{"id":"https://openalex.org/W2913264019","doi":"https://doi.org/10.5614/itbj.ict.res.appl.2018.12.3.6","title":"A Hierarchical Emotion Classification Technique for Thai Reviews","display_name":"A Hierarchical Emotion Classification Technique for Thai Reviews","publication_year":2018,"publication_date":"2018-12-31","ids":{"openalex":"https://openalex.org/W2913264019","doi":"https://doi.org/10.5614/itbj.ict.res.appl.2018.12.3.6","mag":"2913264019"},"language":"en","primary_location":{"id":"doi:10.5614/itbj.ict.res.appl.2018.12.3.6","doi":"https://doi.org/10.5614/itbj.ict.res.appl.2018.12.3.6","is_oa":true,"landing_page_url":"https://doi.org/10.5614/itbj.ict.res.appl.2018.12.3.6","pdf_url":"http://journals.itb.ac.id/index.php/jictra/article/download/9154/3849","source":{"id":"https://openalex.org/S2737923994","display_name":"Journal of ICT Research and Applications","issn_l":"2337-5787","issn":["2337-5787","2338-5499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310314990","host_organization_name":"ITB Journal Publisher, LPPM ITB","host_organization_lineage":["https://openalex.org/P4310314990"],"host_organization_lineage_names":["ITB Journal Publisher, LPPM ITB"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of ICT Research and Applications","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://journals.itb.ac.id/index.php/jictra/article/download/9154/3849","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019042073","display_name":"Jirawan Charoensuk","orcid":"https://orcid.org/0000-0001-7649-6741","observed_orcids":["https://orcid.org/0000-0001-7649-6741"]},"institutions":[{"id":"https://openalex.org/I159665162","display_name":"National Institute of Development Administration","ror":"https://ror.org/010g30191","country_code":"TH","type":"education","lineage":["https://openalex.org/I159665162"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Jirawan Charoensuk","raw_affiliation_strings":["Graduate School of Applied Statistics, National Institute of Development\nAdministration, 118 Seri-Thai Road, Bangkapi, Bangkok, 10240,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Applied Statistics, National Institute of Development\nAdministration, 118 Seri-Thai Road, Bangkapi, Bangkok, 10240,","institution_ids":["https://openalex.org/I159665162"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039338823","display_name":"Ohm Sornil","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I159665162","display_name":"National Institute of Development Administration","ror":"https://ror.org/010g30191","country_code":"TH","type":"education","lineage":["https://openalex.org/I159665162"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Ohm Sornil","raw_affiliation_strings":["Graduate School of Applied Statistics, National Institute of Development\nAdministration, 118 Seri-Thai Road, Bangkapi, Bangkok, 10240,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Applied Statistics, National Institute of Development\nAdministration, 118 Seri-Thai Road, Bangkapi, Bangkok, 10240,","institution_ids":["https://openalex.org/I159665162"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I159665162"],"apc_list":{"value":150,"currency":"USD","value_usd":150},"apc_paid":{"value":150,"currency":"USD","value_usd":150},"fwci":0.4226,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70002608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"12","issue":"3","first_page":"280","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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":0.9994999766349792,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0005000000237487257,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.0,"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/emotion-classification","display_name":"emotion classification","score":0.9819999933242798},{"id":"https://openalex.org/keywords/thai-language","display_name":"Thai language","score":0.8939999938011169},{"id":"https://openalex.org/keywords/customer-reviews","display_name":"customer reviews","score":0.6830000281333923},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.8610000014305115},{"id":"https://openalex.org/keywords/hierarchical-classification","display_name":"hierarchical classification","score":0.8399999737739563},{"id":"https://openalex.org/keywords/subjectivity-detection","display_name":"subjectivity detection","score":0.8799999952316284},{"id":"https://openalex.org/keywords/sentiment-polarity","display_name":"sentiment polarity","score":0.7110000252723694},{"id":"https://openalex.org/keywords/informal-text","display_name":"informal text","score":0.6169999837875366},{"id":"https://openalex.org/keywords/affective-computing","display_name":"affective