{"id":10476,"date":"2022-09-06T14:45:49","date_gmt":"2022-09-06T18:45:49","guid":{"rendered":"https:\/\/desis.osu.edu\/seniorthesis\/?p=10476"},"modified":"2022-09-06T14:46:12","modified_gmt":"2022-09-06T18:46:12","slug":"stockbot-ai-investing-robot","status":"publish","type":"post","link":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/2022\/09\/06\/stockbot-ai-investing-robot\/","title":{"rendered":"Stockbot &#8211; AI stock predicting robot"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-marktechpost wp-block-embed-marktechpost\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"Cbf5dOPCyN\"><a href=\"https:\/\/www.marktechpost.com\/2022\/07\/26\/researchers-at-stanford-have-developed-an-artificial-intelligence-ai-model-stockbot-which-uses-lstms-to-predict-stock-prices-with-gains-higher-than-the-most-aggressive-etfs\/\">Researchers at Stanford have developed an Artificial Intelligence (AI) model,&#8217; StockBot&#8217;, which uses LSTMs to predict stock prices with gains higher than the most aggressive ETFs<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Researchers at Stanford have developed an Artificial Intelligence (AI) model,&#8217; StockBot&#8217;, which uses LSTMs to predict stock prices with gains higher than the most aggressive ETFs&#8221; &#8212; MarkTechPost\" src=\"https:\/\/www.marktechpost.com\/2022\/07\/26\/researchers-at-stanford-have-developed-an-artificial-intelligence-ai-model-stockbot-which-uses-lstms-to-predict-stock-prices-with-gains-higher-than-the-most-aggressive-etfs\/embed\/#?secret=0xkSMcoQ1j#?secret=Cbf5dOPCyN\" data-secret=\"Cbf5dOPCyN\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Due to non-stationary, noisy, inter-dependence, and chaotic data, stock market forecasting is a significant challenge, making it difficult for investors to spend their money in a way that would result in profits.\u00a0Women struggle with the fear that they will lose all their money investing in stock- they are risk-averse. They are actually good traders, though, patiently letting their investment grow (see my research).<\/p>\n\n\n\n<p>StockBot, a new approach proposed by researchers from Stanford University, was introduced to help investors make a daily decision: sell or buy. It is a generalizable price predicting model based on stacked LSTM aiming to predict stock prices for new stocks that do not have sufficient historical data.\u00a0<\/p>\n\n\n\n<p>In addition, for simplicity and speed, the prediction of multiple days together has proven to be more interesting than predicting the future day one at a time since the latter approach can only predict one day at a time. Finally, the decisions taken by the bot surpass even the most aggressive ETFs and the main investment products provided by investment firms.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Due to non-stationary, noisy, inter-dependence, and chaotic data, stock market forecasting is a significant challenge, making it difficult for investors to spend their money in a way that would result in profits.\u00a0Women struggle with the fear that they will lose all their money investing in stock- they are risk-averse. They are actually good traders, though, [&hellip;]<\/p>\n","protected":false},"author":76,"featured_media":10477,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22],"tags":[],"class_list":{"0":"post-10476","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-science-tech"},"_links":{"self":[{"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/posts\/10476","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/users\/76"}],"replies":[{"embeddable":true,"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/comments?post=10476"}],"version-history":[{"count":2,"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/posts\/10476\/revisions"}],"predecessor-version":[{"id":10483,"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/posts\/10476\/revisions\/10483"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/media\/10477"}],"wp:attachment":[{"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/media?parent=10476"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/categories?post=10476"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/desis.osu.edu\/seniorthesis\/index.php\/wp-json\/wp\/v2\/tags?post=10476"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}