Network analysis applied to study works of fiction
With the rise in prominence of digitalised literacy works in recent years, computational approaches to analyse literature texts have increased in popularity to compliment traditional literature analysis techniques. This paper aims to combine natural language processing, network science and machine...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | |
| التنسيق: | Final Year Project |
| اللغة: | English |
| منشور في: |
Nanyang Technological University
2022
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://hdl.handle.net/10356/156937 |
| الوسوم: |
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| الملخص: | With the rise in prominence of digitalised literacy works in recent years, computational approaches to analyse literature texts have increased in popularity to compliment traditional literature analysis
techniques. This paper aims to combine natural language processing, network science and machine learning techniques to explore how new insights can be obtained by using network features for prediction and classification machine learning tasks. |
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