PREDIKSI HARGA SAHAM BERBASIS ANALISIS SENTIMEN MEDIA SOSIAL DAN BIDIRECTIONAL LSTM

Authors

  • Abduh Riski Universitas Jember
  • Abdul Mujib Shabirin Universitas Jember
  • Alfian Futuhul Hadi Universitas Jember
  • Ahmad Kamsyakawuni Universitas Jember

Keywords:

BILSTM, Prediction, Sentiment Analysis, Stocks

References

Afrianto, N., Fudholi, D. H.,dan Rani, S. (2022). Prediksi Harga Saham Menggunakan BiLSTM dengan Faktor Sentimen Publik. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 6(1), 41–46. https://doi.org/10.29207/resti.v6i1.3676

Bhuriya, D., Kaushal, G., Sharma, A., dan Singh, U. (2017). Stock market predication using a linear regression. 2017 International conference of Electronics, Communication and Aerospace Technology (ICECA), 510–513. https://doi.org/10.1109/ICECA.2017.8212716

Jahan, I., dan Sajal, S. (2018). Stock price prediction using recurrent neural network (RNN) algorithm on time-series data. Midwest instruction and computing symposium.

Karim, M., dan Das, S. (2018). Sentiment Analysis on Textual Reviews. IOP Conference Series: Materials Science and Engineering, 396, 012020. https://doi.org/10.1088/1757-899X/396/1/012020

Mathur, R., Pathak, V., dan Bandil, D. (2019). Parkinson Disease Prediction Using Machine Learning Algorithm (hlm. 357–363). https://doi.org/10.1007/978-981-13-2285-3_42

Nafan, M. Z., dan Amalia, A. E. (2019). Kecenderungan Tanggapan Masyarakat terhadap Ekonomi Indonesia berbasis Lexicon Based Sentiment Analysis. Jurnal Media Informatika Budidarma, 3(4), 268–273.

Renault, T. (2017). Intraday online investor sentiment and return patterns in the U.S. stock market. Journal of Banking & Finance, 84, 25–40. https://doi.org/10.1016/j.jbankfin.2017.07.002

Westergaard, D., Stærfeldt, H.-H., Tønsberg, C., Jensen, L. J., dan Brunak, S. (2018). A comprehensive and quantitative comparison of text-mining in 15 million full-text articles versus their corresponding abstracts. PLOS Computational Biology, 14(2), e1005962. https://doi.org/10.1371/journal.pcbi.1005962

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Published

2025-01-26

How to Cite

Riski, A., Mujib Shabirin, A., Futuhul Hadi, A., & Kamsyakawuni, A. . (2025). PREDIKSI HARGA SAHAM BERBASIS ANALISIS SENTIMEN MEDIA SOSIAL DAN BIDIRECTIONAL LSTM. Prosiding Seminar Nasional Matematika Dan Pendidikan Matematika, 8(1), 19–25. Retrieved from http://conference.upgris.ac.id/index.php/senatik/article/view/6765

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Articles