{"id":228,"date":"2026-01-15T04:49:38","date_gmt":"2026-01-15T04:49:38","guid":{"rendered":"https:\/\/blog.alltick.co\/ja-jp\/?p=228"},"modified":"2026-01-15T04:49:42","modified_gmt":"2026-01-15T04:49:42","slug":"%e7%9f%ad%e6%9c%9f%e6%9a%97%e5%8f%b7%e8%b3%87%e7%94%a3%e3%83%88%e3%83%ac%e3%83%bc%e3%83%89%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%83%a2%e3%83%a1%e3%83%b3%e3%82%bf%e3%83%a0%e6%88%a6%e7%95%a5%ef%bc%9a","status":"publish","type":"post","link":"https:\/\/blog.alltick.co\/ja-jp\/%e7%9f%ad%e6%9c%9f%e6%9a%97%e5%8f%b7%e8%b3%87%e7%94%a3%e3%83%88%e3%83%ac%e3%83%bc%e3%83%89%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%83%a2%e3%83%a1%e3%83%b3%e3%82%bf%e3%83%a0%e6%88%a6%e7%95%a5%ef%bc%9a\/","title":{"rendered":"\u77ed\u671f\u6697\u53f7\u8cc7\u7523\u30c8\u30ec\u30fc\u30c9\u306b\u304a\u3051\u308b\u30e2\u30e1\u30f3\u30bf\u30e0\u6226\u7565\uff1a\u30c8\u30ec\u30fc\u30c9\u30ed\u30b8\u30c3\u30af\u304b\u3089\u5b9f\u884c\u53ef\u80fd\u306a\u30b3\u30fc\u30c9\u3078"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

\u77ed\u671f\u306e\u6697\u53f7\u8cc7\u7523\u30c8\u30ec\u30fc\u30c9\u3067\u306f\u3001\u591a\u304f\u306e\u30c8\u30ec\u30fc\u30c0\u30fc\u304c\u6b21\u306e\u3088\u3046\u306a\u554f\u984c\u306b\u76f4\u9762\u3057\u307e\u3059\u3002
\u30c8\u30ec\u30f3\u30c9\u304c\u51fa\u59cb\u3081\u305f\u3068\u304d\u306b\u306f\u4e57\u308a\u9045\u308c\u3001\u8ffd\u3044\u304b\u3051\u3066\u30a8\u30f3\u30c8\u30ea\u30fc\u3059\u308b\u3068\u53cd\u8ee2\u306b\u906d\u3044\u3084\u3059\u3044\u3002
\u305d\u306e\u6839\u672c\u539f\u56e0\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u300c\u5224\u65ad\u30df\u30b9\u300d\u3067\u306f\u306a\u304f\u3001\u30b7\u30b0\u30ca\u30eb\u304c\u518d\u73fe\u3067\u304d\u305a\u3001\u30eb\u30fc\u30eb\u304c\u660e\u78ba\u3067\u306a\u3044\u3053\u3068<\/strong>\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u30e2\u30e1\u30f3\u30bf\u30e0\u6226\u7565\u306e\u4fa1\u5024\u306f\u3001
\u660e\u78ba\u306a\u6761\u4ef6 + \u9023\u7d9a\u7684\u306b\u691c\u8a3c\u53ef\u80fd\u306a\u69cb\u9020<\/strong>\u3078\u5206\u89e3\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u3001
\u30b7\u30b9\u30c6\u30e0\u5316\u30fb\u91cf\u5316\u306b\u975e\u5e38\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001\u4e8c\u672c\u306e\u79fb\u52d5\u5e73\u5747\u7dda + RSI<\/strong> \u3092\u4e2d\u5fc3\u306b\u3001
\u77ed\u671f\u30e2\u30e1\u30f3\u30bf\u30e0\u6226\u7565\u3092\u3069\u306e\u3088\u3046\u306b\u5b9f\u884c\u53ef\u80fd\u306a\u30ed\u30b8\u30c3\u30af\u3078\u843d\u3068\u3057\u8fbc\u3080\u304b\u3092\u793a\u3057\u3001
\u8907\u6570\u8a00\u8a9e\u3067\u306e\u5b9f\u88c5\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u4e00\u3001\u6226\u7565\u30ed\u30b8\u30c3\u30af\u306e\u5b9a\u91cf\u7684\u5206\u89e3<\/h2>\n\n\n\n

