{"publication_identifier":{"eissn":["2310-5070"],"issn":["2311-004X"]},"type":"journal_article","oa":"1","user_id":"220548","main_file_link":[{"open_access":"1"}],"publication_status":"published","issue":"2","publication":"Statistics, Optimization & Information Computing","quality_controlled":"1","article_type":"original","title":"Stock Price Predictions With LSTM Neural Networks and Twitter Sentiment","date_created":"2026-06-01T14:02:00Z","volume":9,"year":"2021","_id":"6955","language":[{"iso":"eng"}],"author":[{"last_name":"Thormann","full_name":"Thormann, Marah-Lisanne","first_name":"Marah-Lisanne"},{"first_name":"Jan ","last_name":"Farchmin","full_name":"Farchmin, Jan "},{"first_name":"Christoph","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216468844","id":"264138","orcid":"0000-0003-0616-1027","full_name":"Weisser, Christoph","last_name":"Weisser"},{"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":{"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>.","short":"M.-L. Thormann, J. Farchmin, C. Weisser, R.-M. Kruse, B. Säfken, A. Silbersdorff, Statistics, Optimization &#38; Information Computing 9 (2021) 268–287.","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>.","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>","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.","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","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} }","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>"},"status":"public","intvolume":"         9","doi":"10.19139/soic-2310-5070-1202","page":"268-287","publisher":"International Academic Press","date_updated":"2026-06-02T08:41:37Z"}