{"id":"https://openalex.org/W3199079847","doi":"https://doi.org/10.1007/978-3-030-87802-3_53","title":"Opinion Classification via Word and Emoji Embedding Models with LSTM","display_name":"Opinion Classification via Word and Emoji Embedding Models with LSTM","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199079847","doi":"https://doi.org/10.1007/978-3-030-87802-3_53","mag":"3199079847"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87802-3_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87802-3_53","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5069266874","display_name":"Ilyos Rabbimov","orcid":"https://orcid.org/0000-0001-6681-1103"},"institutions":[{"id":"https://openalex.org/I1299170990","display_name":"Samarkand State University named after Sharof Rashidov","ror":"https://ror.org/02b6gy972","country_code":"UZ","type":"education","lineage":["https://openalex.org/I1299170990"]}],"countries":["UZ"],"is_corresponding":true,"raw_author_name":"Ilyos Rabbimov","raw_affiliation_strings":["Faculty of Digital Technologies, Samarkand State University, Samarkand, Uzbekistan"],"affiliations":[{"raw_affiliation_string":"Faculty of Digital Technologies, Samarkand State University, Samarkand, Uzbekistan","institution_ids":["https://openalex.org/I1299170990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020795867","display_name":"Sami Kobilov","orcid":"https://orcid.org/0000-0003-0399-8892"},"institutions":[{"id":"https://openalex.org/I1299170990","display_name":"Samarkand State University named after Sharof Rashidov","ror":"https://ror.org/02b6gy972","country_code":"UZ","type":"education","lineage":["https://openalex.org/I1299170990"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Sami Kobilov","raw_affiliation_strings":["Faculty of Digital Technologies, Samarkand State University, Samarkand, Uzbekistan"],"affiliations":[{"raw_affiliation_string":"Faculty of Digital Technologies, Samarkand State University, Samarkand, Uzbekistan","institution_ids":["https://openalex.org/I1299170990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016006232","display_name":"Iosif Mporas","orcid":"https://orcid.org/0000-0001-6984-0268"},"institutions":[{"id":"https://openalex.org/I141584323","display_name":"University of Hertfordshire","ror":"https://ror.org/0267vjk41","country_code":"GB","type":"education","lineage":["https://openalex.org/I141584323"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Iosif Mporas","raw_affiliation_strings":["School of Physics, Engineering and Computer Science, University of Hertfordshire, Hatfield, UK"],"affiliations":[{"raw_affiliation_string":"School of Physics, Engineering and Computer Science, University of Hertfordshire, Hatfield, UK","institution_ids":["https://openalex.org/I141584323"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069266874"],"corresponding_institution_ids":["https://openalex.org/I1299170990"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.7926,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.87415788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"589","last_page":"601"},"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9976000189781189,"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":0.9962999820709229,"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/emoji","display_name":"Emoji","score":0.8700889348983765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8567740321159363},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.756423830986023},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.6627476215362549},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6079277992248535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5744199156761169},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4647046625614166},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.44533565640449524},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37151843309402466},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.12783294916152954},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11718350648880005},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.07905453443527222}],"concepts":[{"id":"https://openalex.org/C2779247141","wikidata":"https://www.wikidata.org/wiki/Q1049294","display_name":"Emoji","level":3,"score":0.8700889348983765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8567740321159363},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.756423830986023},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.6627476215362549},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6079277992248535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5744199156761169},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4647046625614166},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.44533565640449524},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37151843309402466},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.12783294916152954},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11718350648880005},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.07905453443527222},{"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:10.1007/978-3-030-87802-3_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87802-3_53","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2083958278","https://openalex.org/W2095705004","https://openalex.org/W2122522916","https://openalex.org/W2146338426","https://openalex.org/W2153579005","https://openalex.org/W2250539671","https://openalex.org/W2271840356","https://openalex.org/W2493916176","https://openalex.org/W2557331544","https://openalex.org/W2571906210","https://openalex.org/W2740582239","https://openalex.org/W2751544087","https://openalex.org/W2801661935","https://openalex.org/W2806452745","https://openalex.org/W2808800637","https://openalex.org/W2900058124","https://openalex.org/W2904055881","https://openalex.org/W2908725754","https://openalex.org/W2941799245","https://openalex.org/W2945387691","https://openalex.org/W2951046759","https://openalex.org/W2963291843","https://openalex.org/W2963667932","https://openalex.org/W2965098067","https://openalex.org/W2999898974","https://openalex.org/W3003618396","https://openalex.org/W3024677490","https://openalex.org/W3032096471","https://openalex.org/W3093232402","https://openalex.org/W3093406901","https://openalex.org/W3106003309","https://openalex.org/W3133575378"],"related_works":["https://openalex.org/W4385386330","https://openalex.org/W4288407670","https://openalex.org/W947140380","https://openalex.org/W3186997021","https://openalex.org/W2997097677","https://openalex.org/W4200618314","https://openalex.org/W4308088897","https://openalex.org/W2911655849","https://openalex.org/W4286432911","https://openalex.org/W4230884544"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
