{"id":6042,"date":"2011-06-23T06:00:17","date_gmt":"2011-06-22T21:00:17","guid":{"rendered":"http:\/\/www.suzukikenichi.com\/blog\/?p=6042"},"modified":"2012-12-03T05:59:04","modified_gmt":"2012-12-02T20:59:04","slug":"googles-semantic-processing-is-getting-very-savvy","status":"publish","type":"post","link":"https:\/\/www.suzukikenichi.com\/blog\/googles-semantic-processing-is-getting-very-savvy\/","title":{"rendered":"Google\u306e\u610f\u5473\u89e3\u6790\u80fd\u529b\u306e\u5411\u4e0a\u306b\u3088\u3063\u3066\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u80fd\u529b\u304c\u307e\u3059\u307e\u3059\u91cd\u8981\u306b\u306a\u308b"},"content":{"rendered":"<p>\u8a00\u8449\u3060\u3051\u3092\u5358\u306b\u8a8d\u8b58\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u305d\u306e\u8a00\u8a9e\u304c\u8868\u3059\u300c\u610f\u5473\u300d\u3092\u7406\u89e3\u3059\u308b\u3001Google\u306e\u8a00\u8a9e\u89e3\u6790\u80fd\u529b\u304c\u5e74\u3005\u5411\u4e0a\u3057\u3066\u3044\u308b\u306e\u306f\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p class=\"p40-b\">\u5c02\u9580\u7528\u8a9e\u3067\u8a00\u3046\u3068\u3053\u308d\u306e\u201cSmantic\u201d(\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af)\u3067\u3001\u3053\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u3092\u51e6\u7406\u3059\u308b\u529b\u304c\u7279\u306b\u6700\u8fd1\u98db\u8e8d\u7684\u306b\u4f38\u3073\u3066\u304d\u3066\u3044\u308b\u3053\u3068\u3092\u3001<a href=\"http:\/\/www.webmasterworld.com\/google\/4327671.htm\">WebmasterWorld<\/a>\u306e\u7ba1\u7406\u8005\u304c\u6b21\u306e\u3088\u3046\u306a\u73fe\u8c61\u306b\u3088\u3063\u3066\u78ba\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\uff08\u30ad\u30fc\u30d5\u30ec\u30fc\u30ba\uff09\u306b\u5165\u3063\u3066\u3044\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u540c\u610f\u8a9e\u3057\u304b\u306a\u3044\u30da\u30fc\u30b8\u304c\u975e\u5e38\u306b\u4e0a\u4f4d\u306b\u8868\u793a\u3055\u308c\u308b\u3002<\/li>\n<li>\u691c\u7d22\u7d50\u679c\u306e\u30da\u30fc\u30b8\u30bf\u30a4\u30c8\u30eb\u304c\u3001\u3082\u3068\u3082\u3068\u306etitle\u30bf\u30b0\u3067\u306f\u306a\u304f\u3001\u95a2\u9023\u3059\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u66f8\u304d\u63db\u3048\u3089\u308c\u308b\u3002<\/li>\n<li>\u95a2\u9023\u7528\u8a9e\u3068\u3057\u3066\u3001\u691c\u7d22\u30dc\u30c3\u30af\u30b9\u306b\u5165\u529b\u3057\u305f\u5358\u8a9e\u306b\u5358\u7d14\u306b\u57fa\u3065\u304f\u3068\u3044\u3046\u3088\u308a\u3082\u610f\u5473\u7684\u306b\u540c\u3058\u8a00\u8449\u3092\u542b\u3080\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u63d0\u793a\u3055\u308c\u308b\u3002<\/li>\n<\/ul>\n<p class=\"p40-t\">\n\u4e0a\u306e\u73fe\u8c61\u3092\u30011\u3064\u306e\u5358\u8a9e\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u306e\u5358\u8a9e\u304b\u3089\u306a\u308b\u30d5\u30ec\u30fc\u30ba\uff08\u53e5\uff09\u3067\u3082\u78ba\u8a8d\u3057\u3066\u3044\u308b\u305d\u3046\u3067\u3059\u3002<\/p>\n<p