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Crude Oil Forecasting via Events and Outlook Extraction from Commodity News

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thesis
posted on 2022-10-01, 02:38 authored by Meisin Lee
The thesis is about using news events to predict crude oil prices. The three research objectives of this research are: (1) build an annotated crude oil dataset for event extraction, (2) train machine learning models on event extraction and (3) use extracted events for crude oil forecasting.

History

Principal supervisor

Soon Lay Ki

Additional supervisor 1

Siew Eu Gene

Year of Award

2022

Department, School or Centre

School of Information Technology (Monash University Malaysia)

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Information Technology

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    Faculty of Information Technology Theses

    Categories

    Keywords

    Text AnalyticsNLP in Finance and EconomicsFinancial forecasting

    Licence

    In Copyright

    Exports

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