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Comparative Evaluation of Automatic Labeling and Modeling Strategies for Indonesian Sentiment Analysis: Methodology and Performance Evaluation
Latifa, Khoiriya
; Agung Handayanto
; Nur Latifah Dwi M.S
; Rahul Bhandari
; Ton Nguyen Trong Hien
; Doston Pirnazarov
Sentiment analysis is vital for understanding consumer perception, yet Indonesian sentiment classification faces challenges due to labeled data scarcity and computational constraints. This study advances automatic labeling techniques and establishes performance benchmarks for Indonesian text. The research compares two labeling approaches InSet Lexicon and IndoBERT based Hugging Face pipeline on 8,447 Tapera-related opinions. Results show InSet Lexicon produced a highly skewed distribution (89.66...
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DIGITAL TECHNOLOGY CONTRIBUTIONS IN ACTUALIZING DAWUHAN AS AN INTERNATIONAL TOURISM VILLAGE
Savitri, Dhian Andanarini M
; Taswan
; Salim, Noor
; Bhandari, Rahul
; Ratsameemothon, Chadchom
; Nasir, Wan Mohd Nazdrol bin Wan Mohd
; Mariska, Azza
; Aulia, Fiqhi
Perwira Journal of Community Development
Vol 3
, No 1
(2023)
Dawuhan Village, located in Banjarnegara district, has a very high potential in terms of MSME potential and tourism village potential. The Tourism Village in Dawuhan village has led to an International Tourism Village where many foreign tourists have dated. The attraction of Dawuhan Tourism Village lies in the existence of the Rengrang Market which is professionally managed but presents a thick village atmosphere. Rengrang Market is also a potential market for MSME actors to trade their MSME pro...
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