Text mining by Tsallis entropy

• Published in: Physica A Vol. 490; pp. 1368 - 1376
• Main Authors: Jamaati, Maryam, Mehri, Ali
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 15.01.2018
• Subjects: Keyword extraction; Long-range correlation; Text mining; Tsallis entropy; Text mining; Keyword extraction; Long-range correlation; Tsallis entropy

Long-range correlations between the elements of natural languages enable them to convey very complex information. Complex structure of human language, as a manifestation of natural languages, motivates us to apply nonextensive statistical mechanics in text mining. Tsallis entropy appropriately ranks...