{"id":35407,"date":"2025-05-17T13:44:39","date_gmt":"2025-05-17T05:44:39","guid":{"rendered":"https:\/\/www.1ai.net\/?p=35407"},"modified":"2025-05-17T13:44:39","modified_gmt":"2025-05-17T05:44:39","slug":"ai%e9%a2%84%e6%b5%8b%e8%82%a1%e5%b8%82%e9%9d%a0%e8%b0%b1%e5%90%97%ef%bc%9f%e5%88%9d%e6%ad%a5%e7%a0%94%e7%a9%b6%e8%a1%a8%e6%98%8e-ai-%e6%97%a0%e6%b3%95%e5%87%86%e7%a1%ae%e9%a2%84%e6%b5%8b%e8%82%a1","status":"publish","type":"post","link":"https:\/\/www.1ai.net\/en\/35407.html","title":{"rendered":"Is AI reliable in predicting the stock market? Preliminary research suggests AI can't accurately predict the stock market"},"content":{"rendered":"<p>5 \u6708 17 \u65e5\u6d88\u606f\uff0c\u6700\u65b0\u7814\u7a76\u62a5\u544a\u663e\u793a\uff0c\u4eba\u5de5\u667a\u80fd\uff08<a href=\"https:\/\/www.1ai.net\/en\/tag\/ai\" title=\"\u3010\u67e5\u770b\u542b\u6709[AI]\u6807\u7b7e\u7684\u6587\u7ae0\u3011\" target=\"_blank\" rel=\"noopener\">AI<\/a>\uff09\u65e0\u6cd5\u9884\u6d4b<a href=\"https:\/\/www.1ai.net\/en\/tag\/%e8%82%a1%e5%b8%82\" title=\"\u3010\u67e5\u770b\u542b\u6709[\u80a1\u5e02]\u6807\u7b7e\u7684\u6587\u7ae0\u3011\" target=\"_blank\" rel=\"noopener\">\u80a1\u5e02<\/a>\u3002\u65e0\u8bba\u662f\u57fa\u4e8e\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff08LSTM\uff09\u8fd8\u662f\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff08DNN\uff09\u7684 AI \u6a21\u578b\uff0c<strong>\u5b83\u4eec\u5bf9\u80a1\u5e02\u7684\u9884\u6d4b\u7ed3\u679c\u90fd\u9519\u5f97\u79bb\u8c31\u3002<\/strong><\/p>\n<p>\u4f20\u7edf\u7684\u80a1\u5e02\u9884\u6d4b\u65b9\u6cd5\u4e3b\u8981\u5305\u62ec\u57fa\u672c\u9762\u5206\u6790\u548c\u6280\u672f\u5206\u6790\u4e24\u79cd\u3002\u57fa\u672c\u9762\u5206\u6790\u5173\u6ce8\u516c\u53f8\u8d22\u52a1\u72b6\u51b5\u548c\u5b8f\u89c2\u7ecf\u6d4e\u6307\u6807\uff0c\u9002\u5408\u957f\u671f\u6295\u8d44\uff1b\u6280\u672f\u5206\u6790\u5219\u57fa\u4e8e\u5e02\u573a\u884c\u4e3a\u6a21\u5f0f\u8bc6\u522b\uff0c\u5305\u62ec\u80a1\u4ef7\u3001\u6210\u4ea4\u91cf\u7b49\u6307\u6807\uff0c\u66f4\u9002\u5408\u77ed\u671f\u4ea4\u6613\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35408\" title=\"0538c9fcj00swe56m002yd000j100cgp\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2025\/05\/0538c9fcj00swe56m002yd000j100cgp.jpg\" alt=\"0538c9fcj00swe56m002yd000j100cgp\" width=\"685\" height=\"448\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35409\" title=\"a7781fe3j00swe570003id000j100fnp\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2025\/05\/a7781fe3j00swe570003id000j100fnp.jpg\" alt=\"a7781fe3j00swe570003id000j100fnp\" width=\"685\" height=\"563\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35410\" title=\"c21beb99j00swe57a004dd000j100eup\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2025\/05\/c21beb99j00swe57a004dd000j100eup.jpg\" alt=\"c21beb99j00swe57a004dd000j100eup\" width=\"685\" height=\"534\" \/><\/p>\n<p>\u6765\u81ea\u4f0a\u6717\u8c22\u91cc\u592b\u7406\u5de5\u5927\u5b66\u7684\u79d1\u7814\u56e2\u961f\u4f7f\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u3001\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff08LSTM\uff09\u3001Transformer \u4ee5\u53ca\u4e0a\u8ff0\u7ec4\u5408\u6a21\u578b\uff0c\u5206\u6790\u5fb7\u9ed1\u5170\u8bc1\u5238\u4ea4\u6613\u6240\uff08TSE\uff09\u7684 12 \u53ea\u80a1\u7968\uff0c\u5e76\u5bf9\u6bd4\u5b9e\u9645\u6570\u636e\uff0c\u53d1\u73b0\u9884\u6d4b\u7ed3\u679c\u9519\u5f97\u79bb\u8c31\u3002<\/p>\n<p>\u56e2\u961f\u968f\u540e\u5f00\u53d1\u4e86\u65b0\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u4e0d\u76f4\u63a5\u9884\u6d4b\u5177\u4f53\u4ef7\u683c\uff0c\u800c\u662f\u9884\u6d4b\u5e02\u573a\u8d8b\u52bf\uff0c\u5e76\u91c7\u7528 100 \u5929\u5386\u53f2\u6570\u636e\u4f5c\u4e3a\u8f93\u5165\uff0c\u901a\u8fc7 CNN \u63d0\u53d6\u5386\u53f2\u6570\u636e\u4e2d\u7684\u91cd\u590d\u6a21\u5f0f\uff0c\u540c\u65f6\u5141\u8bb8\u6839\u636e\u4e0d\u540c\u80a1\u5e02\u7684\u968f\u673a\u6ce2\u52a8\u8c03\u6574\u6a21\u578b\u654f\u611f\u5ea6\uff0c\u8ba9\u9884\u6d4b\u7ed3\u679c\u66f4\u5177\u5b9e\u7528\u4ef7\u503c\u3002\u7136\u800c\u5373\u4fbf\u662f\u6539\u8fdb\u540e\u7684\u65b9\u6cd5\uff0c\u5728\u80a1\u5e02\u8fd9\u6837\u5608\u6742\u548c\u6df7\u6c8c\u7684\u73af\u5883\u4e0b\uff0c\u4e5f\u5e76\u4e0d\u51c6\u786e\u3002<\/p>\n<p>\u6ce8\uff1a\u4ee5\u4e0a\u7ed3\u8bba\u4ec5\u9650\u4e8e\u8ffd\u8e2a 12 \u652f\u80a1\u7968\uff0c\u5728\u4e0d\u540c\u5e02\u573a\u8ffd\u8e2a\u4e0d\u540c\u80a1\u7968\u53ef\u80fd\u4f1a\u6709\u4e0d\u540c\u7ed3\u8bba\uff0c\u4ee5\u4e0a\u4fe1\u606f\u4ec5\u4f9b\u53c2\u8003\u3002<\/p>\n<p data-vmark=\"24ec\"><strong><span class=\"referenceTitle\">\u53c2\u8003<\/span><\/strong><\/p>\n<ul class=\"custom_reference list-paddingleft-1\">\n<li class=\"list-undefined list-reference-paddingleft\">\n<p data-vmark=\"e137\"><a href=\"https:\/\/www.solidot.org\/story?sid=81312\" target=\"_blank\" rel=\"noopener\">\u7814\u7a76\u53d1\u73b0 AI \u65e0\u6cd5\u9884\u6d4b\u80a1\u5e02<\/a><\/p>\n<\/li>\n<li class=\"list-undefined list-reference-paddingleft\">\n<p data-vmark=\"241f\"><a href=\"https:\/\/www.nature.com\/articles\/s41599-025-04761-8\" target=\"_blank\" rel=\"noopener\">Stock market trend prediction using deep neural network via chart analysis: a practical method or a myth?<\/a><\/p>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>May 17, 2011 - Artificial intelligence (AI) can't predict the stock market, according to a new study. Whether it is based on long short-term memory network (LSTM) or deep neural network (DNN) AI models, their predictions of the stock market results are wrong. Traditional stock market prediction methods mainly include fundamental analysis and technical analysis. Fundamental analysis focuses on the company's financial situation and macroeconomic indicators, suitable for long-term investment; technical analysis is based on market behavior pattern recognition, including stock prices, volume and other indicators, more suitable for short-term trading. A team of researchers from Sharif University of Technology in Iran used Convolutional Neural Network (CNN), Long Short Term Memory Network (LSTM), Transformer, and a combination of the above models to analyze the performance of Tehran Stock Exchange (TS).<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[146],"tags":[411,3010,6625],"collection":[],"class_list":["post-35407","post","type-post","status-publish","format-standard","hentry","category-news","tag-ai","tag-6625"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/35407","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=35407"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/35407\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=35407"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=35407"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=35407"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=35407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}