---
_id: '6955'
article_type: original
author:
- first_name: Marah-Lisanne
  full_name: Thormann, Marah-Lisanne
  last_name: Thormann
- first_name: 'Jan '
  full_name: 'Farchmin, Jan '
  last_name: Farchmin
- first_name: Christoph
  full_name: Weisser, Christoph
  id: '264138'
  last_name: Weisser
  orcid: 0000-0003-0616-1027
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216468844
- first_name: 'Rene-Marcel '
  full_name: 'Kruse, Rene-Marcel '
  last_name: Kruse
- first_name: 'Benjamin '
  full_name: 'Säfken, Benjamin '
  last_name: Säfken
- first_name: 'Alexander '
  full_name: 'Silbersdorff, Alexander '
  last_name: Silbersdorff
citation:
  alphadin: '<span style="font-variant:small-caps;">Thormann, Marah-Lisanne</span>
    ; <span style="font-variant:small-caps;">Farchmin, Jan </span> ; <span style="font-variant:small-caps;">Weisser,
    Christoph</span> ; <span style="font-variant:small-caps;">Kruse, Rene-Marcel </span>
    ; <span style="font-variant:small-caps;">Säfken, Benjamin </span> ; <span style="font-variant:small-caps;">Silbersdorff,
    Alexander </span>: Stock Price Predictions With LSTM Neural Networks and Twitter
    Sentiment. In: <i>Statistics, Optimization &#38; Information Computing</i> Bd.
    9, International Academic Press (2021), Nr. 2, S. 268–287'
  ama: Thormann M-L, Farchmin J, Weisser C, Kruse R-M, Säfken B, Silbersdorff A. Stock
    Price Predictions With LSTM Neural Networks and Twitter Sentiment. <i>Statistics,
    Optimization &#38; Information Computing</i>. 2021;9(2):268-287. doi:<a href="https://doi.org/10.19139/soic-2310-5070-1202">10.19139/soic-2310-5070-1202</a>
  apa: Thormann, M.-L., Farchmin, J., Weisser, C., Kruse, R.-M., Säfken, B., &#38;
    Silbersdorff, A. (2021). Stock Price Predictions With LSTM Neural Networks and
    Twitter Sentiment. <i>Statistics, Optimization &#38; Information Computing</i>,
    <i>9</i>(2), 268–287. <a href="https://doi.org/10.19139/soic-2310-5070-1202">https://doi.org/10.19139/soic-2310-5070-1202</a>
  bibtex: '@article{Thormann_Farchmin_Weisser_Kruse_Säfken_Silbersdorff_2021, title={Stock
    Price Predictions With LSTM Neural Networks and Twitter Sentiment}, volume={9},
    DOI={<a href="https://doi.org/10.19139/soic-2310-5070-1202">10.19139/soic-2310-5070-1202</a>},
    number={2}, journal={Statistics, Optimization &#38; Information Computing}, publisher={International
    Academic Press}, author={Thormann, Marah-Lisanne and Farchmin, Jan  and Weisser,
    Christoph and Kruse, Rene-Marcel  and Säfken, Benjamin  and Silbersdorff, Alexander
    }, year={2021}, pages={268–287} }'
  chicago: 'Thormann, Marah-Lisanne, Jan  Farchmin, Christoph Weisser, Rene-Marcel  Kruse,
    Benjamin  Säfken, and Alexander  Silbersdorff. “Stock Price Predictions With LSTM
    Neural Networks and Twitter Sentiment.” <i>Statistics, Optimization &#38; Information
    Computing</i> 9, no. 2 (2021): 268–87. <a href="https://doi.org/10.19139/soic-2310-5070-1202">https://doi.org/10.19139/soic-2310-5070-1202</a>.'
  ieee: M.-L. Thormann, J. Farchmin, C. Weisser, R.-M. Kruse, B. Säfken, and A. Silbersdorff,
    “Stock Price Predictions With LSTM Neural Networks and Twitter Sentiment,” <i>Statistics,
    Optimization &#38; Information Computing</i>, vol. 9, no. 2, pp. 268–287, 2021.
  mla: Thormann, Marah-Lisanne, et al. “Stock Price Predictions With LSTM Neural Networks
    and Twitter Sentiment.” <i>Statistics, Optimization &#38; Information Computing</i>,
    vol. 9, no. 2, International Academic Press, 2021, pp. 268–87, doi:<a href="https://doi.org/10.19139/soic-2310-5070-1202">10.19139/soic-2310-5070-1202</a>.
  short: M.-L. Thormann, J. Farchmin, C. Weisser, R.-M. Kruse, B. Säfken, A. Silbersdorff,
    Statistics, Optimization &#38; Information Computing 9 (2021) 268–287.
date_created: 2026-06-01T14:02:00Z
date_updated: 2026-06-02T08:41:37Z
doi: 10.19139/soic-2310-5070-1202
intvolume: '         9'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 268-287
publication: Statistics, Optimization & Information Computing
publication_identifier:
  eissn:
  - 2310-5070
  issn:
  - 2311-004X
publication_status: published
publisher: International Academic Press
quality_controlled: '1'
status: public
title: Stock Price Predictions With LSTM Neural Networks and Twitter Sentiment
type: journal_article
user_id: '220548'
volume: 9
year: '2021'
...