{"id":54898,"date":"2017-10-26T10:00:59","date_gmt":"2017-10-26T01:00:59","guid":{"rendered":"https:\/\/codeiq.jp\/magazine\/?p=54898"},"modified":"2018-10-15T22:46:24","modified_gmt":"2018-10-15T13:46:24","slug":"20171026_t21_iq","status":"publish","type":"post","link":"https:\/\/next.rikunabi.com\/journal\/20171026_t21_iq\/","title":{"rendered":"\u30a2\u30c9\u30c6\u30af\u306f\u65b0\u3057\u3044\u6280\u8853\u306e\u5b9d\u5eab!?\u2500\u2500\u30e8\u30c3\u30d4\u30fc\u3055\u3093\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u5e83\u544a\u306e\u672a\u6765\u3001\u9762\u767d\u3055\u3092\u63a2\u308b"},"content":{"rendered":"

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\"\"<\/p>\n

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\"\"
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\"\"<\/p>\n

\"\"
\n\u307e\u305a\u30011994\u5e74\u306b\u767b\u5834\u3057\u305f\u306e\u304c\u30d0\u30ca\u30fc\u5e83\u544a<\/strong>\u3067\u3059\u3002\u5f53\u6642\u306f\u8a18\u4e8b\u306b\u95a2\u4fc2\u306e\u306a\u3044\u5e83\u544a\u3082\u591a\u304f\u3001\u30d0\u30ca\u30fc\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u305d\u306e\u30b5\u30a4\u30c8\u306b\u98db\u3076\u3068\u3044\u3046\u3082\u306e\u3002\u7f8e\u8853\u9928\u306e\u5e83\u544a\u306e\u30d0\u30ca\u30fc\u3092\u51fa\u3057\u305f\u3068\u3053\u308d\u30016\u5272\u3050\u3089\u3044\u306e\u4eba\u304c\u30af\u30ea\u30c3\u30af\u3057\u305f\u305d\u3046\u3067\u3059\u3002<\/p>\n

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\"\"
\n1996\u5e74\u306b\u306f\u30b3\u30de\u30fc\u30b9\u5e83\u544a\u304c\u767b\u5834<\/strong>\u3057\u307e\u3059\u3002\u30b3\u30de\u30fc\u30b9\u5e83\u544a\u3067\u306f\u5546\u54c1\u753b\u50cf\u306a\u3069\u3092\u30d6\u30ed\u30b0\u306b\u8cbc\u3063\u3066\u3082\u3089\u3044\u3001\u305d\u308c\u7d4c\u7531\u3067\u8cfc\u5165\u3057\u3066\u304f\u308c\u308b\u3068\u5831\u916c\u304c\u30d6\u30ed\u30ac\u30fc\u306b\u652f\u6255\u308f\u308c\u308b\u3068\u3044\u3046\u3082\u306e\u3002\u3044\u308f\u3086\u308b\u30a2\u30d5\u30a3\u30ea\u30a8\u30a4\u30c8\u5e83\u544a\u306e\u3053\u3068\u3067\u3059\u306d\u3002<\/p>\n

\"\"
\n1998\u5e74\u306b\u306f\u691c\u7d22\u9023\u52d5\u5e83\u544a\u304c\u767b\u5834<\/strong>\u3057\u307e\u3059\u3002\u691c\u7d22\u7d50\u679c\u306e\u4e0a\u4f4d\u306b\u51fa\u308b\u3082\u306e\u306b\u9069\u5408\u3057\u305f\u5e83\u544a\u3092\u51fa\u3059\u3068\u3044\u3046\u3082\u306e\u3002\u3053\u308c\u306f\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u5e83\u544a\u4e3b\u306b\u8cfc\u5165\u3057\u3066\u3082\u3089\u3044\u3001\u5165\u672d\u3057\u3066\u3082\u3089\u3046\u3082\u306e\u3067\u3059\u3002<\/p>\n

\n
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8,568\u901a\u308a\u3001\u3042\u306a\u305f\u306f\u3069\u306e\u30bf\u30a4\u30d7\uff1f<\/p>\n