class=\"p40-b\">\n\u3053\u308c\u306b\u3088\u308a\u6b21\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u4e88\u60f3\u3067\u304d\u308b\u3068\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u4e88\u671f\u3057\u3066\u3044\u306a\u3044\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u5897\u3048\u308b\u3002<\/li>\n<li>\u691c\u7d22\u30dc\u30ea\u30e5\u30fc\u30e0\u304c\u3001AdWords\u30ad\u30fc\u30ef\u30fc\u30c9\u30c4\u30fc\u30eb\u3067\u8868\u793a\u3055\u308c\u308b\u3082\u306e\u3068\u5927\u304d\u304f\u7570\u306a\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u306a\u305c\u306a\u3089\u610f\u5473\u7684\u306b\u540c\u3058\u95a2\u9023\u7528\u8a9e\u3084\u3001\u3042\u308b\u3044\u306f\u30a4\u30f3\u30b9\u30bf\u30f3\u30c8\u691c\u7d22\u307e\u3067\u3082\u304c\u5143\u3005\u306e\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u5857\u308a\u66ff\u3048\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308b\u3060\u308d\u3046\u304b\u3089\u3002<\/li>\n<li>\u3053\u306e\u3088\u3046\u306a\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u306a\u77e5\u529b\u306f\u691c\u7d22\u8005\u306e\u610f\u56f3\u306e\u66d6\u6627\u3055\u3092\u89e3\u6c7a\u3057\u3001\u7d50\u679c\u3068\u3057\u3066\u3001\u305f\u3068\u3048\u6570\u5b57\u304c\u4e0b\u304c\u3063\u305f\u3068\u3057\u3066\u3082\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u308a\u8fbc\u3093\u3060\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u547c\u3076\u3060\u308d\u3046\u3002<\/li>\n<\/ul>\n<p class=\"p40-t\">\u4ed6\u306e\u30e1\u30f3\u30d0\u30fc\u3082\u3001\u591a\u304f\u304c\u3053\u306e\u767a\u898b\u3068\u5206\u6790\u306b\u540c\u610f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u300c\u82f1\u8a9e\u306e\u8a71\u3067\u3057\u3087\u300d\u3068\u7247\u4ed8\u3051\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002<\/p>\n<p>\u30da\u30fc\u30b8\u30bf\u30a4\u30c8\u30eb\u304c\u66f8\u304d\u63db\u3048\u3089\u308c\u308b\u691c\u7d22\u7d50\u679c\u306f\u534a\u5e74\u307b\u3069\u524d\u304b\u3089\u65e5\u672c\u3067\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\n\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u5fc5\u305a\u3057\u3082\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u30da\u30fc\u30b8\u304c\u4e0a\u4f4d\u306b\u51fa\u3066\u304d\u3066\u3044\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308b\u3088\u3046\u3067\u3059\u3002<br \/>\n\u95a2\u9023\u7528\u8a9e\u306b\u306f\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u7528\u8a9e\u3082\u63d0\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u65e5\u672c\u8a9e\u306b\u304a\u3044\u3066\u3082\u540c\u610f\u8a9e\u3092\u7406\u89e3\u3059\u308b\u529b\u304c\u3044\u3063\u305d\u3046\u6539\u5584\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u3001Google\u306e\u516c\u5f0f\u30d6\u30ed\u30b0\u3082\u4f1d\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\n<a href=\"http:\/\/googlejapan.blogspot.com\/2011\/05\/google.html\">Google Japan Blog: \u7570\u306a\u308b\u300c\u3057\u3087\u3046\u3076\u300d \u3092\u898b\u5206\u3051\u308bGoogle \u306e\u540c\u7fa9\u8a9e\u30b7\u30b9\u30c6\u30e0<\/a><\/p>\n<p class=\"p40-t