Automatic forming lists of semantically related terms based on texts rating in the corpus with hyperlinks and categories (In Russian)

TL;DR

This paper presents Synarcher, a program that uses an adapted HITS algorithm to find semantically related terms in structured text corpora like Wikipedia, visualizing results as interactive graphs for enhanced exploration.

Contribution

The paper introduces a novel application of the HITS algorithm for synonym and related term search in structured text corpora, along with a dedicated program architecture and evaluation.

Findings

Effective synonym search in Wikipedia corpus

Interactive graph visualization of related terms

Potential for extending search and building synonym dictionaries

Abstract

HITS adapted algorithm for synonym search, the program architecture, and the program work evaluation with test examples are presented in the paper. Synarcher program for synonym (and related terms) search in the text corpus of special structure (Wikipedia) was developed. The results of search are presented in the form of a graph. It is possible to explore the graph and search graph elements interactively. The proposed algorithm could be applied to the search request extending and for synonym dictionary forming.