{"id":"https://openalex.org/W4393018768","doi":"https://doi.org/10.1049/cit2.12300","title":"GP\u2010FMLNet: A feature matrix learning network enhanced by glyph and phonetic information for Chinese sentiment analysis","display_name":"GP\u2010FMLNet: A feature matrix learning network enhanced by glyph and phonetic information for Chinese sentiment analysis","publication_year":2024,"publication_date":"2024-03-19","ids":{"openalex":"https://openalex.org/W4393018768","doi":"https://doi.org/10.1049/cit2.12300"},"language":"en","primary_location":{"id":"doi:10.1049/cit2.12300","is_oa":true,"landing_page_url":"https://doi.org/10.1049/cit2.12300","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/cit2.12300","source":{"id":"https://openalex.org/S2898415742","display_name":"CAAI Transactions on Intelligence Technology","issn_l":"2468-2322","issn":["2468-2322","2468-6557"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CAAI Transactions on Intelligence Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/cit2.12300","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100386753","display_name":"Jing Li","orcid":"https://orcid.org/0000-0003-2003-5545"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Li","raw_affiliation_strings":["Beijing Key Laboratory of Knowledge Engineering for Materials Science University of Science and Technology Beijing  Beijing China","School of Computer and Communication Engineering University of Science and Technology Beijing  Beijing China","Beijing Key Laboratory of Knowledge Engineering for Materials Science, University of Science and Technology Beijing, Beijing, China","School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science University of Science and Technology Beijing  Beijing China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering University of Science and Technology Beijing  Beijing China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101567695","display_name":"Dezheng Zhang","orcid":"https://orcid.org/0000-0002-0647-3154"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dezheng Zhang","raw_affiliation_strings":["Beijing Key Laboratory of Knowledge Engineering for Materials Science University of Science and Technology Beijing  Beijing China","School of Computer and Communication Engineering University of Science and Technology Beijing  Beijing China","School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","Beijing Key Laboratory of Knowledge Engineering for Materials Science, University of Science and Technology Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science University of Science and Technology Beijing  Beijing China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering University of Science and Technology Beijing  Beijing China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602723","display_name":"Yonghong Xie","orcid":"https://orcid.org/0000-0002-3398-6262"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghong Xie","raw_affiliation_strings":["Beijing Key Laboratory of Knowledge Engineering for Materials Science University of Science and Technology Beijing  Beijing China","School of Computer and Communication Engineering University of Science and Technology Beijing  Beijing China","Beijing Key Laboratory of Knowledge Engineering for Materials Science, University of Science and Technology Beijing, Beijing, China","School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science University of Science and Technology Beijing  Beijing China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering University of Science and Technology Beijing  Beijing China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086313562","display_name":"Aziguli Wulamu","orcid":"https://orcid.org/0000-0001-7228-7838"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Aziguli Wulamu","raw_affiliation_strings":["Beijing Key Laboratory of Knowledge Engineering for Materials Science University of Science and Technology Beijing  Beijing China","School of Computer and Communication Engineering University of Science and Technology Beijing  Beijing China","School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","Beijing Key Laboratory of Knowledge Engineering for Materials Science, University of Science and Technology Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science University of Science and Technology Beijing  Beijing China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering University of Science and Technology Beijing  Beijing China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100446933","display_name":"Yao Zhang","orcid":"https://orcid.org/0000-0001-5371-2392"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yao Zhang","raw_affiliation_strings":["University of Alberta  Edmonton Alberta Canada","University of Alberta, Edmonton, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"University of Alberta  Edmonton Alberta Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086313562"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":0.3626,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6179438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"9","issue":"4","first_page":"960","last_page":"972"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9979000091552734,"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":0.9950000047683716,"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/glyph","display_name":"Glyph (data visualization)","score":0.8584619760513306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.585715651512146},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5538992881774902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5204927325248718},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.45348379015922546},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38138628005981445},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34768956899642944},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.12802454829216003},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.12631374597549438}],"concepts":[{"id":"https://openalex.org/C142816647","wikidata":"https://www.wikidata.org/wiki/Q5573018","display_name":"Glyph (data visualization)","level":3,"score":0.8584619760513306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.585715651512146},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5538992881774902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5204927325248718},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.45348379015922546},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38138628005981445},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34768956899642944},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.12802454829216003},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.12631374597549438},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1049/cit2.12300","is_oa":true,"landing_page_url":"https://doi.org/10.1049/cit2.12300","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/cit2.12300","source":{"id":"https://openalex.org/S2898415742","display_name":"CAAI Transactions on Intelligence Technology","issn_l":"2468-2322","issn":["2468-2322","2468-6557"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CAAI Transactions on Intelligence Technology","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:afb98aee06224e2c9877a83751a0d78e","is_oa":true,"landing_page_url":"https://doaj.org/article/afb98aee06224e2c9877a83751a0d78e","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":"CAAI Transactions on Intelligence Technology, Vol 9, Iss 4, Pp 960-972 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1049/cit2.12300","is_oa":true,"landing_page_url":"https://doi.org/10.1049/cit2.12300","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/cit2.12300","source":{"id":"https://openalex.org/S2898415742","display_name":"CAAI Transactions on Intelligence Technology","issn_l":"2468-2322","issn":["2468-2322","2468-6557"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CAAI Transactions on Intelligence Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393018768.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1501931667","https://openalex.org/W2788610610","https://openalex.org/W2790250716","https://openalex.org/W2917817424","https://openalex.org/W2926264417","https://openalex.org/W2963168371","https://openalex.org/W2964164368","https://openalex.org/W2986753851","https://openalex.org/W3003618396","https://openalex.org/W3005043037","https://openalex.org/W3122723700","https://openalex.org/W3167369375","https://openalex.org/W3168820831","https://openalex.org/W3174396451","https://openalex.org/W3184239491","https://openalex.org/W3187669469","https://openalex.org/W3211095765","https://openalex.org/W3217801806","https://openalex.org/W4210532528","https://openalex.org/W4210827551","https://openalex.org/W4211043794","https://openalex.org/W4212812497","https://openalex.org/W4220706440","https://openalex.org/W4221117831","https://openalex.org/W4224011737","https://openalex.org/W4280572812","https://openalex.org/W4283693565","https://openalex.org/W4291023040","https://openalex.org/W4293330951","https://openalex.org/W4310118137","https://openalex.org/W4312261093","https://openalex.org/W4312805658","https://openalex.org/W4320518830","https://openalex.org/W4381616474"],"related_works":["https://openalex.org/W2350760135","https://openalex.org/W2090371563","https://openalex.org/W1972316918","https://openalex.org/W2151948537","https://openalex.org/W4312601913","https://openalex.org/W4212776738","https://openalex.org/W2786162233","https://openalex.org/W2964313340","https://openalex.org/W2948259442","https://openalex.org/W4386159726"],"abstract_inverted_index":{"Abstract":[0],"Sentiment":[1],"analysis":[2,6,24,191],"is":[3],"a":[4,16,31,59,72],"fine\u2010grained":[5],"task":[7],"that":[8,63,86,171],"aims":[9],"to":[10,83,134,143,156],"identify":[11],"the":[12,54,56,88,99,110,120,125,136,149,159,162,172,177,185],"sentiment":[13,23,28,43,105,190],"polarity":[14,106],"of":[15,101,161,187],"specified":[17],"sentence.":[18],"Existing":[19],"methods":[20],"in":[21,147,152],"Chinese":[22,189],"tasks":[25],"only":[26],"consider":[27],"features":[29,80,118],"from":[30,119],"single":[32],"pole":[33],"and":[34,36,41,67,70,116,130,155,179,182],"scale":[35],"thus":[37],"cannot":[38],"fully":[39,175],"exploit":[40],"utilise":[42],"feature":[44,74],"information,":[45],"making":[46],"their":[47,141],"performance":[48,186],"less":[49],"than":[50],"ideal.":[51],"To":[52],"resolve":[53],"problem,":[55],"authors":[57,111,126],"propose":[58],"new":[60],"method,":[61],"GP\u2010FMLNet,":[62],"integrates":[64],"both":[65],"glyph":[66,94,178],"phonetic":[68,79,137,180],"information":[69,91,181],"design":[71],"novel":[73],"matrix":[75,131],"learning":[76],"process":[77],"for":[78],"with":[81,158],"which":[82,139],"model":[84,135,142,174],"words":[85,103,151],"have":[87],"same":[89],"pinyin":[90,117],"but":[92],"different":[93],"information.":[95],"Our":[96],"method":[97],"solves":[98],"problem":[100],"misspelling":[102],"influencing":[104],"prediction":[107],"results.":[108],"Specifically,":[109],"iteratively":[112],"mine":[113],"character,":[114],"glyph,":[115],"input":[121],"comments":[122],"sentences.":[123],"Then,":[124],"use":[127],"soft":[128],"attention":[129],"compound":[132],"modules":[133],"features,":[138],"empowers":[140],"keep":[144],"on":[145,148,166,184],"zeroing":[146],"dynamic\u2010setting":[150],"various":[153],"positions":[154],"dispense":[157],"impacts":[160],"deceptive\u2010setting":[163],"ones.":[164],"Experiments":[165],"six":[167],"public":[168],"datasets":[169],"prove":[170],"proposed":[173],"utilises":[176],"improves":[183],"existing":[188],"algorithms.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}