engleski

Modelling the Semantic Relations Within Texts Using the UD NLP Tools for Syntactic Parsing, Neo4j Graph Database for Storing and igraph for Network Analysis

The paper deals with the application of the graph technologies for analysis of the Parliamentary data using NLP tools, graph database and network algorithms. It describes the structure of a morpho-syntactically tagged corpora embedding in a knowledge graph property database that can be used to explore corpus specific semantic relations for various type of empirical analysis of the communication, conceptualization and framing of the social identities, interactions, institutions and cultural models within a Parliamentary data domain. As a case study, the paper demonstrates the corpus, stylometric and semantic analysis of the Croatian Parliament debates, covering sessions from the year 2003– 2017.

parliament, graph analysis, corpus, graph algorithms, graph database

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