DETECTION AND CORRECTION SYSTEM FOR PUNCTUATION ERRORS IN INDONESIAN SPELLING ACCORDING TO THE ENHANCED SPELLING (EYD)
Punctuation plays a pivotal role within the spelling system, aiding readers in achieving a clearer comprehension of the author's intent. Frequent errors in the utilization of punctuation marks are a prevalent issue in Indonesian writing, stemming from a multitude of factors, including a lack...
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| Main Author: | |
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| Format: | Theses |
| Language: | Indonesia |
| Online Access: | https://digilib.itb.ac.id/gdl/view/78049 |
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| Institution: | Institut Teknologi Bandung |
| Language: | Indonesia |
| Summary: | Punctuation plays a pivotal role within the spelling system, aiding readers in
achieving a clearer comprehension of the author's intent. Frequent errors in the
utilization of punctuation marks are a prevalent issue in Indonesian writing,
stemming from a multitude of factors, including a lack of familiarity with the rules
governing their use and individual writing habits. To address this challenge, our
research employs the Design Research Methodology (DRM) to construct a
punctuation detection and correction system. The system is developed through fine
tuning the dataset using the pre trained XLM-RoBERTa model. Evaluation of the
system yields promising results, with F1-score values of 82.49% during system
validation and 76% during expert validation. Notably, the system demonstrates
heightened sensitivity in identifying punctuation marks such as periods, commas,
and question marks. Consequently, this system represents an effective alternative
educational tool for enhancing comprehension of punctuation mark usage within
Indonesian spelling. |
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