{"id":1456,"date":"2020-03-15T00:15:07","date_gmt":"2020-03-14T16:15:07","guid":{"rendered":"http:\/\/149.129.74.185\/?p=1456"},"modified":"2020-03-15T17:55:31","modified_gmt":"2020-03-15T09:55:31","slug":"%e9%ab%98%e7%ba%a7%e6%95%b0%e6%8d%ae%e7%bb%93%e6%9e%84-week-3-note","status":"publish","type":"post","link":"http:\/\/www.magicmipamipa.com\/?p=1456","title":{"rendered":"[\u9ad8\u7ea7\u6570\u636e\u7ed3\u6784] Week 3 Note"},"content":{"rendered":"<h2 id=\"mcetoc_1e3c2r89a0\"><span>Inverted File Index<\/span><\/h2>\n<p>\u3010\u5012\u6392\u6587\u4ef6\u7d22\u5f15\u3011<\/p>\n<hr \/>\n<h2 id=\"mcetoc_1e3c2u8u81\">Term-Document Incidence Matrix<\/h2>\n<p>\u3010\u672f\u8bed\u6587\u6863\u5173\u8054\u77e9\u9635\u3011<\/p>\n<p>\u7528\u9ad8\u7ef4\u5411\u91cf\u8fdb\u884c\u8868\u5f81\uff0c\u7528\u4ee5\u5b58\u50a8\u6587\u672c\u5206\u6790\u3002<\/p>\n<p><img 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\" \/><\/p>\n<p>\u53ea\u9700\u8981\u68c0\u7d22\u5173\u952e\u5b57\uff0c\u53ea\u9700\u8981\u4e8c\u4f4d\u4e0e\u64cd\u4f5c\u5c31\u53ef\u4ee5\u5f97\u51fasilver&amp;truck\u3002 1010&amp;1010 = 1010 \u7b2c\u4e00\u7bc7\u3001\u7b2c\u4e09\u7bc7\u6587\u7ae0\u6709 silver truck\u3002<\/p>\n<ul>\n<li>\u589e\u52a0\u8bcd\u9891\u4f5c\u4e3a\u8ba1\u6570\u53c2\u8003\u3002<\/li>\n<li>\u5220\u53bb\u5e38\u7528\u8bcd\u5b58\u50a8\uff0c\u5173\u6ce8\u7f55\u89c1\u8bcd\u6c47\u3002<\/li>\n<li>TF\/DF \u6587\u6863\u4e2d\u7684\u9891\u7387\/\u603b\u6587\u6863\u7684\u9891\u7387\uff08\u7684\u5bf9\u6570\uff09\uff0c\u4f53\u73b0\u51fa\u6587\u6863\u7684\u5173\u8054\u6027\u3002<\/li>\n<\/ul>\n<h3 id=\"mcetoc_1e3coo6bg8\"><\/h3>\n<h3 id=\"mcetoc_1e3c37eco2\"><span>Compact Version &#8211; Inverted File Index<\/span><\/h3>\n<p>\u3010\u5012\u6392\u7d22\u5f15\u3011<\/p>\n<div class=\"trans-left\">\n<div class=\"trans-input-wrap\">\n<div class=\"input-wrap\" dir=\"ltr\">\n<blockquote>\n<div class=\"textarea-wrap without-textarea-bg\">\u7d22\u5f15\u662f\u4e00\u79cd\u5728\u6587\u672c\u4e2d\u5b9a\u4f4d\u7ed9\u5b9a\u672f\u8bed\u7684\u673a\u5236\u3002\u5012\u6392\u6587\u4ef6\u7d22\u5f15\u5305\u542b\u6307\u5411\u8be5\u672f\u8bed\u5728\u6587\u672c\u4e2d\u6240\u6709\u51fa\u73b0\u4f4d\u7f6e\u7684\u6307\u9488\u5217\u8868\uff08\u4f8b\u5982\uff0c\u9875\u6570\uff09\u3002<\/div>\n<\/blockquote>\n<div><img 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\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\" \/><\/div>\n<div>\u4e0d\u6309\u6587\u7ae0\u5b58\u50a8\u5173\u952e\u5b57\uff0c\u800c\u6309\u5173\u952e\u5b50\u5b58\u50a8\u6587\u7ae0\u5185\u5173\u952e\u5b57\u6240\u5728\u7684\u6307\u9488\u3002<\/div>\n<div><span style=\"color: #ff99cc; background-color: #ffff99;\">Term