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Summarizing Malayalam News Articles Using Topic Modeling
People in this era are overloaded by their daily exposure to large amount of information. The highlights of an article provide the readers with a gist of the story quickly. Summarization is one of the efficient techniques to bring out significant compression to the original news articles. Summaries...
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| Format: | Printed Book |
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International Journal of Innovations & Advancement in Computer Science
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| Online Access: | http://10.26.1.76/ks/007326.pdf |
| LEADER | 01248nam a2200145 4500 | ||
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| 999 | |c 160794 |d 160790 | ||
| 100 | |a Anjana T G |9 87267 | ||
| 245 | |a Summarizing Malayalam News Articles Using Topic Modeling | ||
| 260 | |b International Journal of Innovations & Advancement in Computer Science | ||
| 300 | |b Volume 6, Issue 10 October 2017 | ||
| 520 | |a People in this era are overloaded by their daily exposure to large amount of information. The highlights of an article provide the readers with a gist of the story quickly. Summarization is one of the efficient techniques to bring out significant compression to the original news articles. Summaries are a way to distil the essence of a reading to its most important points. This work aims to summarize a Malayalam news article. Here topic modeling is used to enhance the quality of the generated summary. The topics produced by topic modeling techniques are clusters of similar words. By using these topics as the keywords, a more relevant and informative summary can be generated. | ||
| 650 | |a NATURAL LANGUAGE PROCESSING; |a TEXT SUMMARISATION; |a MACHUNE LEARNING |9 87268 | ||
| 856 | |u http://10.26.1.76/ks/007326.pdf | ||
| 942 | |c KS | ||
| 952 | |0 0 |1 0 |4 0 |7 0 |9 159267 |a MGUL |b MGUL |d 2019-01-19 |l 0 |r 2019-01-19 |w 2019-01-19 |y KS | ||