ManuScript Details
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Paper Id:
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IJCIRAS1612
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Title:
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CLASSIFICATION SYSTEM USING HYBRID OF COMPARISON METHODS
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| Published in: |
International Journal Of Creative and Innovative Research In All Studies |
| Publisher: |
IJCIRAS |
| ISSN: |
2581-5334 |
| Volume / Issue: |
Volume 3 Issue 1 |
| Pages: |
6
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| Published On: |
6/10/2020 9:51:56 PM (MM/dd/yyyy) |
| PDF Url: |
http://www.ijciras.com/PublishedPaper/IJCIRAS1612.pdf |
Main Author Details
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Name:
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Thiri kyaw |
| Institute: |
Mandalay Technological University, Myanmar |
Co - Author Details
| Author Name |
Author Institute |
| Zin Mar Htun |
Mandalay Technological University, Myanmar |
| Khaing Thanda Swe |
Mandalay Technological University, Myanmar |
Abstract
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Research Area:
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Computer Science & Engineering |
| KeyWord: |
Cross-validation, Score and Python |
| Abstract: |
When the genre of the book is classified, it is a tedious task to manually read the entire book. Automated book classification uses text based comparison of book summaries to examine whether word similarity is a feasible method to identify the genre of the book. Knowing the genre means, the possible content of the book can be guessed and easier to decide if we like it or not. Automated book classification can automatically generate genre labels for the book. This system focuses on bag of words approach, score comparison method and percentage comparison method to classify genres. Evaluation is done in terms of recall and precision values. Cross-validation and sanity check are tested. The experimental results of the proposed system are over 80% for both precision and recall values. The proposed system is implemented with Python Programming. |
Citations
Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.
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IEEE
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Thiri kyaw, Zin Mar Htun, Khaing Thanda Swe, "CLASSIFICATION SYSTEM USING HYBRID OF COMPARISON METHODS ", International Journal Of Creative and Innovative Research In All Studies,
vol. 3, no. 1, pp. 36-41, 2020.
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MLA
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Thiri kyaw, Zin Mar Htun, Khaing Thanda Swe "CLASSIFICATION SYSTEM USING HYBRID OF COMPARISON METHODS ." International Journal Of Creative and Innovative Research In All Studies,
vol 3, no. 1, 2020, pp. 36-41.
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APA
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Thiri kyaw, Zin Mar Htun, Khaing Thanda Swe (2020). CLASSIFICATION SYSTEM USING HYBRID OF COMPARISON METHODS . International Journal Of Creative and Innovative Research In All Studies,
3(1), 36-41.
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CLASSIFICATION SYSTEM USING HYBRID OF COMPARISON METHODS
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