{"id":"https://openalex.org/W4360604934","doi":"https://doi.org/10.1109/icaiic57133.2023.10067048","title":"Aspect-Based Sentiment Analysis with Semi-Supervised Approach on Taiwan Social Distancing App User Reviews","display_name":"Aspect-Based Sentiment Analysis with Semi-Supervised Approach on Taiwan Social Distancing App User Reviews","publication_year":2023,"publication_date":"2023-02-20","ids":{"openalex":"https://openalex.org/W4360604934","doi":"https://doi.org/10.1109/icaiic57133.2023.10067048"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic57133.2023.10067048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic57133.2023.10067048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"},"type":"article","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/A5076806902","display_name":"Ulin Nuha","orcid":"https://orcid.org/0000-0003-0255-3453"},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ulin Nuha","raw_affiliation_strings":["National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Kaohsiung,Taiwan,80778"],"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Kaohsiung,Taiwan,80778","institution_ids":["https://openalex.org/I4387154394","https://openalex.org/I4387154394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100990171","display_name":"Chih\u2010Hsueh Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Hsueh Lin","raw_affiliation_strings":["National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Kaohsiung,Taiwan,80778"],"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Kaohsiung,Taiwan,80778","institution_ids":["https://openalex.org/I4387154394","https://openalex.org/I4387154394"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076806902"],"corresponding_institution_ids":["https://openalex.org/I4387154394"],"apc_list":null,"apc_paid":null,"fwci":1.3986,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8432192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"444","last_page":"447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9983000159263611,"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":0.9911999702453613,"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":0.8548746109008789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8280538320541382},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.7100478410720825},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6495506167411804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6463993787765503},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.5963420271873474},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.5949772000312805},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4732775390148163},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4554542899131775},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.43748739361763},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4371565282344818},{"id":"https://openalex.org/keywords/rss","display_name":"RSS","score":0.43513768911361694},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.42265334725379944},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4053358733654022},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.39303073287010193},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3663736581802368},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11063572764396667}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8548746109008789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8280538320541382},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7100478410720825},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6495506167411804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6463993787765503},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.5963420271873474},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.5949772000312805},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4732775390148163},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4554542899131775},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.43748739361763},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4371565282344818},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.43513768911361694},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.42265334725379944},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4053358733654022},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.39303073287010193},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3663736581802368},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11063572764396667},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic57133.2023.10067048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic57133.2023.10067048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2990803728","https://openalex.org/W3000100278","https://openalex.org/W3021174409","https://openalex.org/W3083113285","https://openalex.org/W3098363382","https://openalex.org/W3100703593","https://openalex.org/W3158882950","https://openalex.org/W3161991528","https://openalex.org/W3164548487","https://openalex.org/W4214770075","https://openalex.org/W4281777933","https://openalex.org/W6809478734"],"related_works":["https://openalex.org/W1540611520","https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573"],"abstract_inverted_index":{"Sentiment":[0],"analysis":[1,18,61],"has":[2],"a":[3,11,33,46],"critical":[4],"role":[5],"to":[6,19,72,76],"reveal":[7],"an":[8,63],"opinion":[9],"in":[10],"text-based":[12],"form.":[13],"Therefore,":[14],"we":[15,56,70],"exploit":[16],"this":[17,38],"discover":[20],"the":[21,59,68,83,99,103,107,114,117,121],"sentiment":[22,60,104],"polarity":[23],"of":[24,48,106,116],"Taiwan":[25],"Social":[26],"Distancing":[27],"mobile":[28,39],"application.":[29],"This":[30,79],"paper":[31,80],"proposes":[32],"semi-supervised":[34,43],"scheme":[35,44,85,119],"for":[36],"annotating":[37],"application's":[40],"reviews.":[41],"The":[42,110],"utilized":[45],"combination":[47],"numeric":[49],"rating":[50],"and":[51,94],"lexicon-based":[52],"sentiment.":[53],"In":[54],"addition,":[55],"also":[57,81],"perform":[58],"on":[62,67],"aspect-based":[64],"level.":[65],"Based":[66],"experiment,":[69],"decide":[71],"select":[73],"three":[74],"aspects":[75],"be":[77],"analyzed.":[78],"evaluates":[82],"proposed":[84,108,118],"by":[86],"implementing":[87],"bidirectional":[88],"encoder":[89],"representations":[90],"from":[91],"transformers":[92],"(BERT)":[93],"multilayer":[95],"perceptron":[96],"(MLP)":[97],"as":[98],"classification":[100],"model":[101],"using":[102,124],"label":[105],"scheme.":[109],"result":[111],"shows":[112],"that":[113],"annotation":[115,123],"outperforms":[120],"data":[122],"counterpart":[125],"models.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
