RESEARCH ON HEIDELTIME WITH VIETNAMESE LANGUAGE PROCESSING AND EXPERIMENTAL APPLICATION DEVELOPMENT AND EVALUATION
This paper presents software development for searching and extracting temporal information from text to help users access and understand content from electronic documents stored on organizational computer systems and websites using the HeidelTime tool. HeidelTime is a natural language processing...
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| Format: | Article |
| Language: | English |
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Trường Đại học Vinh
2024-12-01
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| Series: | Tạp chí Khoa học |
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| Online Access: | https://vujs.vn//api/view.aspx?cid=2bd78c7e-6171-4e55-a0a3-ee333031a5f3 |
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| _version_ | 1841550776065851392 |
|---|---|
| author | Dien Thi Hong Ha |
| author_facet | Dien Thi Hong Ha |
| author_sort | Dien Thi Hong Ha |
| collection | DOAJ |
| description | This paper presents software development for searching and
extracting temporal information from text to help users access
and understand content from electronic documents stored on
organizational computer systems and websites using the
HeidelTime tool. HeidelTime is a natural language processing
tool customized to analyze temporal elements in Vietnamese
contexts. The research methodology includes the following
key steps: Surveying systems and user needs for time-based
text search; analyzing and selecting natural language
processing techniques, where HeidelTime is applied to identify
and extract temporal information from Vietnamese text. The
research results demonstrate that the time-based search
software achieves high accuracy when deployed on the
organization's document management system. It effectively
supports time-based information retrieval and extraction,
meeting users' practical needs. This study highlights the
potential application of natural language processing
technology in Vietnamese document management,
contributing to improved storage and search efficiency within
organizational information systems. |
| format | Article |
| id | doaj-art-79c630757c1d48c1954c08d3afddbe2b |
| institution | Kabale University |
| issn | 1859-2228 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Trường Đại học Vinh |
| record_format | Article |
| series | Tạp chí Khoa học |
| spelling | doaj-art-79c630757c1d48c1954c08d3afddbe2b2025-01-10T03:31:17ZengTrường Đại học VinhTạp chí Khoa học1859-22282024-12-01534A9911110.56824/vujs.2024a112aRESEARCH ON HEIDELTIME WITH VIETNAMESE LANGUAGE PROCESSING AND EXPERIMENTAL APPLICATION DEVELOPMENT AND EVALUATIONDien Thi Hong Ha0University of Economics - Technology for Industries, Hanoi, VietnamThis paper presents software development for searching and extracting temporal information from text to help users access and understand content from electronic documents stored on organizational computer systems and websites using the HeidelTime tool. HeidelTime is a natural language processing tool customized to analyze temporal elements in Vietnamese contexts. The research methodology includes the following key steps: Surveying systems and user needs for time-based text search; analyzing and selecting natural language processing techniques, where HeidelTime is applied to identify and extract temporal information from Vietnamese text. The research results demonstrate that the time-based search software achieves high accuracy when deployed on the organization's document management system. It effectively supports time-based information retrieval and extraction, meeting users' practical needs. This study highlights the potential application of natural language processing technology in Vietnamese document management, contributing to improved storage and search efficiency within organizational information systems.https://vujs.vn//api/view.aspx?cid=2bd78c7e-6171-4e55-a0a3-ee333031a5f3text extractionnatural language processinginformation extractionvietnamese textheideltime |
| spellingShingle | Dien Thi Hong Ha RESEARCH ON HEIDELTIME WITH VIETNAMESE LANGUAGE PROCESSING AND EXPERIMENTAL APPLICATION DEVELOPMENT AND EVALUATION Tạp chí Khoa học text extraction natural language processing information extraction vietnamese text heideltime |
| title | RESEARCH ON HEIDELTIME WITH VIETNAMESE LANGUAGE PROCESSING AND EXPERIMENTAL APPLICATION DEVELOPMENT AND EVALUATION |
| title_full | RESEARCH ON HEIDELTIME WITH VIETNAMESE LANGUAGE PROCESSING AND EXPERIMENTAL APPLICATION DEVELOPMENT AND EVALUATION |
| title_fullStr | RESEARCH ON HEIDELTIME WITH VIETNAMESE LANGUAGE PROCESSING AND EXPERIMENTAL APPLICATION DEVELOPMENT AND EVALUATION |
| title_full_unstemmed | RESEARCH ON HEIDELTIME WITH VIETNAMESE LANGUAGE PROCESSING AND EXPERIMENTAL APPLICATION DEVELOPMENT AND EVALUATION |
| title_short | RESEARCH ON HEIDELTIME WITH VIETNAMESE LANGUAGE PROCESSING AND EXPERIMENTAL APPLICATION DEVELOPMENT AND EVALUATION |
| title_sort | research on heideltime with vietnamese language processing and experimental application development and evaluation |
| topic | text extraction natural language processing information extraction vietnamese text heideltime |
| url | https://vujs.vn//api/view.aspx?cid=2bd78c7e-6171-4e55-a0a3-ee333031a5f3 |
| work_keys_str_mv | AT dienthihongha researchonheideltimewithvietnameselanguageprocessingandexperimentalapplicationdevelopmentandevaluation |