{"id":43,"date":"2024-04-19T20:57:33","date_gmt":"2024-04-19T12:57:33","guid":{"rendered":"https:\/\/xaviermc.top\/?p=43"},"modified":"2024-04-19T21:46:07","modified_gmt":"2024-04-19T13:46:07","slug":"jras","status":"publish","type":"post","link":"https:\/\/xaviermc.top\/?p=43","title":{"rendered":"JRAS"},"content":{"rendered":"<h1>JRAS<\/h1>\n<div class='github-info-card github-info-card-full card shadow-sm' data-author='CerealAxis' data-project='JRAS' githubinfo-card-id='3799995758' data-getdata='frontend' data-description='' data-stars='' data-forks=''><div class='github-info-card-header'><a href='https:\/\/github.com\/' ref='nofollow' target='_blank' title='Github' no-pjax><span><i class='fa fa-github'><\/i> GitHub<\/span><\/a><\/div><div class='github-info-card-body'>\r\n\t\t\t<div class='github-info-card-name-a'>\r\n\t\t\t\t<a href='https:\/\/github.com\/CerealAxis\/JRAS' target='_blank' no-pjax>\r\n\t\t\t\t\t<span class='github-info-card-name'>CerealAxis\/JRAS<\/span>\r\n\t\t\t\t<\/a>\r\n\t\t\t\t<\/div>\r\n\t\t\t<div class='github-info-card-description'><\/div>\r\n\t\t<\/div><div class='github-info-card-bottom'>\r\n\t\t\t\t<span class='github-info-card-meta github-info-card-meta-stars'>\r\n\t\t\t\t\t<i class='fa fa-star'><\/i> <span class='github-info-card-stars'><\/span>\r\n\t\t\t\t<\/span>\r\n\t\t\t\t<span class='github-info-card-meta github-info-card-meta-forks'>\r\n\t\t\t\t\t<i class='fa fa-code-fork'><\/i> <span class='github-info-card-forks'><\/span>\r\n\t\t\t\t<\/span>\r\n\t\t\t<\/div><\/div>\n<p><del>\u82e6\u903c\u5927\u5b66\u751f\u7684python\u4f5c\u4e1a<\/del><\/p>\n<p>\u57fa\u4e8e<strong>\u722c\u866b<\/strong>\u4e0e<strong>AI\u6280\u672f<\/strong>\u7684\u4eac\u4e1c\u5546\u54c1\u8bc4\u8bba\u81ea\u52a8\u5316\u5206\u6790\u7cfb\u7edf<\/p>\n<hr \/>\n<h2>\u9879\u76ee\u6982\u8ff0<\/h2>\n<p>JRAS\u662f\u4e00\u6b3e\u4e13\u4e3a\u4eac\u4e1c\u5546\u54c1\u8bc4\u8bba\u6df1\u5ea6\u6316\u6398\u800c\u8bbe\u8ba1\u7684\u81ea\u52a8\u5316\u5206\u6790\u5de5\u5177\uff0c\u901a\u8fc7\u7528\u6237\u8f93\u5165\u7684\u5546\u54c1ID\u6293\u53d6\u4eac\u4e1c\u5546\u54c1\u8bc4\u8bbaAPI\u4e2d\u7684\u8bc4\u8bba\u6570\u636e\uff0c\u5e76\u901a\u8fc7\u53bb\u91cd\u3001\u6e05\u6d17\u3001\u5206\u8bcd\u7b49\u9884\u5904\u7406\u6b65\u9aa4\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\u3002\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u65b9\u9762\uff0c\u7cfb\u7edf\u5229\u7528jieba\u5e93\u8fdb\u884c\u4e2d\u6587\u5206\u8bcd\uff0csnownlp\u5e93\u8fdb\u884c\u60c5\u611f\u503e\u5411\u5206\u6790\uff0c\u91cf\u5316\u5546\u54c1\u8bc4\u4ef7\u7684\u6b63\u8d1f\u60c5\u611f\u6bd4\u4f8b\u3002\u540c\u65f6\uff0c\u7cfb\u7edf\u63a5\u5165\u4e86\u901a\u4e49\u5343\u95ee\u5927\u8bed\u8a00\u6a21\u578bAPI\uff0c\u5bf9\u5904\u7406\u540e\u7684\u8bc4\u8bba\u6570\u636e\u8fdb\u884c\u6df1\u5c42\u6b21\u5206\u6790\uff0c\u751f\u6210\u8be6\u5c3d\u7684\u5546\u54c1\u5206\u6790\u62a5\u544a\u3002<\/p>\n<h3>\u9879\u76ee\u7ed3\u6784<\/h3>\n<pre><code class=\"language-plaintext\">JRAS\/\n\u251c\u2500\u2500 clean.py         # \u6570\u636e\u6e05\u6d17\u811a\u672c\n\u251c\u2500\u2500 main.py          # \u4e3b\u7a0b\u5e8f\u5165\u53e3\n\u251c\u2500\u2500 nlp.py           # \u81ea\u7136\u8bed\u8a00\u5904\u7406\u6a21\u5757\n\u251c\u2500\u2500 qianwen.py       # \u914d\u7f6e\u4e0e\u8c03\u7528\u901a\u4e49\u5343\u95eeAPI\u6a21\u5757\n\u251c\u2500\u2500 read_excel.py    # Excel\u8bfb\u5199\u8f85\u52a9\u811a\u672c\n\u251c\u2500\u2500 segmented.py     # \u6587\u672c\u5206\u8bcd\u5904\u7406\u811a\u672c\n\u2514\u2500\u2500 spider.py        # \u5546\u54c1\u8bc4\u8bba\u722c\u866b\u6a21\u5757\n\n\u251c\u2500\u2500 data\n\u2502   \u251c\u2500\u2500 bg.png        # \u8bcd\u4e91\u56fe\u80cc\u666f\u56fe\u7247\n\u2502   \u2514\u2500\u2500 stopwords.txt # \u505c\u7528\u8bcd\u8868\n\n\u2514\u2500\u2500 output\n    \u251c\u2500\u2500 cleaned_data.xlsx  # \u6e05\u7406\u540e\u6574\u7406\u7684\u8bc4\u8bba\u6570\u636e\u96c6\n    \u251c\u2500\u2500 contents.txt      # \u6458\u8981\u548c\u603b\u7ed3\u7684\u8bc4\u8bba\u5185\u5bb9\n    \u251c\u2500\u2500 original_data.xlsx # \u722c\u53d6\u5f97\u5230\u7684\u539f\u59cb\u8bc4\u8bba\u6570\u636e\n    \u251c\u2500\u2500 report.docx       # \u81ea\u52a8\u751f\u6210\u7684\u7efc\u5408\u5206\u6790\u62a5\u544a\n    \u251c\u2500\u2500 segmented_words.txt # \u5206\u8bcd\u540e\u7684\u8bcd\u6c47\u5217\u8868\n    \u251c\u2500\u2500 sentiment_analysis_pie_chart.png # \u60c5\u611f\u5206\u6790\u7ed3\u679c\u997c\u72b6\u56fe\n    \u2514\u2500\u2500 wordcloud.png        # \u5173\u952e\u8bcd\u8bcd\u4e91\u56fe\n<\/code><\/pre>\n<h3>\u7cfb\u7edf\u9700\u6c42<\/h3>\n<ul>\n<li><strong>\u64cd\u4f5c\u7cfb\u7edf<\/strong>\uff1aWindows 7\u6216\u66f4\u9ad8\u7248\u672c\uff08\u652f\u630164\u4f4d\u67b6\u6784\uff09<\/li>\n<li><strong>\u5904\u7406\u5668<\/strong>\uff1a\u81f3\u5c111 GHz\u6216\u901f\u5ea6\u66f4\u5feb\u768464\u4f4dCPU\u6216SoC<\/li>\n<li><strong>\u5185\u5b58<\/strong>\uff1a\u81f3\u5c114GB RAM<\/li>\n<li><strong>Python\u73af\u5883<\/strong>\uff1aPython 3.11\u6216\u66f4\u65b0\u7248\u672c<\/li>\n<\/ul>\n<h3>\u5b89\u88c5\u6307\u5357<\/h3>\n<h4>Pandoc\u5b89\u88c5<\/h4>\n<p>\u4e3a\u4e86\u751f\u6210Word\u6587\u6863\u62a5\u544a\uff0c\u8bf7\u5148\u5b89\u88c5Pandoc\uff0c\u8fd9\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6587\u6863\u683c\u5f0f\u8f6c\u6362\u5de5\u5177\u3002\u8bbf\u95ee<a href=\"https:\/\/pandoc.org\/installing.html\">Pandoc\u5b98\u7f51\u5b89\u88c5\u6307\u5357<\/a>\u4ee5\u83b7\u53d6\u9002\u5408\u60a8\u64cd\u4f5c\u7cfb\u7edf\u7684\u5b89\u88c5\u65b9\u6cd5\u3002<\/p>\n<h3>\u4f7f\u7528\u6b65\u9aa4<\/h3>\n<ol>\n<li><strong>\u514b\u9686\u9879\u76ee<\/strong>\uff1a\u4eceGitHub\u6216\u5176\u4ed6\u6258\u7ba1\u5e73\u53f0\u514b\u9686\u672c\u9879\u76ee\u81f3\u672c\u5730\u8ba1\u7b97\u673a\uff0c\u7136\u540e\u4f7f\u7528PyCharm\u6216\u5176\u4ed6\u517c\u5bb9IDE\u6253\u5f00\u8be5\u9879\u76ee\u3002<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a\u5728\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u6240\u6709\u5fc5\u9700\u7684\u7b2c\u4e09\u65b9\u5e93\uff1a\n<pre><code class=\"language-shell\">pip install -r requirements.txt\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6eAPI\u5bc6\u94a5<\/strong>\uff1a\u5728<code>qianwen.py<\/code>\u6587\u4ef6\u4e2d\u586b\u5199\u60a8\u7684\u901a\u4e49\u5343\u95eeAPI\u5bc6\u94a5\uff1a\n<pre><code class=\"language-python\">dashscope.api_key = \"\u5728\u6b64\u5904\u8f93\u5165\u4f60\u7684API\u5bc6\u94a5\"\n<\/code><\/pre>\n<\/li>\n<li><strong>\u8fd0\u884c\u5206\u6790<\/strong>\uff1a\u542f\u52a8\u4e3b\u7a0b\u5e8f<code>main.py<\/code>\uff0c\u6839\u636e\u63d0\u793a\u8f93\u5165\u5f85\u5206\u6790\u7684\u4eac\u4e1c\u5546\u54c1\u94fe\u63a5\uff0c\u70b9\u51fb<strong>\u5f00\u59cb\u5206\u6790<\/strong>\u6309\u94ae\uff0c\u7b49\u5f85\u7a0b\u5e8f\u6267\u884c\u5b8c\u6bd5\u3002<\/li>\n<\/ol>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/i.072333.xyz\/file\/9ad0fa06251562efa158b.