Chapter

Machine Learning and Knowledge Discovery in Databases

Volume 7524 of the series Lecture Notes in Computer Science pp 804-807

An Aspect-Lexicon Creation and Evaluation Tool for Sentiment Analysis Researchers

  • Mus’ab HusainiAffiliated withFaculty of Engineering and Natural Sciences, Sabancı University
  • , Ahmet KoçyiğitAffiliated withFaculty of Engineering and Natural Sciences, Sabancı University
  • , Dilek TapucuAffiliated withFaculty of Engineering and Natural Sciences, Sabancı UniversityDept. of Computer Engineering, Izmir Institute of Technology
  • , Berrin YanikogluAffiliated withFaculty of Engineering and Natural Sciences, Sabancı University
  • , Yücel SaygınAffiliated withFaculty of Engineering and Natural Sciences, Sabancı University

* Final gross prices may vary according to local VAT.

Get Access

Abstract

In this demo paper, we present SARE, a modular and extendable semi-automatic system that 1) assists researchers in building gold-standard lexicons and evaluating their lexicon extraction algorithms; and 2) provides a general and extendable sentiment analysis environment to help researchers analyze the behavior and errors of a core sentiment analysis engine using a particular lexicon.