1. \u6307\u6a19\u5b9a\u7fa9<\/h3>\n\n\n\n
    \n
  • \u77ed\u671f\u7dda\uff1aMA\uff08\u4f8b\uff1a5\u671f\u9593 \u5358\u7d14\u79fb\u52d5\u5e73\u5747\uff09<\/li>\n\n\n\n
  • \u9577\u671f\u7dda\uff1aEMA\uff08\u4f8b\uff1a20\u671f\u9593 \u6307\u6570\u79fb\u52d5\u5e73\u5747\uff09<\/li>\n\n\n\n
  • RSI\uff1a14\u671f\u9593<\/li>\n<\/ul>\n\n\n\n

    2. \u30ed\u30f3\u30b0\u30fb\u30e2\u30e1\u30f3\u30bf\u30e0\u6210\u7acb\u306e\u5fc5\u8981\u6761\u4ef6<\/h3>\n\n\n\n

    \u300c\u306a\u3093\u3068\u306a\u304f\u306e\u611f\u899a\u300d\u3067\u306f\u306a\u304f\u3001
    \u3059\u3079\u3066\u540c\u6642\u306b\u6e80\u305f\u3059\u6761\u4ef6<\/strong>\u3068\u3057\u3066\u30b7\u30b0\u30ca\u30eb\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

      \n
    • MA > EMA\uff08\u30c8\u30ec\u30f3\u30c9\u65b9\u5411\uff09<\/li>\n\n\n\n
    • \u73fe\u5728\u306e\u30ed\u30fc\u30bd\u30af\u8db3\u306e\u7d42\u5024 > MA \u304b\u3064 > EMA<\/li>\n\n\n\n
    • RSI \u2208 [50, 70]\uff08\u30c8\u30ec\u30f3\u30c9\u306e\u5f37\u3055\u3092\u793a\u3057\u3001\u6975\u7aef\u306a\u8cb7\u308f\u308c\u904e\u304e\u3092\u907f\u3051\u308b\uff09<\/li>\n\n\n\n
    • \u30ec\u30f3\u30b8\u76f8\u5834\u3067\u306a\u3044\u3053\u3068\uff08\u4efb\u610f\u306e\u30d5\u30a3\u30eb\u30bf\uff09<\/li>\n<\/ul>\n\n\n\n

      \u30b7\u30e7\u30fc\u30c8\u6761\u4ef6\u306f\u3001\u3053\u308c\u3068\u5b8c\u5168\u306b\u5bfe\u79f0\u3067\u3059\u3002<\/p>\n\n\n\n

      \u4e8c\u3001Python \u30b5\u30f3\u30d7\u30eb\uff08\u6226\u7565\u30d0\u30c3\u30af\u30c6\u30b9\u30c8 \/ \u30af\u30a4\u30c3\u30af\u691c\u8a3c\uff09<\/h2>\n\n\n\n

      \u91cf\u7684\u5206\u6790\u3001\u30d0\u30c3\u30af\u30c6\u30b9\u30c8\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u691c\u8a3c\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

