{"id":"https://openalex.org/W4281492683","doi":"https://doi.org/10.3390/sym14051072","title":"Research on Aspect-Level Sentiment Analysis Based on Text Comments","display_name":"Research on Aspect-Level Sentiment Analysis Based on Text Comments","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4281492683","doi":"https://doi.org/10.3390/sym14051072"},"language":"en","primary_location":{"id":"doi:10.3390/sym14051072","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym14051072","pdf_url":"https://www.mdpi.com/2073-8994/14/5/1072/pdf?version=1653616064","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/14/5/1072/pdf?version=1653616064","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017963893","display_name":"Jing Tian","orcid":"https://orcid.org/0000-0002-4084-6911"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Tian","raw_affiliation_strings":["Xinjiang Multilingual Information Technology Laboratory, Xinjiang Multilingual Information Technology Research Center, College of Software, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang Multilingual Information Technology Laboratory, Xinjiang Multilingual Information Technology Research Center, College of Software, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022582114","display_name":"Wushour Slamu","orcid":null},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wushour Slamu","raw_affiliation_strings":["Xinjiang Multilingual Information Technology Laboratory, Xinjiang Multilingual Information Technology Research Center, College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang Multilingual Information Technology Laboratory, Xinjiang Multilingual Information Technology Research Center, College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074155360","display_name":"Miaomiao Xu","orcid":"https://orcid.org/0000-0001-8544-6754"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miaomiao Xu","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084470978","display_name":"Chunbo Xu","orcid":"https://orcid.org/0000-0001-7657-4041"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunbo Xu","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101808109","display_name":"Xue Wang","orcid":"https://orcid.org/0000-0001-8543-9247"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Wang","raw_affiliation_strings":["College of Software, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"College of Software, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022582114"],"corresponding_institution_ids":["https://openalex.org/I96908189"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":1.1115,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81152547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"14","issue":"5","first_page":"1072","last_page":"1072"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9970999956130981,"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/T10028","display_name":"Topic Modeling","score":0.982699990272522,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.9059545397758484},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.844379723072052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.806643009185791},{"id":"https://openalex.org/keywords/semeval","display_name":"SemEval","score":0.7008010149002075},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6536802649497986},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6512171030044556}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.9059545397758484},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.844379723072052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806643009185791},{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.7008010149002075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6536802649497986},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6512171030044556},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym14051072","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym14051072","pdf_url":"https://www.mdpi.com/2073-8994/14/5/1072/pdf?version=1653616064","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9ebba1a4a4c645d8bfcbc4192b1b18c0","is_oa":true,"landing_page_url":"https://doaj.org/article/9ebba1a4a4c645d8bfcbc4192b1b18c0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 14, Iss 5, p 1072 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/14/5/1072/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym14051072","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry; Volume 14; Issue 5; Pages: 1072","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym14051072","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym14051072","pdf_url":"https://www.mdpi.com/2073-8994/14/5/1072/pdf?version=1653616064","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281492683.pdf","grobid_xml":"https://content.openalex.org/works/W4281492683.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W2766140847","https://openalex.org/W2779594574","https://openalex.org/W2787956672","https://openalex.org/W2805310212","https://openalex.org/W2810665353","https://openalex.org/W2914940294","https://openalex.org/W2919352650","https://openalex.org/W2944312134","https://openalex.org/W2952357537","https://openalex.org/W2955483668","https://openalex.org/W2964098749","https://openalex.org/W2964649370","https://openalex.org/W2973284048","https://openalex.org/W2982302493","https://openalex.org/W2993843842","https://openalex.org/W2999606367","https://openalex.org/W3003580126","https://openalex.org/W3012142135","https://openalex.org/W3021874562","https://openalex.org/W3028519758","https://openalex.org/W3039554467","https://openalex.org/W3094290105","https://openalex.org/W3108053017","https://openalex.org/W3109383772","https://openalex.org/W3128513378","https://openalex.org/W3162663873","https://openalex.org/W3191794863","https://openalex.org/W3211120741","https://openalex.org/W3211490485","https://openalex.org/W4200305879","https://openalex.org/W4206326349","https://openalex.org/W4221044778","https://openalex.org/W4225650823","https://openalex.org/W6750213622","https://openalex.org/W6768015447","https://openalex.org/W6786288666","https://openalex.org/W6795723267","https://openalex.org/W6803691033"],"related_works":["https://openalex.org/W3116116498","https://openalex.org/W3029012650","https://openalex.org/W2776212826","https://openalex.org/W3214323197","https://openalex.org/W4385571001","https://openalex.org/W2117643817","https://openalex.org/W47912076","https://openalex.org/W1984947604","https://openalex.org/W2783863087","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Sentiment":[0,81,87],"analysis":[1],"is":[2,61],"the":[3,17,40,44,51,71,95,104,112,125,133,136],"processing":[4],"of":[5,25,30,43,70,106,116,135],"textual":[6],"data":[7],"and":[8,67,74,101,121,123],"giving":[9],"positive":[10],"or":[11,28],"negative":[12],"opinions":[13],"to":[14,92],"sentences.":[15],"In":[16,90],"ABSA":[18,45],"dataset,":[19,56],"most":[20],"sentences":[21,29],"contain":[22],"one":[23,31],"aspect":[24,32,99],"sentiment":[26,36,41],"polarity,":[27],"have":[33],"multiple":[34],"identical":[35],"polarities,":[37],"which":[38,58],"weakens":[39],"polarity":[42,105],"dataset.":[46],"Therefore,":[47],"this":[48,109],"paper":[49,110],"uses":[50],"SemEval":[52],"14":[53],"Restaurant":[54],"Review":[55],"in":[57],"each":[59],"document":[60],"symmetrically":[62,93],"divided":[63],"into":[64],"individual":[65],"sentences,":[66],"two":[68],"versions":[69],"datasets":[72],"ATSA":[73],"ACSA":[75],"are":[76],"created.":[77],"ATSA:":[78],"Aspect":[79,85],"Term":[80],"Analysis":[82,88],"Dataset.":[83,89],"ACSA:":[84],"Category":[86],"order":[91],"simulate":[94],"complex":[96],"relationship":[97],"between":[98],"contexts":[100],"accurately":[102],"extract":[103],"emotional":[107],"features,":[108],"combines":[111,118],"latest":[113],"development":[114],"trend":[115],"NLP,":[117],"capsule":[119],"network":[120],"BRET,":[122],"proposes":[124],"baseline":[126],"model":[127],"CapsNet-BERT.":[128],"The":[129],"experimental":[130],"results":[131],"verify":[132],"effectiveness":[134],"model.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}