red\">\u203b\u3053\u306e\u5f8c\u306f\u3084\u3084\u3053\u3057\u3044\u8a71\u3067\u77e5\u3089\u306a\u304f\u3066\u3082\u307e\u3063\u305f\u304f\u554f\u984c\u306a\u3044\u306e\u3067\u3001\u300c\u9577\u3044\u8a18\u4e8b\u306f\u8aad\u307f\u305f\u304f\u306a\u3044\u300d\u3068\u3044\u3046\u4eba\u306f\u6700\u5f8c\u306e\u300c\u307e\u3068\u3081\u300d\u307e\u3067\u30b9\u30ad\u30c3\u30d7\u3057\u3066OK\u3067\u3059\u3002<\/p>\n<p>Google\u306f1\u3064\u306e\u5358\u8a9e\u3060\u3051\u3092\u898b\u3066\u610f\u5473\u3092\u7406\u89e3\u3059\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001<a href=\"http:\/\/googlejapan.blogspot.com\/2007\/11\/n-gram.html\">N-gram\u8a00\u8a9e\u30e2\u30c7\u30eb<\/a>\u3084<strong>\u30d5\u30ec\u30fc\u30ba\u30a4\u30f3\u30c7\u30c3\u30af\u30b9 (Phrase-Based Indexing) <\/strong>\u3068\u3044\u3063\u3066\u3001\u3088\u304f\u7d50\u3073\u4ed8\u3044\u3066\u4f7f\u308f\u308c\u308b\u8a00\u8449\u3084\u8907\u6570\u306e\u5358\u8a9e\u304c\u307e\u3068\u307e\u3063\u3066\u610f\u5473\u3092\u6210\u3059\u53e5\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u51e6\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30d5\u30ec\u30fc\u30ba\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306b\u95a2\u3059\u308b\u7279\u8a31\u3092Google\u306f\u3044\u304f\u3064\u3082\u51fa\u9858\u30fb\u53d6\u5f97\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>Soviet troops pulled out of Afghanistan.<\/li>\n<li>Soviet troops withdrew from Afghanistan.<\/li>\n<\/ul>\n<p>\u4e0a\u306e\u82f1\u6587\u3092\u65e5\u672c\u8a9e\u306b\u8a33\u3059\u3068\u6b21\u306e\u3088\u3046\u306a\u611f\u3058\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30bd\u30d3\u30a8\u30c8\u8ecd\u306f\u30a2\u30d5\u30ac\u30cb\u30b9\u30bf\u30f3\u304b\u3089\u5f15\u304d\u4e0a\u3052\u305f\u3002<\/li>\n<li>\u30bd\u30d3\u30a8\u30c8\u8ecd\u306f\u30a2\u30d5\u30ac\u30cb\u30b9\u30bf\u30f3\u304b\u3089\u64a4\u9000\u3057\u305f\u3002<\/li>\n<\/ul>\n<p>\u201cpulled out of\u201d\u3068\u201cwithdrew from\u201d\u306f\u3001\u65e5\u672c\u8a9e\u8a33\u3067\u306f\u308f\u3056\u3068\u5206\u304b\u308a\u3084\u3059\u304f\u5909\u3048\u307e\u3057\u305f\u304c\u3001\u3068\u3082\u306b\u300c\u301c\u304b\u3089\u64a4\u9000\u3059\u308b\u30fb\u9000\u5374\u3059\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e2\u3064\u306e\u30d5\u30ec\u30fc\u30ba\u304c\u6301\u3064\u610f\u5473\u3001\u305d\u3057\u3066\u305d\u308c\u305e\u308c\u304c\u540c\u3058\u610f\u5473\u3092\u6301\u3064\u3053\u3068\u3092\u7406\u89e3\u3059\u308b\u30d5\u30ec\u30fc\u30ba\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u4ed5\u7d44\u307f\u306e<a href=\"http:\/\/patft.uspto.gov\/netacgi\/nph-Parser?Sect1=PTO2&#038;Sect2=HITOFF&#038;u=%2Fnetahtml%2FPTO%2Fsearch-adv.htm&#038;r=1&#038;p=1&#038;f=G&#038;l=50&#038;d=PTXT&#038;S1=7,937,396.PN.