{"id":"https://openalex.org/W4312473121","doi":"https://doi.org/10.1007/978-3-031-21422-6_10","title":"Convolutional Neural Networks Applied to\u00a0Emotion Analysis in\u00a0Texts: Experimentation from\u00a0the\u00a0Mexican Context","display_name":"Convolutional Neural Networks Applied to\u00a0Emotion Analysis in\u00a0Texts: Experimentation from\u00a0the\u00a0Mexican Context","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312473121","doi":"https://doi.org/10.1007/978-3-031-21422-6_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-21422-6_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21422-6_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5055780155","display_name":"Juan-Carlos Gardu\u00f1o-Miralrio","orcid":"https://orcid.org/0000-0002-5607-6464"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Juan-Carlos Gardu\u00f1o-Miralrio","raw_affiliation_strings":["Universidad Autonoma del Estado de M\u00e9xico, Toluca, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Autonoma del Estado de M\u00e9xico, Toluca, Mexico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088159892","display_name":"David Valle-Cruz","orcid":"https://orcid.org/0000-0002-5204-8095"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"David Valle-Cruz","raw_affiliation_strings":["Universidad Autonoma del Estado de M\u00e9xico, Toluca, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Autonoma del Estado de M\u00e9xico, Toluca, Mexico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065258336","display_name":"Asdr\u00fabal L\u00f3pez\u2010Chau","orcid":"https://orcid.org/0000-0001-5254-0939"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Asdr\u00fabal L\u00f3pez-Chau","raw_affiliation_strings":["Universidad Autonoma del Estado de M\u00e9xico, Toluca, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Autonoma del Estado de M\u00e9xico, Toluca, Mexico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036736059","display_name":"Rafael Rojas-Hern\u00e1ndez","orcid":"https://orcid.org/0000-0001-6649-067X"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Rafael Rojas-Hern\u00e1ndez","raw_affiliation_strings":["Universidad Autonoma del Estado de M\u00e9xico, Toluca, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Autonoma del Estado de M\u00e9xico, Toluca, Mexico","institution_ids":["https://openalex.org/I179647637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055780155"],"corresponding_institution_ids":["https://openalex.org/I179647637"],"apc_list":null,"apc_paid":null,"fwci":2.1583,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90486818,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9930999875068665,"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":0.9706000089645386,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8543490767478943},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.8054853677749634},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7302534580230713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7170174717903137},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6237831711769104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5796627402305603},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.44699135422706604},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4450513422489166},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4389359652996063},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3823587894439697},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3794401288032532},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1290718913078308},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10615861415863037},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.06609582901000977},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.05496278405189514}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8543490767478943},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.8054853677749634},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7302534580230713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7170174717903137},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6237831711769104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5796627402305603},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.44699135422706604},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4450513422489166},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4389359652996063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3823587894439697},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3794401288032532},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1290718913078308},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10615861415863037},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.06609582901000977},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.05496278405189514},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-21422-6_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21422-6_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2091084672","https://openalex.org/W2112796928","https://openalex.org/W2777125197","https://openalex.org/W2803373752","https://openalex.org/W2968915073","https://openalex.org/W3005966864","https://openalex.org/W3040152568","https://openalex.org/W3091976721","https://openalex.org/W3097625287","https://openalex.org/W4200613461","https://openalex.org/W4281936375"],"related_works":["https://openalex.org/W3192794374","https://openalex.org/W4311257506","https://openalex.org/W4362613237","https://openalex.org/W2337926734","https://openalex.org/W4366224123","https://openalex.org/W2963958939","https://openalex.org/W4320802194","https://openalex.org/W4360986142","https://openalex.org/W3173182854","https://openalex.org/W3213901898"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}