{"id":"https://openalex.org/W4389895397","doi":"https://doi.org/10.1007/s13278-023-01168-8","title":"Analyzing online public opinion on Thailand-China high-speed train and Laos-China railway mega-projects using advanced machine learning for sentiment analysis","display_name":"Analyzing online public opinion on Thailand-China high-speed train and Laos-China railway mega-projects using advanced machine learning for sentiment analysis","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4389895397","doi":"https://doi.org/10.1007/s13278-023-01168-8"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-023-01168-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-023-01168-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-023-01168-8.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13278-023-01168-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093522353","display_name":"Manussawee Nokkaew","orcid":null},"institutions":[{"id":"https://openalex.org/I179193067","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50","country_code":"TH","type":"education","lineage":["https://openalex.org/I179193067"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Manussawee Nokkaew","raw_affiliation_strings":["Center of Multidisciplinary Innovation Network Talent (MINT Center), Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai, 43000, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Multidisciplinary Innovation Network Talent (MINT Center), Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai, 43000, Thailand","institution_ids":["https://openalex.org/I179193067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047172904","display_name":"Kwankamol Nongpong","orcid":"https://orcid.org/0009-0009-6412-0291"},"institutions":[{"id":"https://openalex.org/I115748381","display_name":"Assumption University","ror":"https://ror.org/03zmqc707","country_code":"TH","type":"education","lineage":["https://openalex.org/I115748381"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Kwankamol Nongpong","raw_affiliation_strings":["Intelligent Systems Research Laboratory, Vincent Mary School of Science and Technology, Assumption University, Bangkok, 10540, Samutprakarn, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Laboratory, Vincent Mary School of Science and Technology, Assumption University, Bangkok, 10540, Samutprakarn, Thailand","institution_ids":["https://openalex.org/I115748381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108886786","display_name":"Tapanan Yeophantong","orcid":null},"institutions":[{"id":"https://openalex.org/I115748381","display_name":"Assumption University","ror":"https://ror.org/03zmqc707","country_code":"TH","type":"education","lineage":["https://openalex.org/I115748381"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Tapanan Yeophantong","raw_affiliation_strings":["Intelligent Systems Research Laboratory, Vincent Mary School of Science and Technology, Assumption University, Bangkok, 10540, Samutprakarn, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Laboratory, Vincent Mary School of Science and Technology, Assumption University, Bangkok, 10540, Samutprakarn, Thailand","institution_ids":["https://openalex.org/I115748381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030191805","display_name":"Pattravadee Ploykitikoon","orcid":null},"institutions":[{"id":"https://openalex.org/I1332092204","display_name":"National Science and Technology Development Agency","ror":"https://ror.org/04vy95b61","country_code":"TH","type":"government","lineage":["https://openalex.org/I1332092204"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pattravadee Ploykitikoon","raw_affiliation_strings":["Software Park Thailand, National Science and Technology Development Agency, Nonthaburi, 11120, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Park Thailand, National Science and Technology Development Agency, Nonthaburi, 11120, Thailand","institution_ids":["https://openalex.org/I1332092204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005184838","display_name":"Weerachai Arjharn","orcid":"https://orcid.org/0000-0001-7054-1759"},"institutions":[{"id":"https://openalex.org/I1332092204","display_name":"National Science and Technology Development Agency","ror":"https://ror.org/04vy95b61","country_code":"TH","type":"government","lineage":["https://openalex.org/I1332092204"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Weerachai Arjharn","raw_affiliation_strings":["Thailand Science Park, National Science and Technology Development Agency, Bangkok, 12120, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thailand Science Park, National Science and Technology Development Agency, Bangkok, 12120, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I1332092204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023718341","display_name":"Apirat Siritaratiwat","orcid":"https://orcid.org/0000-0001-6568-4675"},"institutions":[{"id":"https://openalex.org/I179193067","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50","country_code":"TH","type":"education","lineage":["https://openalex.org/I179193067"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Apirat Siritaratiwat","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, Khon Kaen University, Khon Kaen, 40002, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Khon Kaen University, Khon Kaen, 40002, Thailand","institution_ids":["https://openalex.org/I179193067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092575980","display_name":"Sorawit Narkglom","orcid":"https://orcid.org/0009-0007-8361-1235"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sorawit Narkglom","raw_affiliation_strings":["Faculty of Industrial Technology, Chitralada Technology Institute, Bangkok, 10300, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Industrial Technology, Chitralada Technology Institute, Bangkok, 