{"id":"https://openalex.org/W2751556781","doi":"https://doi.org/10.1109/ifsa-scis.2017.8023225","title":"A study on document classification using multiple distributed representations","display_name":"A study on document classification using multiple distributed representations","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2751556781","doi":"https://doi.org/10.1109/ifsa-scis.2017.8023225","mag":"2751556781"},"language":"en","primary_location":{"id":"doi:10.1109/ifsa-scis.2017.8023225","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifsa-scis.2017.8023225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS)","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/A5070390244","display_name":"Koji Takuwa","orcid":null},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Koji Takuwa","raw_affiliation_strings":["Nagoya University"],"affiliations":[{"raw_affiliation_string":"Nagoya University","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105919015","display_name":"Tomohiro Yoshikawa","orcid":null},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomohiro Yoshikawa","raw_affiliation_strings":["Nagoya University"],"affiliations":[{"raw_affiliation_string":"Nagoya University","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103034107","display_name":"Felix Jimenez","orcid":"https://orcid.org/0009-0008-3540-5653"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Felix Jimenez","raw_affiliation_strings":["Nagoya University"],"affiliations":[{"raw_affiliation_string":"Nagoya University","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101660124","display_name":"Takeshi Furuhashi","orcid":"https://orcid.org/0000-0001-7935-5434"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeshi Furuhashi","raw_affiliation_strings":["Nagoya University"],"affiliations":[{"raw_affiliation_string":"Nagoya University","institution_ids":["https://openalex.org/I60134161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070390244"],"corresponding_institution_ids":["https://openalex.org/I60134161"],"apc_list":null,"apc_paid":null,"fwci":0.195,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62071382,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9995999932289124,"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":0.9995999932289124,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9937999844551086,"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":0.9901000261306763,"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/word2vec","display_name":"Word2vec","score":0.9100753664970398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8132461309432983},{"id":"https://openalex.org/keywords/document-classification","display_name":"Document classification","score":0.7039645910263062},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.698024570941925},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6897919178009033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6594585180282593},{"id":"https://openalex.org/keywords/bag-of-words-model","display_name":"Bag-of-words model","score":0.4907020330429077},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.45370808243751526},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4533225893974304},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43895992636680603},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39820030331611633},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11504983901977539}],"concepts":[{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.9100753664970398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8132461309432983},{"id":"https://openalex.org/C2780479914","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Document classification","level":2,"score":0.7039645910263062},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.698024570941925},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6897919178009033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6594585180282593},{"id":"https://openalex.org/C13672336","wikidata":"https://www.wikidata.org/wiki/Q3460803","display_name":"Bag-of-words model","level":2,"score":0.4907020330429077},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.45370808243751526},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4533225893974304},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43895992636680603},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39820030331611633},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11504983901977539},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ifsa-scis.2017.8023225","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifsa-scis.2017.8023225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320912","display_name":"Ministry of Education, Culture, Sports, Science and Technology","ror":"https://ror.org/048rj2z13"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1618905105","https://openalex.org/W2062522089","https://openalex.org/W2105591985","https://openalex.org/W2118020653","https://openalex.org/W2122111042","https://openalex.org/W2140785063","https://openalex.org/W2149684865","https://openalex.org/W2949547296","https://openalex.org/W2950577311","https://openalex.org/W4212883601","https://openalex.org/W4285719527","https://openalex.org/W6636501900"],"related_works":["https://openalex.org/W2905749112","https://openalex.org/W2346530426","https://openalex.org/W3099354896","https://openalex.org/W4287599800","https://openalex.org/W4312264180","https://openalex.org/W2912231714","https://openalex.org/W3175524270","https://openalex.org/W2580878117","https://openalex.org/W2509219942","https://openalex.org/W2751556781"],"abstract_inverted_index":{"Document":[0],"classification":[1,22,51,83,124],"is":[2,13,62,147],"an":[3],"essential":[4],"task":[5],"in":[6,96],"digital":[7],"society.":[8],"In":[9,116],"document":[10,21,26,50,82,89,123],"classification,":[11],"it":[12,41,108],"important":[14],"how":[15],"to":[16,149],"represent":[17,24,87],"a":[18,25,63,88,97,121],"document.":[19,98],"Topical":[20],"methods":[23,52,84],"as":[27,71,90],"Bag-of-Words":[28],"(BOW).":[29],"It":[30,99],"uses":[31,100],"only":[32,101],"the":[33,43,91,110],"number":[34,111],"of":[35,37,46,93,104,112,114],"occurrences":[36,113],"each":[38,105,140,145],"word,":[39,106],"so":[40,107,139],"ignores":[42,109],"semantic":[44,102,152],"meaning":[45,103],"words.":[47,115],"Recent":[48],"years,":[49],"using":[53,85],"Word2Vec":[54,61,86],"are":[55,77],"proposed":[56],"and":[57,128,137],"got":[58],"much":[59],"attention.":[60],"tool":[64],"for":[65],"learning":[66],"semantic-syntactic":[67],"relationship":[68],"among":[69],"words":[70,136],"word":[72,75,94],"vectors.":[73],"The":[74,81],"vectors":[76,95],"called":[78],"distributed":[79,130,141],"representation.":[80],"centroid":[92],"this":[117],"paper,":[118],"we":[119],"propose":[120],"new":[122],"method":[125],"combining":[126],"BOW":[127],"multiple":[129],"representations.":[131],"Different":[132],"corpus":[133,146],"has":[134],"different":[135,151],"phrases,":[138],"representation":[142],"learned":[143],"from":[144],"expected":[148],"have":[150],"meaning.":[153]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