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\"\"
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\u4e00\u65b9\u5a92\u4f53\u904b\u55b6\u4f1a\u793e\u306f\u3067\u304d\u308b\u3060\u3051\u9ad8\u304f\u5e83\u544a\u67a0\u3092\u58f2\u308a\u3001\u4ed6\u306e\u30b5\u30a4\u30c8\u3088\u308a\u591a\u304f\u306e\u67a0\u306b\u5e83\u544a\u3092\u51fa\u3057\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002\u5e83\u544a\u4e3b\u3068\u5a92\u4f53\u3092\u7e4b\u3044\u3067\u3044\u308b\u306e\u304c\u3001\u30a2\u30c9\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3067\u3059\u3002\u30a2\u30c9\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u4f1a\u793e\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u3068\u3001\u3053\u306e\u30ab\u30aa\u30b9\u30de\u30c3\u30d7\u306e\u3088\u3046\u306a\u30ab\u30aa\u30b9\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\"\"\u51fa\u5178\uff1aJp chaosmap 2014-2015<\/a><\/strong> by Hiroshi Kondo<\/span><\/p>\n

2010\u5e74\u5ea6\u3067\u3082\u3059\u3067\u306b\u591a\u6570\u306e\u4e8b\u696d\u8005\u304c\u5b58\u5728\u3057\u3066\u3044\u308b\u306e\u306b\u30012016\u5e74\u5ea6\u306f\u3055\u3089\u306b\u5897\u3048\u3001\u8907\u96d1\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\"\"\u51fa\u5178\uff1aJp chaosmap 2014-2015<\/a><\/strong> by Hiroshi Kondo<\/span><\/p>\n

\u3053\u3046\u3044\u3046\u72b6\u6cc1\u306e\u4e2d\u3067\u51fa\u3066\u304d\u305f\u6982\u5ff5\u304c\u30a2\u30c9\u30a8\u30af\u30b9\u30c1\u30a7\u30f3\u30b8\u3067\u3059\u3002<\/p>\n

\u30a2\u30c9\u30a8\u30af\u30b9\u30c1\u30a7\u30f3\u30b8\u3068\u306f\u5e83\u544a\u67a0\u3092\u300c\u5165\u672d\u578b\u306e\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u8ab2\u91d1\u300d\u3067\u53d6\u5f15\u3059\u308b\u5e83\u544a\u53d6\u5f15\u306e\u4ed5\u7d44\u307f<\/strong>\u3002\u8a3c\u5238\u53d6\u5f15\u6240\u3068\u8fd1\u3057\u3044\u4ed5\u7d44\u307f\u3067\u3059\u3002\u5e83\u544a\u4e3b\u306fDSP\uff08\u30c7\u30de\u30f3\u30c9\u30b5\u30a4\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff09\u3067\u3001\u914d\u4fe1\u3057\u305f\u3044\u30bf\u30fc\u30b2\u30c3\u30c8\u3084\u4e88\u7b97\u3001\u30d0\u30ca\u30fc\u306a\u3069\u306e\u7d20\u6750\u3092\u4e00\u5143\u7ba1\u7406\u3057\u3001\u81ea\u52d5\u7684\u306b\u5e83\u544a\u914d\u4fe1\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n

\"\"\u51fa\u5178\uff1a\u30a2\u30c8\u3099\u30c6\u30af\u52c9\u5f37\u4f1a\uff20Shoho Kozawa<\/a><\/strong><\/span><\/p>\n

\u4e00\u65b9\u3001\u5a92\u4f53\u5074\u306e\u60c5\u5831\u3092\u4e00\u5143\u7ba1\u7406\u3059\u308b\u306e\u306fSSP\uff08\u30b5\u30d7\u30e9\u30a4\u30b5\u30a4\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff09\u3002DSP\u3068SSP\u3001\u30a2\u30c9\u30a8\u30af\u30b9\u30c1\u30a7\u30f3\u30b8\u3092\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u300c\u50d5\u306e\u5e83\u544a\u67a0\u3092\u8cb7\u3063\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u8907\u6570\u5a92\u4f53\u3068\u300c\u305d\u306e\u67a0\u304c\u6b32\u3057\u3044\u300d\u3068\u3044\u3046\u8907\u6570\u306e\u5e83\u544a\u4e3b\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53d6\u5f15\u3092\u884c\u3046\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306b\u306f\u305f\u304f\u3055\u3093\u6280\u8853\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u304c\u3001\u6700\u3082\u91cd\u8981\u306a\u306e\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d3\u30c3\u30c6\u30a3\u30f3\u30b0\uff08\u5165\u672d\uff09<\/strong>\u3068\u3044\u3046\u6280\u8853\u3067\u3059\u3002<\/p>\n