10300, Thailand","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008309329","display_name":"Wullapa Wongsinlatam","orcid":"https://orcid.org/0000-0002-7884-9093"},"institutions":[{"id":"https://openalex.org/I179193067","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50","country_code":"TH","type":"education","lineage":["https://openalex.org/I179193067"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Wullapa Wongsinlatam","raw_affiliation_strings":["Center of Multidisciplinary Innovation Network Talent (MINT Center), Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai, 43000, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Multidisciplinary Innovation Network Talent (MINT Center), Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai, 43000, Thailand","institution_ids":["https://openalex.org/I179193067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018893864","display_name":"Tawun Remsungnen","orcid":"https://orcid.org/0000-0001-7169-4482"},"institutions":[{"id":"https://openalex.org/I179193067","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50","country_code":"TH","type":"education","lineage":["https://openalex.org/I179193067"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Tawun Remsungnen","raw_affiliation_strings":["Center of Multidisciplinary Innovation Network Talent (MINT Center), Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai, 43000, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Multidisciplinary Innovation Network Talent (MINT Center), Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai, 43000, Thailand","institution_ids":["https://openalex.org/I179193067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050123484","display_name":"Ariya Namvong","orcid":"https://orcid.org/0000-0001-5059-3252"},"institutions":[{"id":"https://openalex.org/I179193067","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50","country_code":"TH","type":"education","lineage":["https://openalex.org/I179193067"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Ariya Namvong","raw_affiliation_strings":["Center of Multidisciplinary Innovation Network Talent (MINT Center), Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai, 43000, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Multidisciplinary Innovation Network Talent (MINT Center), Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai, 43000, Thailand","institution_ids":["https://openalex.org/I179193067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018134807","display_name":"Chayada Surawanitkun","orcid":"https://orcid.org/0000-0001-9485-1313"},"institutions":[{"id":"https://openalex.org/I179193067","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50","country_code":"TH","type":"education","lineage":["https://openalex.org/I179193067"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Chayada Surawanitkun","raw_affiliation_strings":["Center of Multidisciplinary Innovation Network Talent (MINT Center), Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai, 43000, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Multidisciplinary Innovation Network Talent (MINT Center), Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai Campus, Nong Khai, 43000, Thailand","institution_ids":["https://openalex.org/I179193067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018134807"],"corresponding_institution_ids":["https://openalex.org/I179193067"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":2.3957,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.90251186,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"14","issue":"1","first_page":null,"last_page":null},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9602000117301941,"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":0.9387999773025513,"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":0.8005501627922058},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6350299119949341},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.5929198265075684},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.569603443145752},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5542204976081848},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5037497878074646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4986307621002197},{"id":"https://openalex.org/keywords/public-opinion","display_name":"Public opinion","score":0.48004209995269775},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4475760757923126},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.44713258743286133},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4134473204612732},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.41163161396980286},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3777150511741638},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25075581669807434},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.22118505835533142},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1127149760723114}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8005501627922058},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6350299119949341},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.5929198265075684},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.569603443145752},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5542204976081848},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5037497878074646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4986307621002197},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.48004209995269775},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4475760757923126},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.44713258743286133},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4134473204612732},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.41163161396980286},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3777150511741638},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25075581669807434},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.22118505835533142},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1127149760723114},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13278-023-01168-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-023-01168-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-023-01168-8.