Issa, Atoum and Bong, Chih How and Narayanan, Kulathuramaiyer (2015) Building a Pilot Software Quality-in-Use Benchmark Dataset. 9th International Conference on IT in Asia (CITA), 2015. ISSN ISBN: 978-1-4799-9939-2
![[img]](http://ir.unimas.my/style/images/fileicons/text.png) |
PDF
Building.pdf Download (142kB) |
Abstract
Prepared domain specific datasets plays an important role to supervised learning approaches. In this article a new sentence dataset for software quality-in-use is proposed. Three experts were chosen to annotate the data using a proposed annotation scheme. Then the data were reconciled in a (no match eliminate) process to reduce bias. The Kappa, k statistics revealed an acceptable level of agreement; moderate to substantial agreement between the experts. The built data can be used to evaluate software quality-in-use models in sentiment analysis models. Moreover, the annotation scheme can be used to extend the current dataset.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Quality in use, Benchmark dataset, software quality, sentiment analysis, unimas, university, universiti, Borneo, Malaysia, Sarawak, Kuching, Samarahan, ipta, education, research, Universiti Malaysia Sarawak |
| Subjects: | T Technology > T Technology (General) |
| Divisions: | Academic Faculties, Institutes and Centres > Faculty of Computer Science and Information Technology Faculties, Institutes, Centres > Faculty of Computer Science and Information Technology Academic Faculties, Institutes and Centres > Faculty of Computer Science and Information Technology |
| Depositing User: | Karen Kornalius |
| Date Deposited: | 23 May 2017 06:20 |
| Last Modified: | 26 Jan 2022 08:20 |
| URI: | http://ir.unimas.my/id/eprint/16384 |
Actions (For repository members only: login required)
 |
View Item |
