Unification of Social Media Data When Building a Graph Knowledge Base
Vadim Moshkin · 2020 International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon) · 2020
The work presents an ontological model for the unification of data profiles of different social networks. This model avoids data redundancy by including contextual information in annotations to ontology relations. In addition, an approach to information retrieval using syntagmatic patterns in the formation of a database tree of posts of social network users is proposed. The article also presents the results of experiments with data from the social network Facebook confirming the effectiveness of the proposed models and algorithms.