Dictionary\u00a0<\/span>\u8bcd\u6c47\u8868<\/div>\n<div><span style=\"background-color: #ffff99; color: #ff99cc;\">Postinng List\u00a0<\/span>\u6587\u672c\u53ca\u5728\u6587\u672c\u51fa\u73b0\u7684\u4f4d\u7f6e<\/div>\n<div><\/div>\n<div>\u4f2a\u4ee3\u7801\uff1a<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\">while ( read a document D ) {\r\n    while ( read a term T in D ) {\r\n        if ( Find( Dictionary, T ) == false )\r\n            Insert( Dictionary, T );\r\n        Get T\u2019s posting list;\r\n        Insert a node to T\u2019s posting list;\r\n    }\r\n}\r\nWrite the inverted index to disk;\r\n<\/pre>\n<ul>\n<li>Token Analyzer \u5206\u8bcd<\/li>\n<li>Stop Filter \u505c\u7528\u8bcd\u8fc7\u6ee4<\/li>\n<li>Vocabulary Scanner<\/li>\n<li>Vocabulary Insertor<\/li>\n<li>Write the inverted index to disk &#8211; Memory management<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<\/div>\n<h4 id=\"mcetoc_1e3c7dt1j5\">\u5b58\u8bcd<\/h4>\n<ul>\n<li>Word Streamming\n<ul>\n<li>\u82f1\u8bed\u4e00\u4e2a\u8bcd\u8bed\u6709\u4e0d\u540c\u7684\u5f62\u5f0f\uff0c\u5982\u4f55\u5b58\u50a8\uff1f<\/li>\n<li>\u5c06\u591a\u4e2a\u5f62\u5f0f\u6620\u5c04\u5230\u540c\u4e00\u4e2a\u8bcd<\/li>\n<\/ul>\n<\/li>\n<li>Stop Words\n<ul>\n<li>\u4e0d\u4ee3\u8868\u660e\u786e\u7684\u610f\u601d<\/li>\n<li>\u6ca1\u6709\u6587\u672c\u533a\u5206\u80fd\u529b<\/li>\n<li>eg: it\u3001the\u3001a<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<div class=\"trans-input-wrap\">\n<div class=\"input-wrap\" dir=\"ltr\">\n<div><\/div>\n<h4>\u641c\u7d22\u00a0Search trees &amp; Hashing<\/h4>\n<ul>\n<li>\u7b2c\u4e00\uff0c\u6563\u5217\u8868\u4e2d\u7684\u6570\u636e\u662f\u65e0\u5e8f\u5b58\u50a8\u7684\uff0c\u5982\u679c\u8981\u8f93\u51fa\u6709\u5e8f\u7684\u6570\u636e\uff0c\u9700\u8981\u5148\u8fdb\u884c\u6392\u5e8f\u3002\u800c\u5bf9\u4e8e\u4e8c\u53c9\u67e5\u627e\u6811\u6765\u8bf4\uff0c\u6211\u4eec\u53ea\u9700\u8981\u4e2d\u5e8f\u904d\u5386\uff0c\u5c31\u53ef\u4ee5\u5728\u00a0O(n)\u00a0\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u5185\uff0c\u8f93\u51fa\u6709\u5e8f\u7684\u6570\u636e\u5e8f\u5217\u3002<\/li>\n<li>\u7b2c\u4e8c\uff0c\u6563\u5217\u8868\u6269\u5bb9\u8017\u65f6\u5f88\u591a\uff0c\u800c\u4e14\u5f53\u9047\u5230\u6563\u5217\u51b2\u7a81\u65f6\uff0c\u6027\u80fd\u4e0d\u7a33\u5b9a\uff0c\u5c3d\u7ba1\u4e8c\u53c9\u67e5\u627e\u6811\u7684\u6027\u80fd\u4e0d\u7a33\u5b9a\uff0c\u4f46\u662f\u5728\u5de5\u7a0b\u4e2d\uff0c\u6211\u4eec\u6700\u5e38\u7528\u7684\u5e73\u8861\u4e8c\u53c9\u67e5\u627e\u6811\u7684\u6027\u80fd\u975e\u5e38\u7a33\u5b9a\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u7a33\u5b9a\u5728\u00a0O(logn)\u3002<\/li>\n<li>\u7b2c\u4e09\