Time expression extraction from free text
In this contemporary cyber era, time plays a very important role. We can see different time formats all over the world. It is hard for reader to identify the date or time in the text with the publish date. The purpose of this project to analysis and extract time expressions from free text. We ana...
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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2019
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| Subjects: | |
| Online Access: | http://hdl.handle.net/10356/76992 |
| _version_ | 1826112693476524032 |
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| author | Deng, Xi Yu |
| author2 | Sun Aixin |
| author_facet | Sun Aixin Deng, Xi Yu |
| author_sort | Deng, Xi Yu |
| collection | NTU |
| description | In this contemporary cyber era, time plays a very important role. We can see different time
formats all over the world.
It is hard for reader to identify the date or time in the text with the publish date. The purpose of
this project to analysis and extract time expressions from free text. We analyze three different
datasets and perform normalization on each of them. Based on the findings, we purpose a typebased approach named Mytime. In recognition, Mytime will firstly identify related keywords
from free text then search the next few words to finalize the time phase and finally it will
perform normalization to generate the updated date and time accordingly. Mytime runs in real
time and can be easily expanded by adding in different language libraries. |
| first_indexed | 2024-10-01T03:11:07Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/76992 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:11:07Z |
| publishDate | 2019 |
| record_format | dspace |
| spelling | ntu-10356/769922023-03-03T20:59:03Z Time expression extraction from free text Deng, Xi Yu Sun Aixin School of Computer Science and Engineering DRNTU::Engineering::Computer science and engineering In this contemporary cyber era, time plays a very important role. We can see different time formats all over the world. It is hard for reader to identify the date or time in the text with the publish date. The purpose of this project to analysis and extract time expressions from free text. We analyze three different datasets and perform normalization on each of them. Based on the findings, we purpose a typebased approach named Mytime. In recognition, Mytime will firstly identify related keywords from free text then search the next few words to finalize the time phase and finally it will perform normalization to generate the updated date and time accordingly. Mytime runs in real time and can be easily expanded by adding in different language libraries. Bachelor of Engineering (Computer Science) 2019-04-29T14:08:02Z 2019-04-29T14:08:02Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/76992 en Nanyang Technological University 48 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Computer science and engineering Deng, Xi Yu Time expression extraction from free text |
| title | Time expression extraction from free text |
| title_full | Time expression extraction from free text |
| title_fullStr | Time expression extraction from free text |
| title_full_unstemmed | Time expression extraction from free text |
| title_short | Time expression extraction from free text |
| title_sort | time expression extraction from free text |
| topic | DRNTU::Engineering::Computer science and engineering |
| url | http://hdl.handle.net/10356/76992 |
| work_keys_str_mv | AT dengxiyu timeexpressionextractionfromfreetext |