Investigating sentimental relation between stress and heart disease mortality


Tepe N. A., DEMİRCİ M. S.

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.677-681 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1109/ubmk.2017.8093497
  • City: Antalya
  • Country: Turkey
  • Page Numbers: pp.677-681
  • Gazi University Affiliated: Yes

Abstract

Stress, anger, fear or negative relationships known as risk factors in heart diseases. Unfortunately this factors can not he measured with numeric data. In this study, main goal is system approach that classifies datas received from social media, specifically Twitter. Statistics and Twitter datas gathered based on cities of Turkey. In this system approach, Multinomial Naive-Bayes method has used as classifier and experimental results show 87.06% success rate.