Improving ETF prediction through sentiment analysis : a DeepAR and FinBERT approach with controlled seed sampling
Waleed Soliman, Zhiyuan Chen, Colin Johnson, Sabrina Wong
| Year of publication: |
2025
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| Authors: | Soliman, Waleed ; Chen, Zhiyuan ; Johnson, Colin ; Wong, Sabrina |
| Published in: |
Intelligent systems in accounting, finance & management. - New York, NY [u.a.] : Wiley, ISSN 2160-0074, ZDB-ID 2379344-2. - Vol. 32.2025, 1, Art.-No. e70004, p. 1-10
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| Subject: | DeepAR | ETFs | FinBERT | LSTM | probabilistic models | sampling techniques | sentiment analysis | Stichprobenerhebung | Sampling | Indexderivat | Index derivative | Prognoseverfahren | Forecasting model | Emotion | Anlageverhalten | Behavioural finance |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1002/isaf.70004 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015332636