\"\"
\n\u30cd\u30c3\u30c8\u5e83\u544a\u304c\u8a95\u751f\u3057\u3066\u304b\u308920\u5e74\u3050\u3089\u3044\u3067\u3053\u3053\u307e\u3067\u9032\u3093\u3067\u304d\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u306d\u3002<\/p>\n

\"\"
\n\u4e00\u822c\u7684\u306b\u30d3\u30c3\u30c6\u30a3\u30f3\u30b0\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b\u306e\u304c\u3001\u4e00\u756a\u5165\u672d\u4fa1\u683c\u306e\u9ad8\u3044\u4eba\u304c\u843d\u672d\u3059\u308b\u30d5\u30a1\u30fc\u30b9\u30c8\u30d7\u30e9\u30a4\u30b9\u30aa\u30fc\u30af\u30b7\u30e7\u30f3<\/strong>\u3002\u30d5\u30a1\u30fc\u30b9\u30c8\u30d7\u30e9\u30a4\u30b9\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u306e\u554f\u984c\u306f\u3001\u3069\u3093\u3069\u3093\u5024\u6bb5\u304c\u3064\u308a\u4e0a\u304c\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u3002<\/p>\n

\u305d\u3053\u3067\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u5e83\u544a\u306b\u95a2\u3057\u3066\u306f\u30bb\u30ab\u30f3\u30c9\u30d7\u30e9\u30a4\u30b9\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u65b9\u5f0f\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u304c\u591a\u304f\u306a\u3063\u305f\u3002\u30bb\u30ab\u30f3\u30c9\u30d7\u30e9\u30a4\u30b9\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u306fA\u3055\u3093\u304c100\u5186\u3001B\u3055\u3093\u304c200\u5186\u3001C\u3055\u3093\u304c300\u5186\u3067\u5165\u672d\u3057\u305f\u5834\u5408\u3001C\u3055\u3093\u304c200\u5186\u3082\u3057\u304f\u306f200\u5186\uff0b1\u5186\u3067\u843d\u672d\u3067\u304d\u308b\u3068\u3044\u3046\u4ed5\u7d44\u307f<\/strong>\u3067\u3059\u3002<\/p>\n

\"\"
\n\u4e00\u756a\u9ad8\u3044\u5024\u6bb5\u3092\u4ed8\u3051\u305f\u4eba\u304c\u30012\u756a\u76ee\u306e\u4eba\u306e\u5024\u6bb5\u3067\u843d\u672d\u3067\u304d\u308b\u306e\u306f\u3044\u3044\u3067\u3059\u306d\u3002<\/p>\n

\"\"
\n\u4f8b\u3048\u3070\u81ea\u5206\u306f500\u5186\u3067\u5165\u672d\u3057\u305f\u3051\u3069\u30012\u756a\u76ee\u306e\u4eba\u306f100\u5186\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u305d\u3046\u3044\u3046\u3053\u3068\u3092\u9632\u3052\u308b\u3068\u3044\u3046\u3053\u3068\u3002\u5b9f\u306f\u3053\u306e\u4ed5\u7d44\u307f\u306f\u8907\u96d1\u306a\u306e\u3067\u666e\u901a\u306e\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u3067\u306f\u4f7f\u308f\u308c\u3066\u3053\u306a\u304b\u3063\u305f\u3093\u3067\u3059\u3002\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3068\u5e83\u544a\u306e\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u304c\u751f\u307e\u308c\u305f\u3053\u3068\u3067\u3001\u3053\u306e\u65b9\u6cd5\u304c\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n

