Wamambo_et_al_2021.pdf (266.44 kB)
Use Case Prediction Using Deep Learning
conference contribution
posted on 2023-08-30, 19:05 authored by Tinashe Wamambo, Cristina L. Luca, Arooj Fatima, Mahdi Maktab Dar OghazResearch 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.
History
Volume
294Page range
309-317ISSN
2367-3370External DOI
Publisher
SpringerPlace of publication
ChamTitle of book
Intelligent Systems and ApplicationsISBN
978-3-030-82193-7Conference proceeding
Intelligent Systems and Applications: Proceedings of the 2021 Intelligent Systems Conference (IntelliSys) Volume 1Name of event
Intelligent Systems Conference 2021 (IntelliSys 2021)Location
OnlineEvent start date
2021-09-02Event finish date
2021-09-03File version
- Accepted version
Language
- eng
Official URL
Legacy posted date
2021-09-21Legacy creation date
2021-10-11Legacy Faculty/School/Department
Faculty of Science & EngineeringUsage metrics
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