latent semantic indexing and convolutional neural network for multi-label and multi-class text classification","display_name":"Latent semantic indexing and convolutional neural network for multi-label and multi-class text classification","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2785312205","doi":"https://doi.org/10.1109/la-cci.2017.8285711","mag":"2785312205"},"language":"en","primary_location":{"id":"doi:10.1109/la-cci.2017.8285711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci.2017.8285711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","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/A5081983219","display_name":"Oscar Quispe","orcid":"https://orcid.org/0000-0003-1834-703X"},"institutions":[{"id":"https://openalex.org/I3130590570","display_name":"National University of Saint Augustine","ror":"https://ror.org/01e9gfg41","country_code":"PE","type":"education","lineage":["https://openalex.org/I3130590570"]}],"countries":["PE"],"is_corresponding":true,"raw_author_name":"Oscar Quispe","raw_affiliation_strings":["Universidad Nacional de San Agustin, Arequipa, Peru"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de San Agustin, Arequipa, Peru","institution_ids":["https://openalex.org/I3130590570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005059260","display_name":"Alexander Ocsa","orcid":"https://orcid.org/0000-0003-0595-4164"},"institutions":[{"id":"https://openalex.org/I3130590570","display_name":"National University of Saint Augustine","ror":"https://ror.org/01e9gfg41","country_code":"PE","type":"education","lineage":["https://openalex.org/I3130590570"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Alexander Ocsa","raw_affiliation_strings":["Universidad Nacional de San Agustin, Arequipa, Peru"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de San Agustin, Arequipa, Peru","institution_ids":["https://openalex.org/I3130590570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039296134","display_name":"Ricardo Coronado","orcid":"https://orcid.org/0000-0002-2798-3129"},"institutions":[{"id":"https://openalex.org/I3130590570","display_name":"National University of Saint Augustine","ror":"https://ror.org/01e9gfg41","country_code":"PE","type":"education","lineage":["https://openalex.org/I3130590570"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Ricardo Coronado","raw_affiliation_strings":["Universidad Nacional de San Agustin, Arequipa, Peru"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de San Agustin, Arequipa, Peru","institution_ids":["https://openalex.org/I3130590570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081983219"],"corresponding_institution_ids":["https://openalex.org/I3130590570"],"apc_list":null,"apc_paid":null,"fwci":0.9751,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.82908811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9998999834060669,"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":0.9998999834060669,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.993399977684021,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9912999868392944,"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/computer-science","display_name":"Computer science","score":0.8472205996513367},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7122952938079834},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6059597730636597},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.5850717425346375},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.5827695727348328},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5772567987442017},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5046502351760864},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4989347457885742},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4660196304321289},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.44314995408058167},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43727123737335205},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42967870831489563},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3789307475090027},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3668615221977234},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.12309202551841736}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8472205996513367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7122952938079834},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6059597730636597},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.5850717425346375},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.5827695727348328},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5772567987442017},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5046502351760864},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4989347457885742},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4660196304321289},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.44314995408058167},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43727123737335205},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42967870831489563},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3789307475090027},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3668615221977234},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.12309202551841736},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/la-cci.2017.8285711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci.2017.8285711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W23534270","https://openalex.org/W1491576965","https://openalex.org/W1493460507","https://openalex.org/W1513327996","https://openalex.org/W1552847225","https://openalex.org/W1554219991","https://openalex.org/W1567302070","https://openalex.org/W1753402186","https://openalex.org/W1775434803","https://openalex.org/W1967082914","https://openalex.org/W1967542092","https://openalex.org/W1986159170","https://openalex.org/W1993014433","https://openalex.org/W1994356124","https://openalex.org/W2055150205","https://openalex.org/W2057264886","https://openalex.org/W2097706152","https://openalex.org/W2107753812","https://openalex.org/W2114315281","https://openalex.org/W2114431967","https://openalex.org/W2118712128","https://openalex.org/W2119466907","https://openalex.org/W2119803989","https://openalex.org/W2121190464","https://openalex.org/W2129144539","https://openalex.org/W2131876387","https://openalex.org/W2135140174","https://openalex.org/W2150102617","https://openalex.org/W2150617187","https://openalex.org/W2170240176","https://openalex.org/W2205078232","https://openalex.org/W2265846598","https://openalex.org/W2311260213","https://openalex.org/W2473621345","https://openalex.org/W2919115771","https://openalex.org/W2951829787","https://openalex.org/W4213009331","https://openalex.org/W6629595290","https://openalex.org/W6674803601","https://openalex.org/W6676372292","https://openalex.org/W6677646243","https://openalex.org/W6677758222","https://openalex.org/W6680273311","https://openalex.org/W6681875376","https://openalex.org/W6682216640","https://openalex.org/W6685053522","https://openalex.org/W6693505360","https://openalex.org/W6764454516"],"related_works":["https://openalex.org/W2059299633","https://openalex.org/W2760085659","https://openalex.org/W2732542196","https://openalex.org/W2940977206","https://openalex.org/W2995914718","https://openalex.org/W2977314777","https://openalex.org/W2969680539","https://openalex.org/W2912288872","https://openalex.org/W2518599539","https://openalex.org/W1902766772"],"abstract_inverted_index":{"The":[0,68],"classification":[1,63],"of":[2,29,42,76,97],"a":[3,12,56],"real":[4,65],"text":[5,19,47,66],"should":[6],"not":[7],"be":[8],"necessarily":[9],"treated":[10],"as":[11],"binary":[13],"or":[14,24],"multi-class":[15],"classification,":[16],"since":[17],"the":[18,40,72,77,81,90,95,98],"may":[20],"belong":[21],"to":[22,46,52],"one":[23],"more":[25],"labels.":[26],"This":[27],"type":[28],"problem":[30],"is":[31,92,100],"called":[32],"multi-label":[33,62],"classification.":[34],"In":[35],"this":[36],"paper,":[37],"we":[38,87],"propose":[39],"use":[41],"latent":[43],"semantic":[44],"indexing":[45],"representation,":[48],"convolutional":[49],"neural":[50],"networks":[51],"feature":[53],"extraction":[54],"and":[55,86],"single":[57],"multi":[58],"layer":[59],"perceptron":[60],"for":[61],"in":[64],"data.":[67],"experiments":[69],"show":[70],"that":[71,89],"model":[73],"outperforms":[74],"state":[75],"art":[78],"techniques":[79],"when":[80,94],"dataset":[82],"has":[83],"long":[84],"documents,":[85],"observe":[88],"precision":[91],"poor":[93],"size":[96],"texts":[99],"small.":[101]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
