Development of Web-prototype for analysis of statements in social network Twitter

• Published in: PROBLEMS IN PROGRAMMING
• Date: 2019
• Issue: 4
• Pages: 15-25
• ISSN: 1727-4907
• Author Affiliations: A.M. Glybovets — National University "Kyiv-Mohyla Academy"; M.A. Hontar — GlobalLogic Ukraine
• Keywords: internet language, twitter, одержаними за допомогою аналізу об’єктної моделі веб-сторінок власноруч, моделювання суспільної думки, facebook, виявлення намірів користувача, small language models, text mining, part-ofspeech pos tagging, large language models
• Main Authors: Glybovets, A.M., Hontar, M.A.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2019
• Subjects: UDC 004.42
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/375
• Journal Title: Problems in programming

This article describes a software prototype for statistical analysis of expression in social networks with previous filtration of non-information expressions, selection of characteristic words, naive Bayesian classifier for providing analysis of user statements.