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過(guò)去一年，搜索引擎，或者擴(kuò)大至互聯(lián)網(wǎng)行業(yè)，最熱門的話題無(wú)疑是人工智能。過(guò)去10幾年，SEO技術(shù)和方法其實(shí)沒(méi)什么大變化，這些年來(lái)我第一次覺(jué)得，不久的將來(lái)，SEO將被人工智能徹底改變。上篇關(guān)于用戶訪問(wèn)數(shù)據(jù)是否影響排名的帖子里提到，到目前為止，搜索引擎工程師多次否認(rèn)排名算法中使用了他們自己的網(wǎng)站流量統(tǒng)計(jì)數(shù)據(jù)。可能的原因包括：噪聲太大，太容易作弊?？纯匆郧白鳇c(diǎn)擊器，現(xiàn)在做百度快排的有多少，就知道作弊的市場(chǎng)

Public @ 2011-03-17 16:14:21

以人工智能為基礎(chǔ)的搜索算法是什么樣的？

三年前，Googled的AlphaGo橫空出世時(shí)，我寫(xiě)了《AlphaGo、深度學(xué)習(xí)及SEO》這篇帖子，在那之后，我一直非常關(guān)注人工智能與搜索算法的進(jìn)展。人工智能與搜索算法我不知道搜索算法什么時(shí)候會(huì)大規(guī)模以AI為基礎(chǔ)，也不知道目前AI技術(shù)在搜索算法中應(yīng)用到了什么程度。由于目前人工智能技術(shù)的不可解釋性，搜索引擎以AI作為算法基礎(chǔ)會(huì)是非常謹(jǐn)慎的，不然很不容易debug。不過(guò)算法中的一些模塊應(yīng)用AI是肯定

Public @ 2009-11-20 16:14:26

基本文件流程錯(cuò)誤 SQL 調(diào)試

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[ DB ] CONNECT:[ UseTime:0.023401s ] mysql:dbname=briline.net;host=106.14.77.182;port=3306;charset=utf8
[ SQL ] SHOW COLUMNS FROM `ob_article` [ RunTime:0.016602s ]
[ SQL ] SELECT COUNT(*) AS tp_count FROM `ob_article` WHERE `category_id` = 12 AND `tags` = '威海人工智能' AND `status` <> -1 LIMIT 1 [ RunTime:0.023217s ]
[ EXPLAIN : array ( 'id' => 1, 'select_type' => 'SIMPLE', 'table' => 'ob_article', 'type' => 'ALL', 'possible_keys' => NULL, 'key' => NULL, 'key_len' => NULL, 'ref' => NULL, 'rows' => 9562, 'extra' => 'Using where', ) ]
[ SQL ] SELECT * FROM `ob_article` WHERE `category_id` = 12 AND `tags` = '威海人工智能' AND `status` <> -1 ORDER BY create_time desc LIMIT 10,10 [ RunTime:0.033297s ]
[ EXPLAIN : array ( 'id' => 1, 'select_type' => 'SIMPLE', 'table' => 'ob_article', 'type' => 'ALL', 'possible_keys' => NULL, 'key' => NULL, 'key_len' => NULL, 'ref' => NULL, 'rows' => 9562, 'extra' => 'Using where; Using filesort', ) ]
[ SQL ] select * from `ob_article_tongji` where category_id=12 and mark_type='cate' order by times desc limit 15 [ RunTime:0.016194s ]
[ EXPLAIN : array ( 'id' => 1, 'select_type' => 'SIMPLE', 'table' => 'ob_article_tongji', 'type' => 'ALL', 'possible_keys' => NULL, 'key' => NULL, 'key_len' => NULL, 'ref' => NULL, 'rows' => 608, 'extra' => 'Using where; Using filesort', ) ]
[ SQL ] select * from `ob_article_tongji` where category_id=12 and mark_type='tags' order by times desc limit 100 [ RunTime:0.016549s ]
[ EXPLAIN : array ( 'id' => 1, 'select_type' => 'SIMPLE', 'table' => 'ob_article_tongji', 'type' => 'ALL', 'possible_keys' => NULL, 'key' => NULL, 'key_len' => NULL, 'ref' => NULL, 'rows' => 608, 'extra' => 'Using where; Using filesort', ) ]
[ SQL ] select * from `ob_article_tongji` where category_id=12 and mark_type='tags' order by rand() limit 30 [ RunTime:0.016703s ]
[ EXPLAIN : array ( 'id' => 1, 'select_type' => 'SIMPLE', 'table' => 'ob_article_tongji', 'type' => 'ALL', 'possible_keys' => NULL, 'key' => NULL, 'key_len' => NULL, 'ref' => NULL, 'rows' => 608, 'extra' => 'Using where; Using temporary; Using filesort', ) ]

0.254708s

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人工智能將徹底改變SEO

以人工智能為基礎(chǔ)的搜索算法是什么樣的？