An Evaluation Method for the Performance Measurement of an Opinion Mining System

Manuela Angioni, Andrea Devola, Mario Locci, Francesca Mura, Franco Tuveri, Mirella Varchetta

2018

Abstract

This paper proposes an evaluation method for the performance measurement of an Opinion Mining system, parameterized according to the reviewer's point of view. The work aims to highlight and resolve some issues resulting from previous activities in evaluating the goodness of the results obtained by the analysis of the reviews. The evaluation method is based on a model of Opinion Mining system able to identify and assess the aspects included in a collection of reviews and the weighted importance of such aspects for their authors. A user profiling system will work together with the Opinion Mining system, providing the set of parameters to associate with the aspects and allowing the Opinion Mining system to configure itself according to the user preferences. For the preliminary experiments, a narrower sub-set of Yelp dataset limited to restaurants has been used.

Paper Citation

in Harvard Style

Angioni M., Devola A., Locci M., Mura F., Tuveri F. and Varchetta M. (2018). An Evaluation Method for the Performance Measurement of an Opinion Mining System.In Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-758-298-1, pages 448-455. DOI: 10.5220/0006767404480455

in Bibtex Style

@conference{iceis18,
author={Manuela Angioni and Andrea Devola and Mario Locci and Francesca Mura and Franco Tuveri and Mirella Varchetta},
title={An Evaluation Method for the Performance Measurement of an Opinion Mining System},
booktitle={Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2018},
pages={448-455},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006767404480455},
isbn={978-989-758-298-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - An Evaluation Method for the Performance Measurement of an Opinion Mining System
SN - 978-989-758-298-1
AU - Angioni M.
AU - Devola A.
AU - Locci M.
AU - Mura F.
AU - Tuveri F.
AU - Varchetta M.
PY - 2018
SP - 448
EP - 455
DO - 10.5220/0006767404480455