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Meri Mayang Sari
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cerita@raharja.info
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+6281211103128
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cerita@raharja.info
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Jl. Jenderal Sudirman No. 40 Modern Cikokol Tangerang - Banten 15117 Indonesia
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Journal Cerita: Creative Education of Research in Information Technology and Artificial Informatics
Published by UNIVERSITAS RAHARJA
ISSN : 24611417     EISSN : 26552574     DOI : 10.33050/cerita
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering
Journal CERITA: Creative Education Of Research in Information Technology And Artificial Informatics adalah jurnal ilmiah nasional yang diterbitkan oleh Universitas Raharja Tangerang guna mempublikasikan ringkasan hasil penelitian civitas akademika pada bidang informatika dan komputer.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 221 Documents
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Analisis Performansi Forecasting Harga Saham Amazon Dengan ARIMA, ANN, dan LSTM Syahputra, Chandra Wibawa; Rahmat, Basuki; Al Haromainy, M. Muharrom
Journal Cerita: Creative Education of Research in Information Technology and Artificial Informatics Vol. 11 No. 2 (2025): Journal CERITA : Creative Education of Research in Information Technology and
Publisher : UNIVERSITAS RAHARJA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/cerita.v11i2.3814

Abstract

Stocks are financial instruments traded for profit but come with high risks. Many investors struggle to understand price movements and predict market trends. Various methods, such as ARIMA, ANN, and LSTM, have been developed to forecast stock prices using historical data. This study compares these methods in predicting Amazon's stock prices. The results show that LSTM outperforms the others with a learning rate of 0.001, achieving a MAPE of 1.34% and an RMSE of 3.0501. These findings confirm that LSTM provides higher accuracy for stock market analysis.

Page 23 of 23 | Total Record : 221

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