\"\"
\n\u300c\u30b0\u30fc\u30b0\u30eb \u30cd\u30c3\u30c8\u8987\u8005\u306e\u771f\u5b9f\u300d\u3068\u3044\u3046\u66f8\u7c4d\u306b\u3001Google\u306e\u691c\u7d22\u9023\u52d5\u578b\u5e83\u544a\u304c\u30bb\u30ab\u30f3\u30c9\u30d7\u30e9\u30a4\u30b9\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u3092\u63a1\u7528\u3057\u3001\u4e16\u9593\u306b\u5e83\u3081\u305f\u305f\u30ad\u30c3\u30ab\u30b1<\/strong>\u304c\u3001\u66f8\u304b\u308c\u3066\u307e\u3059\u306d\u3002<\/p>\n

Google\u306f\u691c\u7d22\u9023\u52d5\u578b\u5e83\u544a\u30922000\u5e74\u9803\u304b\u3089\u4f5c\u3063\u3066\u3044\u307e\u3059\u3002\u5f53\u6642\u3001\u3053\u306e\u5206\u91ce\u3067\u5148\u884c\u3057\u3066\u3044\u305f\u306e\u304c\u30aa\u30fc\u30d0\u30fc\u30c1\u30e5\u30a2\u306e\u524d\u8eab\u306eGoTo.com\uff08\u5f8c\u306bYahoo!\u306b\u8cb7\u53ce\uff09\u3067\u3057\u305f\u3002<\/p>\n

Google\u306e\u30ab\u30eb\u30c1\u30e3\u30fc\u306f\u300c\u5e83\u544a\u304c\u5acc\u3044\u300d\u3002\u5f53\u6642Google\u3067\u30b0\u30ed\u30fc\u30d0\u30eb\u30aa\u30f3\u30e9\u30a4\u30f3\u30bb\u30fc\u30eb\u30b9\uff06\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u30ba\u3067\u526f\u793e\u9577\u3068\u3057\u3066\u52d9\u3081\u3066\u3044\u305f\u30b5\u30f3\u30c9\u30d0\u30fc\u30b0\u3055\u3093\uff08\u73feFacebook COO\uff09\u306f\u3001\u5e83\u544a\u3092\u51fa\u3059\u4ed5\u7d44\u307f\u3092\u3082\u3063\u3068\u826f\u304f\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u305f\u793e\u5185\u306e\u4ed5\u7d44\u307f\u3092\u4e16\u9593\u306b\u308f\u304b\u308a\u3084\u3059\u304f\u4f1d\u3048\u308b\u305f\u3081\u306b\u3001\u524d\u8077\u306e\u4e0a\u53f8\u3067\u3042\u308b\u8ca1\u52d9\u9577\u5b98\u306b\u76f8\u8ac7\u3057\u305f\u3068\u3053\u308d\u3001\u300c\u30bb\u30ab\u30f3\u30c9\u30d7\u30e9\u30a4\u30b9\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u3060\u306d\u300d\u3068\u8a00\u308f\u308c\u305f\u305d\u3046\u3067\u3059\u3002<\/p>\n

\u305d\u308c\u306f\u30a2\u30e1\u30ea\u30ab\u653f\u5e9c\u304c\u50b5\u6a29\u3092\u58f2\u308b\u305f\u3081\u306b\u4f7f\u3063\u3066\u3044\u308b\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u3068\u540c\u4e00\u306e\u65b9\u5f0f\u3067\u3057\u305f\u3002\u3053\u3053\u304b\u3089\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u5e83\u544a\u306f\u30bb\u30ab\u30f3\u30c9\u30d7\u30e9\u30a4\u30b9\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u304c\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n