computing","score":0.8040000200271606}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45291516184806824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4376601576805115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4076378047466278},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4037971496582031},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35902827978134155}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5614/itbj.ict.res.appl.2018.12.3.6","doi":"https://doi.org/10.5614/itbj.ict.res.appl.2018.12.3.6","is_oa":true,"landing_page_url":"https://doi.org/10.5614/itbj.ict.res.appl.2018.12.3.6","pdf_url":"http://journals.itb.ac.id/index.php/jictra/article/download/9154/3849","source":{"id":"https://openalex.org/S2737923994","display_name":"Journal of ICT Research and Applications","issn_l":"2337-5787","issn":["2337-5787","2338-5499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310314990","host_organization_name":"ITB Journal Publisher, LPPM ITB","host_organization_lineage":["https://openalex.org/P4310314990"],"host_organization_lineage_names":["ITB Journal Publisher, LPPM ITB"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of ICT Research and Applications","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6d9bb790b3b446419c61a63c072575e9","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/6d9bb790b3b446419c61a63c072575e9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of ICT Research and Applications, Vol 12, Iss 3 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.5614/itbj.ict.res.appl.2018.12.3.6","doi":"https://doi.org/10.5614/itbj.ict.res.appl.2018.12.3.6","is_oa":true,"landing_page_url":"https://doi.org/10.5614/itbj.ict.res.appl.2018.12.3.6","pdf_url":"http://journals.itb.ac.id/index.php/jictra/article/download/9154/3849","source":{"id":"https://openalex.org/S2737923994","display_name":"Journal of ICT Research and Applications","issn_l":"2337-5787","issn":["2337-5787","2338-5499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310314990","host_organization_name":"ITB Journal Publisher, LPPM ITB","host_organization_lineage":["https://openalex.org/P4310314990"],"host_organization_lineage_names":["ITB Journal Publisher, LPPM ITB"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of ICT Research and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2913264019.pdf","grobid_xml":"https://content.openalex.org/works/W2913264019.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1515087027","https://openalex.org/W1550206324","https://openalex.org/W1966797434","https://openalex.org/W1967380540","https://openalex.org/W1989104072","https://openalex.org/W2004692958","https://openalex.org/W2032254851","https://openalex.org/W2075259556","https://openalex.org/W2079521622","https://openalex.org/W2080830759","https://openalex.org/W2105993120","https://openalex.org/W2108646579","https://openalex.org/W2125055259","https://openalex.org/W2133180260","https://openalex.org/W2154716422","https://openalex.org/W2175240007","https://openalex.org/W2186803398","https://openalex.org/W2251083115","https://openalex.org/W2407789994","https://openalex.org/W2792578050","https://openalex.org/W4285719527","https://openalex.org/W6683567821","https://openalex.org/W6714405778"],"related_works":["https://openalex.org/W2004692958","https://openalex.org/W2140081503","https://openalex.org/W2044316121","https://openalex.org/W4408992464","https://openalex.org/W2075259556","https://openalex.org/W4393951203","https://openalex.org/W4387843080","https://openalex.org/W7208465793","https://openalex.org/W7215568837","https://openalex.org/W6989243807"],"abstract_inverted_index":{"Emotion":[0,53],"classification":[1,54,71],"is":[2,111,119,126],"an":[3,58],"interesting":[4],"problem":[5],"in":[6,13,74,79,93],"affective":[7],"computing":[8],"that":[9,39,101],"can":[10],"be":[11],"applied":[12],"various":[14],"tasks,":[15],"such":[16],"as":[17],"speech":[18],"synthesis,":[19],"image":[20],"processing":[21],"and":[22,42,95,121,135,140],"text":[23],"processing.":[24],"With":[25],"the":[26,33,75,106,109,115,123,129],"increasing":[27],"amount":[28],"of":[29,37,72,89,108,117],"textual":[30],"data":[31],"on":[32],"Internet,":[34],"especially":[35],"reviews":[36,47],"customers":[38],"express":[40],"opinions":[41,73],"emotions":[43],"about":[44],"products.":[45],"These":[46],"are":[48],"important":[49],"feedback":[50],"for":[51,61,69],"companies.":[52],"aims":[55],"to":[56],"identify":[57],"emotion":[59,70],"label":[60,125],"each":[62],"review.":[63],"This":[64],"research":[65],"investigated":[66],"three":[67],"approaches":[68],"Thai":[76],"language,":[77],"written":[78],"unstructured":[80],"format,":[81],"free":[82],"form":[83],"or":[84],"informal":[85],"style.":[86],"Different":[87],"sets":[88],"features":[90],"were":[91],"studied":[92],"detail":[94],"analyzed.":[96],"The":[97],"experimental":[98],"results":[99],"showed":[100],"a":[102],"hierarchical":[103],"approach,":[104],"where":[105],"subjectivity":[107],"review":[110],"determined":[112],"first,":[113],"then":[114],"polarity":[116],"opinion":[118],"identified":[120],"finally":[122],"emotional":[124],"calculated,":[127],"yielded":[128],"highest":[130],"performance,":[131],"with":[132],"precision,":[133],"recall":[134],"F-measure":[136],"at":[137],"0.691,":[138],"0.743":[139],"0.709,":[141],"respectively.":[142]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2019-02-21T00:00:00"}