CLMay 23, 2014
Building of Networks of Natural Hierarchies of Terms Based on Analysis of Texts Corpora
arXiv:1405.6068v17 citations
Originality Synthesis-oriented
AI Analysis
This is an incremental method for researchers in natural language processing or information retrieval to analyze term relationships.
The paper tackles the problem of constructing term hierarchy networks from text corpora, using horizontal visibility graphs, and demonstrates the approach on arXiv preprints in information retrieval.
The technique of building of networks of hierarchies of terms based on the analysis of chosen text corpora is offered. The technique is based on the methodology of horizontal visibility graphs. Constructed and investigated language network, formed on the basis of electronic preprints arXiv on topics of information retrieval.