      import pandas as pd\nimport ta\n\ndef momentum_signal(df):\n    df['ma'] = df['close'].rolling(5).mean()\n    df['ema'] = df['close'].ewm(span=20).mean()\n    df['rsi'] = ta.momentum.RSIIndicator(df['close'], window=14).rsi()\n\n    long_cond = (\n        (df['ma'] > df['ema']) &\n        (df['close'] > df['ma']) &\n        (df['close'] > df['ema']) &\n        (df['rsi'] >= 50) &\n        (df['rsi'] <= 70)\n    )\n\n    short_cond = (\n        (df['ma'] < df['ema']) &\n        (df['close'] < df['ma']) &\n        (df['close'] < df['ema']) &\n        (df['rsi'] >= 30) &\n        (df['rsi'] <= 50)\n    )\n\n    df['signal'] = 0\n    df.loc[long_cond, 'signal'] = 1\n    df.loc[short_cond, 'signal'] = -1\n\n    return df\n<\/pre>\n\n\n\n
      \u6280\u8853\u7684\u30dd\u30a4\u30f3\u30c8<\/h3>\n\n\n\n
        \n
      • \u30b7\u30b0\u30ca\u30eb\u306f\u96e2\u6563\u5024\uff08-1 \/ 0 \/ 1\uff09\u3067\u8868\u73fe\u3057\u3001\u56de\u6e2c\u3084\u7d71\u8a08\u51e6\u7406\u304c\u5bb9\u6613<\/li>\n\n\n\n
      • RSI \u306f\u6975\u5024\u3092\u8ffd\u308f\u305a\u3001\u30ec\u30f3\u30b8\u76f8\u5834\u3067\u306e\u8aa4\u767a\u706b\u3092\u6e1b\u3089\u3059<\/li>\n\n\n\n
      • \u5206\u8db3\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u7528\u3044\u3066\u30b9\u30e9\u30a4\u30c7\u30a3\u30f3\u30b0\u30a6\u30a3\u30f3\u30c9\u30a6\u56de\u6e2c\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
        \u4e09\u3001Java \u30b5\u30f3\u30d7\u30eb\uff08\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6226\u7565 \/ \u53d6\u5f15\u30b7\u30b9\u30c6\u30e0\uff09<\/h2>\n\n\n\n
        \u30de\u30c3\u30c1\u30f3\u30b0\u30a8\u30f3\u30b8\u30f3\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b7\u30b0\u30ca\u30eb\u30e2\u30b8\u30e5\u30fc\u30eb\u5411\u3051\u3002<\/p>\n\n\n\n
        public boolean isLongSignal(\n        double close,\n        double ma,\n        double ema,\n        double rsi\n) {\n    return ma > ema\n        && close > ma\n        && close > ema\n        && rsi >= 50.0\n        && rsi <= 70.0;\n}\n\npublic boolean isShortSignal(\n        double close,\n        double ma,\n        double ema,\n        double rsi\n) {\n    return ma < ema\n        && close < ma\n        && close < ema\n        && rsi >= 30.0\n        && rsi <= 50.0;\n}\n<\/pre>\n\n\n\n
        \u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u5b9f\u8df5\u306e\u63d0\u6848<\/h3>\n\n\n\n
          \n
        • \u79fb\u52d5\u5e73\u5747\u3068 RSI \u306e\u8a08\u7b97\u306f\u6307\u6a19\u30e2\u30b8\u30e5\u30fc\u30eb\u306b\u96c6\u7d04<\/li>\n\n\n\n
        • Signal \u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u6761\u4ef6\u5224\u5b9a\u306e\u307f\u306b\u8cac\u52d9\u3092\u9650\u5b9a<\/li>\n\n\n\n
        • WebSocket \u884c\u60c5\u30b9\u30c8\u30ea\u30fc\u30e0\u306b\u63a5\u7d9a\u3057\u3001K \u8db3\u3054\u3068\u306b\u66f4\u65b0\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
          \u56db\u3001C++ \u30b5\u30f3\u30d7\u30eb\uff08\u4f4e\u9045\u5ef6 \/ \u9ad8\u983b\u5ea6\u74b0\u5883\uff09<\/h2>\n\n\n\n
          \u9ad8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6c42\u3081\u3089\u308c\u308b\u884c\u60c5\u51e6\u7406\u3084\u6226\u7565\u30e2\u30b8\u30e5\u30fc\u30eb\u5411\u3051\u3002<\/p>\n\n\n\n
