alexa An Enhanced Framework for Sentiment Analysis of Students' Surveys: Arab Open University Business Program Courses Case Study | OMICS International| Abstract

ISSN: 2151-6219

Business and Economics Journal

  • Review Article   
  • Bus Eco J 2018, Vol 9(1): 337
  • DOI: 10.4172/2151-6219.1000337

An Enhanced Framework for Sentiment Analysis of Students' Surveys: Arab Open University Business Program Courses Case Study

Mohammed Atif*
Department of Computer and Systems Engineering, Alexandria University, Alexandria, Egypt
*Corresponding Author : Mohammed Atif, Department of Computer and Systems Engineering, Alexandria University, Alexandria, Egypt, Tel: +20 3 5921675, Email: [email protected]

Received Date: Oct 17, 2017 / Accepted Date: Jan 23, 2018 / Published Date: Jan 30, 2018

Abstract

We present an enhanced framework for sentiment analysis which can be used for universities to improve student retention, teaching, and facilities. In addition, our proposed framework can be an important source for further analysis and improved decision-making. To best of our knowledge, this is the first work which targets student comments within surveys. We believe that students’ comments are a good source to capture the overall students’ sentiment. Our framework shows 0.8 accuracy when using 4 grams.

Keywords: Sentiment analysis; Comments; Survey; Decision making; Framework

Citation: Atif M (2018) An Enhanced Framework for Sentiment Analysis of Students' Surveys: Arab Open University Business Program Courses Case Study. Bus Eco J 9: 337. Doi: 10.4172/2151-6219.1000337

Copyright: © 2018 Atif M. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

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