&#038;OS=pn\/7,937,396&#038;RS=PN\/7,937,396\" rel=\"nofollow\">\u7279\u8a31\u3092Google\u306f\u5148\u65e5\u51fa\u9858<\/a>\u3057\u307e\u3057\u305f\u3002<br \/>\n\u203b\u53c2\u8003\uff1a<a href=\"http:\/\/www.seobythesea.com\/?p=5483\">Google&apos;s Paraphrase-Based Indexing, Part 1<\/a>\u3001<a href=\"http:\/\/www.seobythesea.com\/?p=5494\">Google&apos;s Paraphrase-Based Indexing, Part 2<\/a><\/p>\n<p>1\u500b\u3068\u306a\u308a\u306b\u3042\u308b\u5358\u8a9e\u30012\u500b\u3068\u306a\u308a\u306b\u3042\u308b\u5358\u8a9e\u30013\u500b\u3068\u306a\u308a\u306b\u3042\u308b\u5358\u8a9e\u2026\u3001N\u500b\u3068\u306a\u308a\u306b\u3042\u308b\u5358\u8a9e\u3068\u3044\u3063\u3066\u3069\u3093\u306a\u5358\u8a9e\u304c\u5171\u306b\u4f7f\u308f\u308c\u308b\u306e\u304b\u3068\u3044\u3046N-gram\u3082\u3053\u3053\u3067\u306f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p class=\"p60-b\">\u65e5\u672c\u306eGoogle\u304c\u300c\u3057\u3087\u3046\u3076\u300d\u3092\u898b\u5206\u3051\u308b\u306e\u306b\u3082\u3001\u304d\u3063\u3068\u30d5\u30ec\u30fc\u30ba\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff08\u306b\u76f8\u5f53\u3059\u308b\u4ed5\u7d44\u307f\uff1f\uff09\u3084N-gram\u306e\u30c7\u30fc\u30bf\u304c\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<h2>\u3053\u306e\u30a8\u30f3\u30c8\u30ea\u3067\u8a00\u3044\u305f\u304b\u3063\u305f\u3053\u3068 \u307e\u3068\u3081<\/h2>\n<p>\u521d\u3081\u306b\u7d39\u4ecb\u3057\u305fWebmasterWorld\u306e\u30b9\u30ec\u30c3\u30c9\u306e\u304d\u3063\u304b\u3051\u3068\u306a\u3063\u305f<a href=\"http:\/\/www.webmasterworld.com\/google\/4327143.htm\">\u5225\u306e\u30b9\u30ec\u30c3\u30c9<\/a>\u3067\u30d5\u30a9\u30fc\u30e9\u30e0\u7ba1\u7406\u8005\u306f\u6b21\u306e\u3088\u3046\u306b\u8a00\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>\u5171\u8d77\u3084\u30d5\u30ec\u30fc\u30ba\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u3082\u3046\u4e00\u5ea6\u898b\u76f4\u3059\u3079\u304d\u6642\u3060\u3068\u601d\u3046\u3002\u307e\u305f\u300c1\u30d5\u30ec\u30fc\u30ba\u306b\u3064\u304d1\u30da\u30fc\u30b8\u300d\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u64a4\u56de\u3059\u308b\u3079\u304d\u6642\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u300c1\u30d5\u30ec\u30fc\u30ba\u306b\u3064\u304d1\u30da\u30fc\u30b8\u300d\u304c\u307e\u3082\u306a\u304f\uff08\u3042\u308b\u3044\u306f\u3059\u3067\u306b\uff09\u3001\u3044\u304f\u3089\u304b\u9806\u4f4d\u3092\u4e0b\u3052\u308b\u5bfe\u8c61\u306b\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u307e\u3067\u8003\u3048\u3066\u3044\u308b\u3002\u305d\u308c\u3063\u3066eHow\u3063\u307d\u3044\u5302\u3044\u304c\u3057\u306a\u3044\u304b\u3044\uff1f<\/p><\/blockquote>\n<p>\u300c1\u30da\u30fc\u30b81\u30ad\u30fc\u30ef\u30fc\u30c9\u300d\u3068\u3044\u3046\u306e\u306f\u65e5\u672c\u3067\u3082\u3088\u304f\u8a00\u308f\u308c\u308bSEO\u3067\u3059\uff08\u65e5\u672c\u8a9e\u3067\u306f\u8907\u6570\u306e\u5358\u8a9e\u3067\u3082\u300c\u30ad\u30fc\u30ef\u30fc\u30c9\u300d\u3068\u8a00\u3044\u307e\u3059\u304c\u3001\u610f\u5473\u7684\u306b\u306f\u8907\u6570\u8a9e\u3092\u8868\u3059\u300c\u30d5\u30ec\u30fc\u30ba\u300d\u3082\u542b\u307f\u307e\u3059\uff09\u3002<\/p>\n<p>\u4eca\u5f8c\u306f\u305d\u3046\u3067\u306f\u306a\u304f\u3001\u300c1\u30da\u30fc\u30b81\u30c6\u30fc\u30de\u300d\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u66f8\u3051\u3068\u3044\u3046\u3053\u3068\u3060\u3068\u601d\u3044\u307e\u3059\u3002<br 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