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FOR A SIMPLER SOLUTION, PLEASE VISIT MY NEW PROJECT:
https://sourceforge.net/projects/mechaglot/
This program is made to find the semantic similarities between the sentences, according to categories of their words. It is an enhancement of the Vector-Space analysis found withing the Classifier4j, which does not take into account the semantic meanings of the words. Furthermore, the Vector-Space analysis of the Classifier4J does not work well with the short sentences, while this enhancement does. A new dictionary of categories based on the EOWL list of words was developed, while the categories for each word from the DISCO's semantics were calculated.
The result is a tool that is more stable and several gigabytes smaller than DISCO, yet more powerful than the Classifier4j's Vector-Space analysis.
PLEASE BE AWARE: There are 98,376 words in a collection, and each word has the unique directory and a TXT file. This may cause developing environments to overload.
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