\"\"
\n\u305d\u3046\u3044\u3048\u3070\u30011990\u5e74\u4ee3\u5f8c\u534a\u304f\u3089\u3044\u306b\u7206\u767a\u7684\u306b\u5927\u4eba\u6c17\u3060\u3063\u305f\u300c\u4f8d\u9b42\u300d\u3068\u3044\u3046\u30c6\u30ad\u30b9\u30c8\u30b5\u30a4\u30c8\u304c\u3042\u3063\u3066\u3001\u305d\u3053\u306e\u7ba1\u7406\u4eba\u306e\u4eba\u306b\u805e\u3044\u305f\u3093\u3067\u3059\u304c\u3001\u3042\u308b\u5e83\u544a\u4e3b\u304b\u3089\u300c\u3046\u3061\u306e\u5546\u54c1\u306e\u30d0\u30ca\u30fc\u3092\u3053\u3053\u306b\u8cbc\u3063\u3066\u307b\u3057\u3044\u30021\u30af\u30ea\u30c3\u30af\u306b\u3064\u304d10\u5186\uff5e15\u5186\u3092\u304a\u652f\u6255\u3044\u3057\u307e\u3059\u300d\u3068\u3044\u3046\u8a71\u304c\u6765\u305f\u306e\u3067\u3001\u300c\u3084\u3063\u305f\u30fc\uff01\u300d\u3063\u3066\u5f15\u304d\u53d7\u3051\u305f\u3089\u3001\u8aad\u8005\u304c\u4f8d\u9b42\u3092\u5fdc\u63f4\u3057\u305f\u3044\u3068\u3044\u3046\u6c17\u6301\u3061\u304b\u3089\u3001\u300c\u3084\u3063\u305f\u30fc\uff01\u300d\u3063\u3066\u30af\u30ea\u30c3\u30af\u3057\u305f\u3093\u3067\u3059\u3063\u3066\u3002<\/p>\n

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\"\"
\n\u6700\u8fd1\u306f\u30ed\u30b8\u30c3\u30af\u3067\u5224\u5b9a\u3057\u3066\u3001\u30b9\u30d1\u30e0\u30af\u30ea\u30c3\u30af\u3084\u30b9\u30de\u30db\u306e\u8aa4\u30bf\u30c3\u30d7\u306f\u975e\u8ab2\u91d1\u306b\u3057\u3066\u3044\u307e\u3059\u306d\u3002<\/p>\n

\"\"
\n\u305f\u307e\u306b\u300c\u6b21\u3078\u300d\u3092\u30bf\u30c3\u30d7\u3057\u305f\u3064\u3082\u308a\u304c\u3001\u30b7\u30e5\u30c3\u3063\u3066\u4e0d\u610f\u6253\u3061\u307f\u305f\u3044\u306b\u3042\u304c\u3063\u3066\u304d\u305f\u30d0\u30ca\u30fc\u3092\u30bf\u30c3\u30d7\u3057\u3061\u3083\u3063\u3066\u3001\u30a2\u30d7\u30ea\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3051\u3069\u3001\u3042\u308c\u306f\u53ce\u76ca\u304c\u767a\u751f\u3057\u3066\u3044\u306a\u3044\u3093\u3067\u3059\u304b\uff1f<\/p>\n

\"\"
\n\u5e83\u544a\u306b\u304a\u3051\u308b\u7121\u52b9\u306a\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3084\u3001\u30af\u30ea\u30c3\u30af\u3092\u6392\u9664\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u5c02\u9580\u306b\u63d0\u4f9b\u3057\u3066\u3044\u308b\u4f1a\u793e\u3082\u3042\u308a\u307e\u3059\u3088\u3002<\/p>\n

\"\"
\n\u5148\u306e\u30de\u30c3\u30d7\u3067\u3044\u3046\u3068\u3001\u30d9\u30ea\u30d5\u30a3\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u30ab\u30c6\u30b4\u30e9\u30a4\u30ba\u3055\u308c\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u304c\u305d\u3046\u3067\u3059\u306d\u3002<\/p>\n

\"\"
\nMOAT\u3001Momentum\u306a\u3069\u304c\u305d\u3046\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u4f1a\u793e\u3067\u3059\u3002<\/p>\n

\n
\n

8,568\u901a\u308a\u3001\u3042\u306a\u305f\u306f\u3069\u306e\u30bf\u30a4\u30d7\uff1f<\/p>\n

\u30b0\u30c3\u30c9\u30dd\u30a4\u30f3\u30c8\u8a3a\u65ad<\/a><\/p>\n<\/div>\n<\/div>\n<\/div><\/div>

\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u5e83\u544a\u306e\u672a\u6765\u306f\u3069\u3046\u306a\u308b\uff1f<\/h2>\n

