Web-based receipt key information extraction system
Due to public financial awareness, it is significant for public to manage receipts properly, especially to extract key information from the receipts and store them properly. However, it is difficult for them to deal with numerous receipts due to some inevitable reasons. Therefore, the receipt proces...
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| Format: | Final Year Project / Dissertation / Thesis |
| Published: |
2022
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| Online Access: | http://eprints.utar.edu.my/4764/ http://eprints.utar.edu.my/4764/1/fyp_IB_2022_FJY.pdf |
| _version_ | 1848886236410806272 |
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| author | Fong, Jia Yee |
| author_facet | Fong, Jia Yee |
| author_sort | Fong, Jia Yee |
| building | UTAR Institutional Repository |
| collection | Online Access |
| description | Due to public financial awareness, it is significant for public to manage receipts properly, especially to extract key information from the receipts and store them properly. However, it is difficult for them to deal with numerous receipts due to some inevitable reasons. Therefore, the receipt processing should be automated. In this project, the main objective is to develop a receipt key information extraction system. Since this is a joint project performed by Fong Jia Yee and Tan Ann Gee, the task allocation has been done in which I am responsible in integrating three models to perform key information extraction and developing web-based receipt key information extraction system whereas Ann Gee is responsible in developing mobile-based receipt key information extraction system. The task to be completed together is to train the selected models. In the end, my developed system will be able to upload multiple receipts to be processed and store the records for review purpose whereas the developed system of Ann Gee will be able to upload one receipt and obtain the extracted key information from the receipt. |
| first_indexed | 2025-11-15T19:35:17Z |
| format | Final Year Project / Dissertation / Thesis |
| id | utar-4764 |
| institution | Universiti Tunku Abdul Rahman |
| institution_category | Local University |
| last_indexed | 2025-11-15T19:35:17Z |
| publishDate | 2022 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utar-47642022-12-29T11:33:03Z Web-based receipt key information extraction system Fong, Jia Yee T Technology (General) Due to public financial awareness, it is significant for public to manage receipts properly, especially to extract key information from the receipts and store them properly. However, it is difficult for them to deal with numerous receipts due to some inevitable reasons. Therefore, the receipt processing should be automated. In this project, the main objective is to develop a receipt key information extraction system. Since this is a joint project performed by Fong Jia Yee and Tan Ann Gee, the task allocation has been done in which I am responsible in integrating three models to perform key information extraction and developing web-based receipt key information extraction system whereas Ann Gee is responsible in developing mobile-based receipt key information extraction system. The task to be completed together is to train the selected models. In the end, my developed system will be able to upload multiple receipts to be processed and store the records for review purpose whereas the developed system of Ann Gee will be able to upload one receipt and obtain the extracted key information from the receipt. 2022-06 Final Year Project / Dissertation / Thesis NonPeerReviewed application/pdf http://eprints.utar.edu.my/4764/1/fyp_IB_2022_FJY.pdf Fong, Jia Yee (2022) Web-based receipt key information extraction system. Final Year Project, UTAR. http://eprints.utar.edu.my/4764/ |
| spellingShingle | T Technology (General) Fong, Jia Yee Web-based receipt key information extraction system |
| title | Web-based receipt key information extraction system
|
| title_full | Web-based receipt key information extraction system
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| title_fullStr | Web-based receipt key information extraction system
|
| title_full_unstemmed | Web-based receipt key information extraction system
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| title_short | Web-based receipt key information extraction system
|
| title_sort | web-based receipt key information extraction system |
| topic | T Technology (General) |
| url | http://eprints.utar.edu.my/4764/ http://eprints.utar.edu.my/4764/1/fyp_IB_2022_FJY.pdf |