          struct Bar {\n    double close;\n    double ma;\n    double ema;\n    double rsi;\n};\n\nbool longSignal(const Bar& b) {\n    return b.ma > b.ema &&\n           b.close > b.ma &&\n           b.close > b.ema &&\n           b.rsi >= 50.0 &&\n           b.rsi <= 70.0;\n}\n\nbool shortSignal(const Bar& b) {\n    return b.ma < b.ema &&\n           b.close < b.ma &&\n           b.close < b.ema &&\n           b.rsi >= 30.0 &&\n           b.rsi <= 50.0;\n}\n<\/pre>\n\n\n\n
          \u9069\u7528\u30b7\u30ca\u30ea\u30aa<\/h3>\n\n\n\n
            \n
          • \u884c\u60c5 \u2192 \u6307\u6a19 \u2192 \u30b7\u30b0\u30ca\u30eb \u2192 \u4e0b\u6d41\u306e\u57f7\u884c\u51e6\u7406<\/li>\n\n\n\n
          • \u30de\u30c3\u30c1\u30f3\u30b0\u3084\u30ea\u30b9\u30af\u7ba1\u7406\u30e2\u30b8\u30e5\u30fc\u30eb\u3068\u758e\u7d50\u5408<\/li>\n\n\n\n
          • \u6226\u7565\u30d5\u30a1\u30af\u30bf\u30fc\u5c64\u306e\u5b9f\u88c5\u306b\u975e\u5e38\u306b\u9069\u3057\u3066\u3044\u308b<\/li>\n<\/ul>\n\n\n\n
            \u4e94\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u5316\u8868\u73fe<\/h2>\n\n\n\n
            \u591a\u304f\u306e\u6226\u7565\u304c\u5931\u6557\u3059\u308b\u7406\u7531\u306f\u3001
            \u30b7\u30b0\u30ca\u30eb\u304c\u9593\u9055\u3063\u3066\u3044\u308b\u304b\u3089\u3067\u306f\u306a\u304f\u3001\u660e\u78ba\u306a\u9000\u51fa\u30eb\u30fc\u30eb\u304c\u306a\u3044\u305f\u3081<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n
            \u4ee3\u8868\u7684\u306a\u65b9\u6cd5\uff1a<\/p>\n\n\n\n
              \n
            • \u30ed\u30f3\u30b0\u306e\u640d\u5207\u308a\uff1a\u76f4\u8fd1\u306e\u78ba\u5b9a\u8db3\u306e EMA<\/li>\n\n\n\n
            • \u56fa\u5b9a\u30ea\u30b9\u30af\u30ea\u30ef\u30fc\u30c9\u6bd4\uff1a1 : 1.5 \u307e\u305f\u306f 1 : 2<\/li>\n\n\n\n
            • 1 \u30c8\u30ec\u30fc\u30c9\u3042\u305f\u308a\u306e\u30ea\u30b9\u30af \u2264 \u8cc7\u91d1\u306e 1%\u301c2%<\/li>\n<\/ul>\n\n\n\n
              \u3053\u308c\u3089\u306e\u30eb\u30fc\u30eb\u3082\u3059\u3079\u3066\u3001
              \u4eba\u306e\u5224\u65ad\u306b\u983c\u3089\u305a\u5b8c\u5168\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
              \u516d\u3001\u306a\u305c\u30e2\u30e1\u30f3\u30bf\u30e0\u6226\u7565\u306f\u30b7\u30b9\u30c6\u30e0\u5316\u306b\u5411\u3044\u3066\u3044\u308b\u306e\u304b<\/h2>\n\n\n\n
                \n
              • \u6761\u4ef6\u304c\u660e\u78ba\u3067\u518d\u73fe\u53ef\u80fd<\/li>\n\n\n\n
              • \u4e3b\u89b3\u7684\u5224\u65ad\u306b\u4f9d\u5b58\u3057\u306a\u3044<\/li>\n\n\n\n
              • \u52dd\u7387\u3084\u671f\u5f85\u5024\u3092\u7d71\u8a08\u7684\u306b\u8a55\u4fa1\u3067\u304d\u308b<\/li>\n\n\n\n
              • \u8907\u6570\u9298\u67c4\u30fb\u8907\u6570\u6642\u9593\u8ef8\u3067\u9ad8\u901f\u691c\u8a3c\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
                \u5b9f\u904b\u7528\u3084\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001
                \u5b89\u5b9a\u3057\u305f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u884c\u60c5\u3068\u5c65\u6b74\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001<\/p>\n\n\n\n
                  \n
                • \u30b7\u30b0\u30ca\u30eb\u306e\u30ea\u30d7\u30ec\u30a4<\/li>\n\n\n\n
                • \u30d1\u30e9\u30e1\u30fc\u30bf\u8abf\u6574<\/li>\n\n\n\n
                • \u5e02\u5834\u30d5\u30a7\u30fc\u30ba\u3054\u3068\u306e\u6bd4\u8f03<\/li>\n<\/ul>\n\n\n\n
                  \u3092\u77ed\u6642\u9593\u3067\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
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