\"\"
\n\u3067\u3001\u4eca\u307e\u3067\u3053\u3046\u3084\u3063\u3066\u767a\u5c55\u3057\u3066\u304d\u305f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u5e83\u544a\u3067\u3059\u304c\u3001\u4eca\u5f8c\u3069\u3046\u306a\u3063\u3066\u3044\u304f\u3093\u3067\u3059\u304b\u306d\u3002<\/p>\n

\"\"
\n\u5e83\u544a\u306f\u4f01\u696d\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u306e\u4e00\u3064\u3067\u3059\u304c\u3001\u305f\u304f\u3055\u3093\u306e\u4eba\u306b\u5c4a\u3051\u3089\u308c\u3066\u306a\u3093\u307c\u3068\u3044\u3046\u8981\u7d20\u304c\u3042\u308a\u307e\u3059\u3002\u5f93\u3063\u3066\u3001\u65b0\u3057\u3044\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3002\u4eca\u8aac\u660e\u3057\u305f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u5e83\u544a\u4ee5\u5916\u306b\u3082\u3055\u307e\u3056\u307e\u306a\u624b\u6cd5\u304c\u767b\u5834\u3057\u3066\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u307e\u305a\u306fBot\u3084O2O\u3002\u5de6\u306fLINE\u306e\u4f8b\u3067\u3059\u304c\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f7f\u3063\u3066\u3001\u682a\u4fa1\u3092\u304a\u77e5\u3089\u305b\u3057\u3066\u3044\u307e\u3059\u3002\u771f\u3093\u4e2d\u306f\u6e0b\u8c37109\u306e\u4f8b\u3002LINE\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f7f\u3063\u3066\u3001\u304a\u5e97\u306b\u5165\u3063\u305f\u3068\u304d\u306b\u3001\u3053\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u554f\u3044\u304b\u3051\u308b\u3068\u304a\u5e97\u3092\u63a2\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u306d\u3002<\/p>\n

\"\"<\/p>\n

\u305d\u306eBot\u3084\u30a2\u30d7\u30ea\u306f\u3001LINE\u3067\u516c\u958b\u3057\u3066\u3044\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306eAPI\u3092\u5229\u7528\u3057\u3066\u3044\u305f\u3060\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n

\"\"
\n\u3053\u308c\u304c\u5e83\u544a\u306b\u306a\u308b\u3068\u3044\u3046\u3053\u3068\u304b\u3041\u3002<\/p>\n

\"\"
\n\u5e83\u544a\u3068\u3044\u3046\u3088\u308a\u30ec\u30b3\u30e1\u30f3\u30c9\u306b\u8fd1\u3044\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u306d\u3002\u8208\u5473\u306e\u306a\u3044\u60c5\u5831\u304c\u5c4a\u3044\u305f\u3089\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u4e0d\u5feb\u306b\u601d\u3063\u3066\u3057\u307e\u3046\u3067\u3057\u3087\u3046\u3002\u3060\u3051\u3069\u3001\u30b3\u30fc\u30e9\u3092\u8cb7\u3044\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u305f\u4eba\u306b\u3001\u30b3\u30fc\u30e9\u304c\u5b89\u3044\u3068\u3044\u3046\u60c5\u5831\u304c\u5c4a\u304f\u3068\u5b09\u3057\u3044\u3002Bot\u30b5\u30fc\u30d3\u30b9\u306b\u3088\u3063\u3066\u3001\u305d\u3046\u3044\u3063\u305f\u4e16\u754c\u89b3\u304c\u5b9f\u73fe\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n

\u300c\u4ee5\u524d\u306b\u30b9\u30fc\u30d1\u30fc\u3067\u30b3\u30fc\u30e9\u3092\u8cb7\u3063\u305f\u300d\u3068\u3044\u3046\u60c5\u5831\u3092Bot\u304c\u628a\u63e1\u3057\u3066\u3001\u300c\u30b3\u30fc\u30e9\u3092\u8cb7\u3046\u300d\u3068\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3059\u308b\u3068\u3001\u300c\u3053\u3093\u306a\u60c5\u5831\u304c\u3042\u308b\u300d\u3068\u56de\u7b54\u304c\u6765\u308b\u3068\u3044\u3046\u3088\u3046\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u4ed5\u7d44\u307f\u3067\u3001\u5e83\u544a\u3068\u3057\u3066\u306f\u65b0\u3057\u3044\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\"\"
\n\u3053\u308c\u306f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u5165\u308a\u53e3\u3067\u3001\u4f01\u696d\u304c\u666e\u6bb5\u306e\u6211\u3005\u306e\u5148\u97ad\u3092\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u59cb\u3081\u305f\u3068\u3044\u3046\u4f8b\u3067\u3059\u306d\u3002<\/p>\n