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/i.072333.xyz\/file\/9ad0fa06251562efa158b.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u8f6f\u4ef6\u9875\u9762\" \/><\/div><\/p>\n<ol start=\"5\">\n<li><strong>\u67e5\u770b\u7ed3\u679c<\/strong>\uff1a\u5206\u6790\u5b8c\u6210\u540e\uff0c\u8fdb\u5165<code>output<\/code>\u76ee\u5f55\uff0c\u53ef\u627e\u5230\u5305\u542b\u5982\u4e0b\u5185\u5bb9\u7684\u5404\u7c7b\u8f93\u51fa\u6587\u4ef6\uff1a\n<ul>\n<li><code>cleaned_data.xlsx<\/code>\uff1a\u5df2\u6e05\u6d17\u548c\u6574\u7406\u8fc7\u7684\u8bc4\u8bba\u6570\u636e<\/li>\n<li><code>contents.txt<\/code>\uff1a\u63d0\u70bc\u603b\u7ed3\u7684\u8bc4\u8bba\u4e3b\u8981\u5185\u5bb9<\/li>\n<li><code>original_data.xlsx<\/code>\uff1a\u722c\u53d6\u5f97\u5230\u7684\u539f\u59cb\u8bc4\u8bba\u8bb0\u5f55<\/li>\n<li><code>report.docx<\/code>\uff1a\u7cfb\u7edf\u81ea\u52a8\u751f\u6210\u7684\u5206\u6790\u62a5\u544a\uff08\u5229\u7528Pandoc\u8f6c\u6362\u751f\u6210\uff09<\/li>\n<li><code>segmented_words.txt<\/code>\uff1a\u7ecf\u8fc7\u5206\u8bcd\u5904\u7406\u7684\u8bcd\u8bed\u5217\u8868<\/li>\n<li><code>sentiment_analysis_pie_chart.png<\/code>\uff1a\u60c5\u611f\u503e\u5411\u5206\u6790\u7684\u997c\u72b6\u7edf\u8ba1\u56fe<\/li>\n<li><code>wordcloud.png<\/code>\uff1a\u53cd\u6620\u9ad8\u9891\u5173\u952e\u8bcd\u7684\u8bcd\u4e91\u56fe\u50cf<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<hr \/>\n<h3>\u672c\u9879\u76ee\u9075\u5faaMIT\u8bb8\u53ef\u534f\u8bae\u5f00\u6e90\u3002<\/h3>\n","protected":false},"excerpt":{"rendered":"<p>JRAS \u82e6\u903c\u5927\u5b66\u751f\u7684python\u4f5c\u4e1a \u57fa\u4e8e\u722c\u866b\u4e0eAI\u6280\u672f\u7684\u4eac\u4e1c\u5546\u54c1\u8bc4\u8bba\u81ea\u52a8\u5316\u5206\u6790\u7cfb\u7edf \u9879\u76ee\u6982\u8ff0 JRAS\u662f\u4e00 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[1],"tags":[8,9,10],"class_list":["post-43","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-ai","tag-9","tag-10"],"_links":{"self":[{"href":"https:\/\/xaviermc.top\/index.php?rest_route=\/wp\/v2\/posts\/43","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xaviermc.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/xaviermc.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/xaviermc.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/xaviermc.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=43"}],"version-history":[{"count":6,"href":"https:\/\/xaviermc.top\/index.php?rest_route=\/wp\/v2\/posts\/43\/revisions"}],"predecessor-version":[{"id":51,"href":"https:\/\/xaviermc.top\/index.php?rest_route=\/wp\/v2\/posts\/43\/revisions\/51"}],"wp:attachment":[{"href":"https:\/\/xaviermc.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=43"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/xaviermc.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=43"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/xaviermc.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=43"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}