Use Case Prediction Using Deep Learning

Wamambo, Tinashe and Luca, Cristina L. and Fatima, Arooj and Maktab-Dar-Oghaz, Mahdi (2021) Use Case Prediction Using Deep Learning. In: Intelligent Systems Conference 2021 (IntelliSys 2021), Online.

[img] Text
Accepted Version
Restricted to Repository staff only until 4 August 2022.
Available under the following license: Creative Commons Attribution Non-commercial No Derivatives.

Download (272kB) | Request a copy
Official URL:


Research into utilising text classification to analyse product reviews from e-commerce websites has increased tremendously in recent years. Machine Learning and Deep Learning classifiers have been utilised to organise, categorise and classify product reviews, enabling the identification of polarity and sentiment within product reviews. In this paper, we propose a methodology to classify product reviews using machine learning and deep learning with the intention to identify and predict the activity (use case) in which the consumer used the product they have reviewed.

Item Type: Conference or Workshop Item (Paper)
Keywords: Natural Language Processing, Text classification, Machine Learning, Deep Learning
Faculty: Faculty of Science & Engineering
Depositing User: Lisa Blanshard
Date Deposited: 21 Sep 2021 13:44
Last Modified: 05 Apr 2022 15:23

Actions (login required)

Edit Item Edit Item