\u6b21\u306fBeacon\uff08\u30d3\u30fc\u30b3\u30f3\uff09\u306e\u6d3b\u7528\u3067\u3001KIRIN\u3068\u306e\u5354\u696d\u306e\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002KIRIN\u306e\u81ea\u52d5\u8ca9\u58f2\u6a5f\u306bLINE\u306e\u753b\u9762\u3092\u304b\u3056\u3059\u3053\u3068\u3067\u3001\u30d3\u30fc\u30b3\u30f3\u6a5f\u80fd\uff08LINE Beacon\uff09\u3068\u9023\u52d5\u3055\u305b\u3001\u8cfc\u5165\u6642\u306bLINE Pay\u3067\u652f\u6255\u3048\u308b\u3088\u3046\u306b\u3057\u305f\u308a\u3001\u4ed8\u4e0e\u3055\u308c\u308b\u30c9\u30ea\u30f3\u30af\u30dd\u30a4\u30f3\u30c8\u309215\u500b\u96c6\u3081\u308b\u30681\u672c\u3082\u3089\u3048\u308b\u3068\u3044\u3046\u30dd\u30a4\u30f3\u30c8\u30d7\u30ed\u30b0\u30e9\u30e0\u3082\u5b9f\u65bd\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\"\"<\/p>\n

\u307e\u305f\u65e5\u672c\u30b3\u30ab\u30fb\u30b3\u30fc\u30e9\u3082\u3001\u81ea\u52d5\u8ca9\u58f2\u6a5f\u3092\u6d3b\u7528\u3057\u3001\u81ea\u793e\u30a2\u30d7\u30ea\u3092\u6d3b\u7528\u3057\u305f\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u5b9f\u65bd\u3057\u3066\u3044\u307e\u3059\u3002\u540c\u793e\u3067\u3082\u4eca\u5f8c\u3001Beacon\u3092\u6d3b\u7528\u3057\u3066\u3044\u304f\u3068\u601d\u308f\u308c\u307e\u3059\u3002<\/p>\n

\"\"
\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u5e83\u544a\u306f\u300c\u3053\u306e\u30e1\u30c7\u30a3\u30a2\u306e\u3053\u306e\u5e83\u544a\u67a0\u304c\u6b32\u3057\u3044\u300d\u3044\u3046\u300e\u67a0\u300f\u304b\u3089\u3001\u300c\u30e8\u30c3\u30d4\u30fc\u3055\u3093\u3060\u304b\u3089\u51fa\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u3088\u3046\u306b\u300e\u4eba\u300f\u306b\u5909\u308f\u308a\u3001\u4eca\u306f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3057\u3066\u5e83\u544a\u3092\u51fa\u3059\u3068\u3044\u3046\u65b9\u6cd5\u306b\u5909\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u30b5\u30a4\u30c8\u306b\u3069\u3046\u3044\u3046\u76ee\u7684\u3067\u304d\u305f\u306e\u304b\u3001\u3069\u3046\u3044\u3046\u5fc3\u6301\u3061\u3067\u6765\u305f\u306e\u304b\u3092\u628a\u63e1\u3057\u3001\u6709\u7528\u306a\u5e83\u544a\u3092\u51fa\u3059\u3053\u3068\u306b\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30c7\u30b8\u30bf\u30eb\u306e\u826f\u3044\u3068\u3053\u308d\u306f\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u3053\u3068\u3002\u3053\u306e\u4eba\u306f\u4eca\u4f55\u3092\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u305d\u308c\u3068\u540c\u3058\u884c\u52d5\u3092\u3057\u305f\u4eba\u306e\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u6b21\u306e\u884c\u52d5\u3092\u4e88\u6e2c\u3059\u308b\u3002\u3053\u308c\u307e\u3067\u306f\u81ea\u8ca9\u6a5f\u306e\u524d\u306b\u7acb\u3064\u3060\u3051\u3060\u3063\u305f\u306e\u304c\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306b\u5fdc\u52df\u3059\u308b\u306a\u3069\u3082\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6c17\u6301\u3061\u304c\u308f\u304b\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\"\"
\n\u30c7\u30fc\u30bf\u3092\u53d6\u3089\u308c\u308b\u3053\u3068\u306b\u62d2\u5426\u611f\u306e\u3042\u308b\u4eba\u3082\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u3051\u3069\u3002<\/p>\n

