Word Ranking and fractional entropy

مهری دهنوی, حسین and آگاهی, حمزه and مهری, علی and تابش, مهسا Word Ranking and fractional entropy. In: 10th conference on statistical physics, soft condenced matter and complex systems, 2018. (Submitted)

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Abstract

In this paper, we propose a new method in text mining using the fractional entropy. Using this method for keyword extraction of the Statistical Inference book by Casella and Berger (1990) indicates that fractional entropy is more efficient than the traditional Shannon entropy in text mining.

Item Type: Conference or Workshop Item (Poster)
Persian Title: رتبه بندی لغات و آنتروپی کسری
Persian Abstract: در این مقاله، روشی جدید در متن‌کاوی را با استفاده از آنتروپی کسری ارائه می‌دهیم. نتایج این روش برای استخراج نمایه‌ی کتاب آماری کسلا و برگر (1990 ) نشان می‌دهد که آنتروپی کسری، نسبت به آنتروپی متداول شنون، ابزار موفق‌تری در متن‌کاوی است.
Subjects: Divisions > Conferences > 10th conference on statistical physics, soft condenced matter and complex systems - 2018
Conferences > 10th conference on statistical physics, soft condenced matter and complex systems - 2018
Divisions: Conferences > 10th conference on statistical physics, soft condenced matter and complex systems - 2018
Subjects > Conferences > 10th conference on statistical physics, soft condenced matter and complex systems - 2018
Date Deposited: 05 Apr 2019 21:58
Last Modified: 05 Apr 2019 21:58
URI: http://repository.uma.ac.ir/id/eprint/6252

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