A repository dedicated to documenting and preserving the achievements of my capstone project - Senior at Seoultech, ITM
NOTICE Original repository has been transitioned to private due to technology transfer
🎉 Finally, web service has been fully transferred to DATATREE - strategic data solutions corp, as the service named DT-Clean.
- Details - DT Clean from Datatree
Please reach out customer inquires (http://datatree.kr/cs/cs04.php) to find more details 😃
- [Nov. 15, 2023] Participated on 2023 Fall Conference of the Korean IT Service Association
| Presentation | Paper |
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- [Dec. 1, 2023] Awarded Grand Prize in 2023 Capstone Design Conference hosted by the ITM major by implementing and presenting web-based unstructured big data preprocessing service
👇👇 Official Presentation by Authors
Development of a web-based solution for refining unstructured data derived from individual knowledge activities, focusing on social media, e-commerce reviews, and forum posts.
The primary goal is to create a robust web service solution for enhancing the quality of textual data generated by individuals. The solution is specialized in refining content from various sources, including social networking sites, online shopping platforms, and community forums.
1. Error Detection
After uploading input file(.txt/ .jpg), user can get the information of detected errors.
Supported error types are followings:
sentence duplication, personal data, slang, special character, typo
2. Error Conversion
By selecting detected errors to be converted, user can get clean data effectively.
Supported options are followings:
automatic conversion, manual conversion
3. Result Visaulization
To ensure function quality, and effective visualization, detection/conversion report are provided.
Statistics function shows overall result within each modules.
System Architecture
Front-end
Backend
Database
Authors