{"id":"https://openalex.org/W2765739996","doi":"https://doi.org/10.1109/taffc.2017.2764470","title":"Intensional Learning to Efficiently Build Up Automatically Annotated Emotion Corpora","display_name":"Intensional Learning to Efficiently Build Up Automatically Annotated Emotion Corpora","publication_year":2017,"publication_date":"2017-10-19","ids":{"openalex":"https://openalex.org/W2765739996","doi":"https://doi.org/10.1109/taffc.2017.2764470","mag":"2765739996"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2017.2764470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2017.2764470","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://rua.ua.es/dspace/bitstream/10045/82750/1/2018_Canales_etal_%20IEEETransAffectComp_accepted.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071414690","display_name":"Lea Canales","orcid":"https://orcid.org/0000-0001-5018-5400"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lea Canales","raw_affiliation_strings":["Department of Software and Computing System, University of Alicante, Alicante, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5018-5400","affiliations":[{"raw_affiliation_string":"Department of Software and Computing System, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489","https://openalex.org/I97750245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006685038","display_name":"Carlo Strapparava","orcid":"https://orcid.org/0000-0002-9365-0242"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Strapparava","raw_affiliation_strings":["Human Language Technology, Fondazione Bruno Kessler, Trento, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9365-0242","affiliations":[{"raw_affiliation_string":"Human Language Technology, Fondazione Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056133675","display_name":"Est\u00e9r Boldrini","orcid":"https://orcid.org/0000-0002-9729-9912"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ester Boldrini","raw_affiliation_strings":["Department of Software and Computing System, University of Alicante, Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software and Computing System, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489","https://openalex.org/I97750245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029065205","display_name":"Patricio Mart\u00ednez-Barco","orcid":"https://orcid.org/0000-0003-4972-6083"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Patricio Martinez-Barco","raw_affiliation_strings":["Department of Software and Computing System, University of Alicante, Alicante, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4972-6083","affiliations":[{"raw_affiliation_string":"Department of Software and Computing System, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489","https://openalex.org/I97750245"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9969,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.8295657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"2","first_page":"335","last_page":"347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T11550","display_name":"Text and Document Classification Technologies","score":0.994700014591217,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9925000071525574,"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/computer-science","display_name":"Computer science","score":0.7522678375244141},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6312342882156372},{"id":"https://openalex.org/keywords/bootstrapping","display_name":"Bootstrapping (finance)","score":0.6104130744934082},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5939485430717468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5903534889221191},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.562673807144165},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5561404228210449},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5400643348693848},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4682997763156891},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.45963507890701294},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45360055565834045},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.42177021503448486},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3832895755767822}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7522678375244141},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6312342882156372},{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.6104130744934082},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5939485430717468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5903534889221191},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.562673807144165},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5561404228210449},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5400643348693848},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4682997763156891},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.45963507890701294},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45360055565834045},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.42177021503448486},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3832895755767822},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/taffc.2017.2764470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2017.2764470","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"},{"id":"pmh:oai:rua.ua.es:10045/82750","is_oa":true,"landing_page_url":"http://hdl.handle.net/10045/82750","pdf_url":"http://rua.ua.es/dspace/bitstream/10045/82750/1/2018_Canales_etal_%20IEEETransAffectComp_accepted.pdf","source":{"id":"https://openalex.org/S4306400416","display_name":"Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130194489","host_organization_name":"University of Alicante","host_organization_lineage":["https://openalex.org/I130194489"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unitn.it:11572/342816","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/8074743","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:rua.ua.es:10045/82750","is_oa":true,"landing_page_url":"http://hdl.handle.net/10045/82750","pdf_url":"http://rua.ua.es/dspace/bitstream/10045/82750/1/2018_Canales_etal_%20IEEETransAffectComp_accepted.pdf","source":{"id":"https://openalex.org/S4306400416","display_name":"Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130194489","host_organization_name":"University