uff0c\u7b3c\u7edf\u5730\u6765\u8bf4\uff0c\u5c3d\u7ba1\u6563\u5217\u8868\u7684\u67e5\u627e\u7b49\u64cd\u4f5c\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u662f\u5e38\u91cf\u7ea7\u7684\uff0c\u4f46\u56e0\u4e3a\u54c8\u5e0c\u51b2\u7a81\u7684\u5b58\u5728\uff0c\u8fd9\u4e2a\u5e38\u91cf\u4e0d\u4e00\u5b9a\u6bd4\u00a0logn\u00a0\u5c0f\uff0c\u6240\u4ee5\u5b9e\u9645\u7684\u67e5\u627e\u901f\u5ea6\u53ef\u80fd\u4e0d\u4e00\u5b9a\u6bd4\u00a0O(logn)\u00a0\u5feb\u3002\u52a0\u4e0a\u54c8\u5e0c\u51fd\u6570\u7684\u8017\u65f6\uff0c\u4e5f\u4e0d\u4e00\u5b9a\u5c31\u6bd4\u5e73\u8861\u4e8c\u53c9\u67e5\u627e\u6811\u7684\u6548\u7387\u9ad8\u3002<\/li>\n<li>\u7b2c\u56db\uff0c\u6563\u5217\u8868\u7684\u6784\u9020\u6bd4\u4e8c\u53c9\u67e5\u627e\u6811\u8981\u590d\u6742\uff0c\u9700\u8981\u8003\u8651\u7684\u4e1c\u897f\u5f88\u591a\u3002\u6bd4\u5982\u6563\u5217\u51fd\u6570\u7684\u8bbe\u8ba1\u3001\u51b2\u7a81\u89e3\u51b3\u529e\u6cd5\u3001\u6269\u5bb9\u3001\u7f29\u5bb9\u7b49\u3002\u5e73\u8861\u4e8c\u53c9\u67e5\u627e\u6811\u53ea\u9700\u8981\u8003\u8651\u5e73\u8861\u6027\u8fd9\u4e00\u4e2a\u95ee\u9898\uff0c\u800c\u4e14\u8fd9\u4e2a\u95ee\u9898\u7684\u89e3\u51b3\u65b9\u6848\u6bd4\u8f83\u6210\u719f\u3001\u56fa\u5b9a\u3002<\/li>\n<li>\u6700\u540e\uff0c\u4e3a\u4e86\u907f\u514d\u8fc7\u591a\u7684\u6563\u5217\u51b2\u7a81\uff0c\u6563\u5217\u8868\u88c5\u8f7d\u56e0\u5b50\u4e0d\u80fd\u592a\u5927\uff0c\u7279\u522b\u662f\u57fa\u4e8e\u5f00\u653e\u5bfb\u5740\u6cd5\u89e3\u51b3\u51b2\u7a81\u7684\u6563\u5217\u8868\uff0c\u4e0d\u7136\u4f1a\u6d6a\u8d39\u4e00\u5b9a\u7684\u5b58\u50a8\u7a7a\u95f4\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4>\u5185\u5b58\u7ba1\u7406<\/h4>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\">BlockCnt = 0; \r\nwhile ( read a document D ) {\r\n  while ( read a term T in D ) {\r\n    if ( out of memory ) {\r\n      Write BlockIndex[BlockCnt] to disk;\r\n      BlockCnt ++;\r\n      FreeMemory;\r\n    }\r\n    if ( Find( Dictionary, T ) == false )\r\n      Insert( Dictionary, T );\r\n    Get T\u2019s posting list;\r\n    Insert a node to T\u2019s posting list;\r\n  }\r\n}<\/pre>\n<p>\u5148\u6392\u597d\u5e8f\uff0c\u518d\u63d2\u5165\u8fdb\u53bb\u3002<\/p>\n<blockquote><p>Q:\u64cd\u4f5c\u7cfb\u7edf\u5c31\u4f1a\u6709\u5185\u5b58\u7ba1\u7406\uff0c\u4e3a\u4ec0\u4e48\u8981\u5728\u5012\u6392\u7d22\u5f15\u4e2d\u518d\u505a\u4e00\u6b21\uff1f<\/p>\n<p>A:\u64cd\u4f5c\u7cfb\u7edf\u53ea\u80fd\u770b\u5230\u5927\u81f4\u4fe1\u606f\uff0c\u4f46\u662f\u5e94\u7528\u53ef\u4ee5\u6839\u636e\u4fe1\u606f\u76f8\u5173\u8bed\u4e49\u3001\u8bcd\u6c47\u9891\u7387\u6765\u4f18\u5316\u3002<\/p><\/blockquote>\n<h4><\/h4>\n<h4>\u5206\u914d\u5b58\u50a8<\/h4>\n<ul>\n<li>Solution 