Cube Index: A Text Index Model for Retrieval and Mining

Provided by: International Journal of Computer Applications Topic: Big Data Date Added: Oct 2011 Format: PDF
Text retrieval, Analysis, Mining and Knowledge management have gained a lot of importance in a time when the authors drown in information but are starved for knowledge. In this paper, they propose a novel Index that uses a Text Cube model to store the text information similar to a data cube in Data Mining. This model creates a direct index, next word index and inverted index in a single Cube Index which is three dimensional in nature. The Dimensions considered are first word, next word and document. The measure of the cube is the frequency of occurrence of the word next-word pair. The cube index has been tested by modifying the open source of terrier.

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