of Alicante","host_organization_lineage":["https://openalex.org/I130194489"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1415080115","display_name":null,"funder_award_id":"EEBB-I-15-10108","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5991473275","display_name":null,"funder_award_id":"EEBB-I-16-11174","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G7854575425","display_name":null,"funder_award_id":"GRE16-01","funder_id":"https://openalex.org/F4320311011","funder_display_name":"Universidad de Alicante"}],"funders":[{"id":"https://openalex.org/F4320309764","display_name":"Fundaci\u00f3n BBVA","ror":"https://ror.org/01jzs3b90"},{"id":"https://openalex.org/F4320311011","display_name":"Universidad de Alicante","ror":"https://ror.org/05t8bcz72"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320323113","display_name":"Banco Bilbao Vizcaya Argentaria","ror":"https://ror.org/0537dnd74"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2765739996.pdf","grobid_xml":"https://content.openalex.org/works/W2765739996.grobid-xml"},"referenced_works_count":97,"referenced_works":["https://openalex.org/W6274171","https://openalex.org/W24085112","https://openalex.org/W84079877","https://openalex.org/W100337813","https://openalex.org/W135937222","https://openalex.org/W197270748","https://openalex.org/W360716292","https://openalex.org/W1492041649","https://openalex.org/W1492737170","https://openalex.org/W1495260537","https://openalex.org/W1513398909","https://openalex.org/W1523825873","https://openalex.org/W1542713999","https://openalex.org/W1549434858","https://openalex.org/W1562922196","https://openalex.org/W1569507287","https://openalex.org/W1614298861","https://openalex.org/W1807647822","https://openalex.org/W1971222444","https://openalex.org/W1985094642","https://openalex.org/W2011549243","https://openalex.org/W2028742638","https://openalex.org/W2032031606","https://openalex.org/W2040467972","https://openalex.org/W2043181832","https://openalex.org/W2050730017","https://openalex.org/W2053154970","https://openalex.org/W2064230935","https://openalex.org/W2066064791","https://openalex.org/W2081580037","https://openalex.org/W2084022700","https://openalex.org/W2098136027","https://openalex.org/W2101210369","https://openalex.org/W2102998034","https://openalex.org/W2105038653","https://openalex.org/W2105464441","https://openalex.org/W2105468141","https://openalex.org/W2117808614","https://openalex.org/W2121060811","https://openalex.org/W2123442489","https://openalex.org/W2130337399","https://openalex.org/W2133990480","https://openalex.org/W2140676672","https://openalex.org/W2147152072","https://openalex.org/W2149628368","https://openalex.org/W2150617068","https://openalex.org/W2150824314","https://openalex.org/W2151543699","https://openalex.org/W2159195286","https://openalex.org/W2161014506","https://openalex.org/W2167036105","https://openalex.org/W2168493061","https://openalex.org/W2171506566","https://openalex.org/W2250539671","https://openalex.org/W2251642297","https://openalex.org/W2251869843","https://openalex.org/W2294703018","https://openalex.org/W2330376137","https://openalex.org/W2403668970","https://openalex.org/W2404480901","https://openalex.org/W2531705611","https://openalex.org/W2540093921","https://openalex.org/W2565744846","https://openalex.org/W2574514673","https://openalex.org/W2576454451","https://openalex.org/W2714266372","https://openalex.org/W2785349534","https://openalex.org/W2950577311","https://openalex.org/W2962750587","https://openalex.org/W2963061446","https://openalex.org/W2963584820","https://openalex.org/W3027304069","https://openalex.org/W3185020698","https://openalex.org/W4213039597","https://openalex.org/W4243517533","https://openalex.org/W4251591997","https://openalex.org/W4285719527","https://openalex.org/W4297673324","https://openalex.org/W6600249337","https://openalex.org/W6601005377","https://openalex.org/W6603373351","https://openalex.org/W6604112257","https://openalex.org/W6608048608","https://openalex.org/W6632702419","https://openalex.org/W6632897493","https://openalex.org/W6636510571","https://openalex.org/W6675696094","https://openalex.org/W6682209933","https://openalex.org/W6683788586","https://openalex.org/W6697146284","https://openalex.org/W6713580548","https://openalex.org/W6713894373","https://openalex.org/W6730468875","https://openalex.org/W6731741027","https://openalex.org/W6732069793","https://openalex.org/W6747435310","https://openalex.org/W6981534677"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Textual":[0],"emotion":[1,44,62,130],"detection":[2],"has":[3],"a":[4,69,89,109,126],"high":[5],"impact":[6],"on":[7,52,73,112],"business,":[8],"society,":[9],"politics":[10],"or":[11,19,24,104],"education":[12],"with":[13,79,132],"applications":[14],"such":[15],"as,":[16],"detecting":[17],"depression":[18],"personality":[20],"traits,":[21],"suicide":[22],"prevention":[23],"identifying":[25],"cases":[26],"of":[27,34,43,91,125,129,134],"cyber-bulling.":[28],"Given":[29],"this":[30],"context,":[31],"the":[32,41,55,113,138],"objective":[33],"our":[35],"research":[36],"is":[37,66,94],"to":[38,40,60,67,137],"contribute":[39],"improvement":[42],"recognition":[45],"task":[46],"through":[47],"an":[48,84,122],"automatic":[49,77],"technique":[50,118],"focused":[51],"reducing":[53],"both":[54],"time":[56],"and":[57,96],"cost":[58],"needed":[59],"develop":[61],"corpora.":[63],"Our":[64],"proposal":[65],"exploit":[68],"bootstrapping":[70],"approach":[71],"based":[72],"intensional":[74],"learning":[75],"for":[76],"annotations":[78],"two":[80],"main":[81],"steps:":[82],"1)":[83],"initial":[85],"similarity-based":[86],"categorization":[87],"where":[88],"set":[90],"seed":[92],"sentences":[93],"created":[95],"extended":[97],"by":[98],"distributional":[99],"semantic":[100],"similarity":[101],"(word":[102],"vectors":[103],"word":[105],"embeddings);":[106],"2)":[107],"train":[108],"supervised":[110],"classifier":[111],"initially":[114],"categorized":[115],"set.":[116],"The":[117],"proposed":[119],"allows":[120],"us":[121],"efficient":[123],"annotation":[124],"large":[127],"amount":[128],"data":[131],"standards":[133],"reliability":[135],"according":[136],"evaluation":[139],"results.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-11-10T00:00:00"}