\"\"
\n\u7d76\u5bfe\u5acc\u3060\u3068\u3044\u3046\u4eba\u3068\u3001\u4ed5\u65b9\u306a\u3044\u304c\u6c17\u6301\u3061\u60aa\u3044\u3068\u601d\u3063\u3066\u3044\u308b\u4eba\u3001\u3069\u3046\u3044\u3046\u3075\u3046\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u77e5\u308a\u305f\u3044\u4eba\u3001\u3044\u3044\u60c5\u5831\u304c\u6b32\u3057\u3044\u306e\u3067\u30d0\u30f3\u30d0\u30f3\u4f7f\u3063\u3066\u307b\u3057\u3044\u3068\u3044\u3046\u4eba\u306a\u3069\u304c\u3044\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n

\"\"
\n\u50d5\u306f\u30d0\u30f3\u30d0\u30f3\u62fe\u3063\u3066\u304f\u308c\u3063\u3066\u601d\u3063\u3066\u308b\u3093\u3067\u3059\u3088\u306d\u3002\u300c\u500b\u4eba\u60c5\u5831\u3068\u304b\u3069\u3046\u3067\u3082\u3044\u3044\u308f\uff01\u300d\u3063\u3066\u601d\u3063\u3066\u308b\u306e\u3067\u2026\u2026\u3002\u305d\u306e\u4ee3\u308f\u308a\u3044\u3044\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u826f\u3044\u60c5\u5831\u304c\u6b32\u3057\u3044\u3002\u7a76\u6975\u306a\u3053\u3068\u3067\u3059\u304c\u3001\u50d5\u306eGPS\u30ed\u30b0\u304c\u3069\u3053\u304b\u306e\u30c7\u30fc\u30bf\u30b5\u30fc\u30d0\u306b\u9001\u3089\u308c\u3066\u3001\u677e\u5c4b\u3067\u3054\u306f\u3093\u98df\u3079\u3066\u3044\u305f\u3089\u300c\u307e\u305f\u677e\u5c4b\u3067\u3059\u304b\uff1f\u3061\u3087\u3063\u3068\u30ab\u30ed\u30ea\u30fc\u53d6\u308a\u904e\u304e\u3058\u3083\u306a\u3044\u3067\u3059\u304b\uff1f\u300d\u3068\u6ce8\u610f\u3057\u3066\u304f\u308c\u308b\u3068\u4fbf\u5229\u3060\u306a\u3068\u601d\u3046\u3002<\/p>\n

\"\"
\nIBM\u3067\u306f\u5e38\u306b5\u5e74\u5f8c\u306e\u6280\u8853\u7684\u306a\u4e88\u6e2c\u3092\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4e88\u6e2c\u3067\u904e\u53bb\u306b\u9762\u767d\u304b\u3063\u305f\u3082\u306e\u304c\u30015\u5e74\u5f8c\u306b\u8ff7\u60d1\u30e1\u30fc\u30eb\u304c\u4fa1\u5024\u3042\u308b\u304a\u77e5\u3089\u305b\u306b\u306a\u308b\u3068\u3044\u3046\u3082\u306e\u3002\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u60c5\u5831\u3092\u63a8\u85a6\u3059\u308b\u3068\u3044\u3046\u672a\u6765\u304c\u3042\u308b\u3068\u4e88\u8a00\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n

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\"\"
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\"\"
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\"\"
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