1 : \u6309\u8bcd\u5b57<\/li>\n<li>Solution 2 : \u6309\u6587\u7ae0<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<h4>\u52a8\u6001\u7d22\u5f15<\/h4>\n<ul>\n<li>\u6587\u6863\u589e\u52a0\n<ul>\n<li>auxiliary index \u8f85\u52a9\u7d22\u5f15-&gt; \u5f52\u5e76\u7d22\u5f15<\/li>\n<\/ul>\n<\/li>\n<li>\u6587\u6863\u5220\u9664\n<ul>\n<li>Lazy deletion<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4>\u538b\u7f29 Compression<\/h4>\n<p>\u5bf9 Posting List \u538b\u7f29\u3002<\/p>\n<ul>\n<li>\u5b58\u50a8\u5dee\u5206\u6587\u672c\u53f7\uff0c\u5b58\u76f8\u5bf9\u503c\u800c\u4e0d\u662f\u7edd\u5bf9\u503c\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<div class=\"trans-left\">\n<div class=\"trans-input-wrap\">\n<div class=\"input-wrap\" dir=\"ltr\">\n<div class=\"input-operate\"><a href=\"https:\/\/fanyi.baidu.com\/?aldtype=85###\" class=\"operate-btn op-sound data-hover-tip\" data-hover-tip-text=\"\u53d1\u97f3\"><span class=\"icon-sound\"><\/span><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"trans-right\">\n<div class=\"output-wrap\">\n<div class=\"output-mod ordinary-wrap\">\n<div class=\"output-bd\" dir=\"ltr\">\n<h4 class=\"ordinary-output target-output clearfix\"><span class=\"\">\u9608\u503c\u5316\u00a0<\/span>Thresholding<\/h4>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u6309\u67e5\u8be2\u9879\u7684\u9891\u7387\u5347\u5e8f\u6392\u5e8f\uff1b\u4ec5\u6309\u539f\u59cb\u67e5\u8be2\u9879\u7684\u67d0\u4e2a\u767e\u5206\u6bd4\u8fdb\u884c\u641c\u7d22\u3002<\/p>\n<p><img src=\"data:image\/png;base64,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\" \/><\/p>\n<p>\u4f18\u5148\u641c\u7d22\u8fc7\u6ee4\u5f3a\u7684\u5173\u952e\u8bcd\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3 id=\"mcetoc_1e3ept09r0\">Data Retrieval Performance Evaluation<\/h3>\n<ul>\n<li>Response time<\/li>\n<li>Index space<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 id=\"mcetoc_1e3elvjld0\">Information Retriveval Performance<\/h3>\n<p>&gt; How relevant is the answer set?<\/p>\n<p><span style=\"color: #ff99cc; background-color: #ffff99;\">Relevance \u76f8\u5173\u6027<\/span><\/p>\n<p><span style=\"color: #ff99cc; background-color: #ffff99;\">Retriveval \u68c0\u7d22\u7684<\/span><\/p>\n<p><img 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\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\" \/><\/p>\n<p><span style=\"color: #ff99cc; background-color: #ffff99;\">Precision \u7cbe\u786e\u5ea6<\/span><\/p>\n<p><span style=\"color: #ff99cc; background-color: #ffff99;\">Recall \u53ec\u56de\u7387<\/span><\/p>\n<p><img src=\"data:image\/png;base64,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