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13278-023-01168-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-023-01168-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-023-01168-8.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322335","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50"},{"id":"https://openalex.org/F4320322437","display_name":"National Science and Technology Development Agency","ror":"https://ror.org/04vy95b61"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389895397.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W2996815261","https://openalex.org/W3103787114","https://openalex.org/W3134196655","https://openalex.org/W3135620065","https://openalex.org/W3161138530","https://openalex.org/W3174375020","https://openalex.org/W3176426155","https://openalex.org/W3176558250","https://openalex.org/W3190744720","https://openalex.org/W3196324893","https://openalex.org/W3215877921","https://openalex.org/W3216370178","https://openalex.org/W4214918817","https://openalex.org/W4223936587","https://openalex.org/W4281675547","https://openalex.org/W4281689302","https://openalex.org/W4282575569","https://openalex.org/W4283078040","https://openalex.org/W4291158560","https://openalex.org/W4293211586","https://openalex.org/W4294234212","https://openalex.org/W4295549304","https://openalex.org/W4307025388","https://openalex.org/W4307085876","https://openalex.org/W4308571550","https://openalex.org/W4309768141","https://openalex.org/W4309928078","https://openalex.org/W4312172227","https://openalex.org/W4312223570","https://openalex.org/W4313471704","https://openalex.org/W4313640285","https://openalex.org/W4319984444","https://openalex.org/W4323363547","https://openalex.org/W4376142596","https://openalex.org/W4376614257","https://openalex.org/W6813213091"],"related_works":["https://openalex.org/W2291261743","https://openalex.org/W1540119434","https://openalex.org/W4229598134","https://openalex.org/W2071657884","https://openalex.org/W4285126926","https://openalex.org/W2290390358","https://openalex.org/W2765982327","https://openalex.org/W213396585","https://openalex.org/W2358660055","https://openalex.org/W4237671428"],"abstract_inverted_index":{"Abstract":[0],"Sentiment":[1],"analysis":[2],"is":[3,56,81],"becoming":[4],"a":[5,53,62,179,187,194,225],"very":[6],"popular":[7],"research":[8,27],"technique.":[9],"It":[10,69],"can":[11,221,250],"effectively":[12],"identify":[13],"hidden":[14],"emotional":[15],"trends":[16],"in":[17,197,275],"social":[18,39,75],"networks":[19],"to":[20,58,65,86,119,147,230,257,279],"understand":[21],"people\u2019s":[22],"opinions":[23,269],"and":[24,49,61,74,80,99,127,143,201,235,284],"feelings.":[25],"This":[26,115],"therefore":[28],"focuses":[29],"on":[30,37,261],"analyzing":[31],"the":[32,35,38,44,50,59,72,88,97,110,149,161,165,176,198,204,239,248,272,281,293],"sentiments":[33,260],"of":[34,77,91,96,133,139,178,190,206,212,244,267],"public":[36,104,240,263,268,277],"media":[40],"platform,":[41],"YouTube,":[42],"about":[43],"Thailand-China":[45],"high-speed":[46],"train":[47,120],"project":[48],"Laos-China":[51],"Railway,":[52],"mega-project":[54],"that":[55,160,175,183,219],"important":[57,84],"country":[60],"huge":[63],"investment":[64],"develop":[66],"transportation":[67],"infrastructure.":[68],"affects":[70],"both":[71],"economic":[73],"dimensions":[76],"Thai":[78,105,180],"people":[79],"also":[82,217],"an":[83],"route":[85],"connect":[87],"rail":[89],"systems":[90],"ASEAN":[92],"countries":[93],"as":[94,224,286,288],"part":[95],"Belt":[98],"Road":[100],"Initiative.":[101],"We":[102,173],"gathered":[103],"reviews":[106],"from":[107,186],"YouTube":[108],"using":[109,124],"Data":[111],"Application":[112],"Program":[113],"Interface.":[114],"dataset":[116],"was":[117,184],"used":[118,223],"six":[121,135],"sentiment":[122,155,207,214],"classifiers":[123],"machine":[125],"learning":[126,129],"deep":[128],"algorithms.":[130],"The":[131,157,209],"performance":[132,200,211],"all":[134],"models":[136],"by":[137],"means":[138],"precision,":[140],"recall,":[141],"F1-score":[142],"accuracy":[144,205],"are":[145],"compared":[146],"find":[148],"most":[150],"suitable":[151],"model":[152,163,168,182,199,216,249],"architecture":[153],"for":[154,227,241,292],"classification.":[156],"results":[158],"show":[159],"transformer":[162],"with":[164,238,253],"WangchanBERTa":[166],"language":[167],"yields":[169],"best":[170],"accuracy,":[171],"94.57%.":[172],"found":[174],"use":[177],"language-specific":[181],"trained":[185],"large":[188],"variety":[189],"data":[191],"sources":[192],"plays":[193],"major":[195],"role":[196],"significantly":[202],"increases":[203],"prediction.":[208],"promising":[210],"this":[213],"classification":[215],"suggests":[218],"it":[220],"be":[222,251],"tool":[226],"government":[228],"agencies":[229],"plan,":[231],"make":[232],"strategic":[233],"decisions,":[234],"improve":[236],"communication":[237],"better":[242],"understanding":[243],"their":[245],"projects.":[246],"Furthermore,":[247],"integrated":[252],"any":[254],"online":[255],"platform":[256],"monitor":[258],"people's":[259],"other":[262],"matters.":[264],"Regular":[265],"monitoring":[266],"could":[270],"help":[271],"policy":[273],"makers":[274],"designing":[276],"policies":[278],"address":[280],"citizens\u2019":[282],"problems":[283],"concerns":[285],"well":[287],"planning":[289],"development":[290],"strategies":[291],"country.":[294]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}