\u30b5\u30c3\u30ab\u30fc\u306f\u3001\u9577\u3044\u6b74\u53f2\u3092\u6301\u3064\u4f1d\u7d71\u7684\u306a\u30b9\u30dd\u30fc\u30c4\u3067\u3059\u304c\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u65b0\u305f\u306a\u6642\u4ee3\u3092\u8fce\u3048\u3066\u3044\u307e\u3059\u3002VAR\uff08\u30d3\u30c7\u30aa\u30fb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30fb\u30ec\u30d5\u30a7\u30ea\u30fc\uff09\u306e\u5c0e\u5165\u3001\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u30c7\u30d0\u30a4\u30b9\u306b\u3088\u308b\u30c7\u30fc\u30bf\u53ce\u96c6\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u3092\u6d3b\u7528\u3057\u305f\u6226\u8853\u5206\u6790\u306a\u3069\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u30b5\u30c3\u30ab\u30fc\u306e\u3042\u3089\u3086\u308b\u5074\u9762\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u5973\u5b50\u30b5\u30c3\u30ab\u30fc\u306e\u6210\u9577\u3001e\u30b9\u30dd\u30fc\u30c4\u306e\u53f0\u982d\u3001\u74b0\u5883\u3078\u306e\u914d\u616e\u306a\u3069\u3001\u30b5\u30c3\u30ab\u30fc\u754c\u306f\u69d8\u3005\u306a\u5909\u5316\u306b\u76f4\u9762\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30b5\u30c3\u30ab\u30fc\u306b\u304a\u3051\u308b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u9032\u5316\u3001\u4eca\u5f8c\u4e88\u60f3\u3055\u308c\u308b\u5909\u5316\u3001\u305d\u3057\u3066\u30b5\u30c3\u30ab\u30fc\u306e\u672a\u6765\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u30b5\u30c3\u30ab\u30fc\u304c\u3069\u306e\u3088\u3046\u306b\u9032\u5316\u3057\u3066\u3044\u304f\u306e\u304b\u3001\u305d\u306e\u5c55\u671b\u3092\u63a2\u3063\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n
VAR\uff08\u30d3\u30c7\u30aa\u30fb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30fb\u30ec\u30d5\u30a7\u30ea\u30fc\uff09\u306f\u30012018\u5e74\u306e\u30ed\u30b7\u30a2\u30ef\u30fc\u30eb\u30c9\u30ab\u30c3\u30d7\u3067\u672c\u683c\u7684\u306b\u5c0e\u5165\u3055\u308c\u3001\u30b5\u30c3\u30ab\u30fc\u306e\u5224\u5b9a\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u307e\u3057\u305f\u3002VAR\u306f\u3001\u30b4\u30fc\u30eb\u306e\u5224\u5b9a\u3001\u30da\u30ca\u30eb\u30c6\u30a3\u30fc\u30ad\u30c3\u30af\u306e\u5224\u5b9a\u3001\u30ec\u30c3\u30c9\u30ab\u30fc\u30c9\u306e\u5224\u5b9a\u3001\u4eba\u9055\u3044\u306e4\u3064\u306e\u5834\u9762\u3067\u4ecb\u5165\u3067\u304d\u307e\u3059\u3002\u8907\u6570\u306e\u30ab\u30e1\u30e9\u30a2\u30f3\u30b0\u30eb\u3068\u9ad8\u901f\u518d\u751f\u306b\u3088\u308a\u3001\u4e3b\u5be9\u304c\u898b\u9003\u3057\u305f\u91cd\u8981\u306a\u5834\u9762\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002VAR\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u660e\u3089\u304b\u306a\u8aa4\u5be9\u306f\u5927\u5e45\u306b\u6e1b\u5c11\u3057\u3001\u8a66\u5408\u306e\u516c\u6b63\u6027\u304c\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u3057\u304b\u3057\u3001VAR\u306b\u306f\u8ab2\u984c\u3082\u3042\u308a\u307e\u3059\u3002\u5224\u5b9a\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3053\u3068\u3067\u3001\u8a66\u5408\u306e\u6d41\u308c\u304c\u4e2d\u65ad\u3055\u308c\u308b\u3068\u3044\u3046\u6279\u5224\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u3069\u306e\u7a0b\u5ea6\u306e\u63a5\u89e6\u304c\u30d5\u30a1\u30a6\u30eb\u306b\u306a\u308b\u306e\u304b\u3001\u3069\u3053\u307e\u3067\u304c\u30aa\u30d5\u30b5\u30a4\u30c9\u306b\u95a2\u4e0e\u3057\u305f\u3068\u8a00\u3048\u308b\u306e\u304b\u306a\u3069\u3001\u5224\u65ad\u57fa\u6e96\u304c\u4e0d\u660e\u78ba\u306a\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002FIFA\u3068UEFA\u306f\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001VAR\u306e\u904b\u7528\u65b9\u6cd5\u3092\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3057\u3066\u3044\u307e\u3059\u3002\u5224\u5b9a\u6642\u9593\u306e\u77ed\u7e2e\u3001\u57fa\u6e96\u306e\u660e\u78ba\u5316\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6539\u5584\u306a\u3069\u304c\u9032\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u30bb\u30df\u30aa\u30fc\u30c8\u30e1\u30a4\u30c6\u30c3\u30c9\u30fb\u30aa\u30d5\u30b5\u30a4\u30c9\u30fb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\uff08SAOT\uff09\u306f\u3001VAR\u306e\u3055\u3089\u306a\u308b\u9032\u5316\u5f62\u3067\u3059\u3002\u3053\u306e\u6280\u8853\u306f\u3001AI\u304c\u9078\u624b\u306e\u9aa8\u683c\u3092\u8ffd\u8de1\u3057\u3001\u30aa\u30d5\u30b5\u30a4\u30c9\u3092\u81ea\u52d5\u7684\u306b\u691c\u51fa\u3057\u307e\u3059\u30022022\u5e74\u306e\u30ab\u30bf\u30fc\u30eb\u30ef\u30fc\u30eb\u30c9\u30ab\u30c3\u30d7\u3067\u521d\u3081\u3066\u4f7f\u7528\u3055\u308c\u3001\u5927\u304d\u306a\u6210\u529f\u3092\u53ce\u3081\u307e\u3057\u305f\u3002SAOT\u306b\u3088\u308a\u3001\u30aa\u30d5\u30b5\u30a4\u30c9\u306e\u5224\u5b9a\u6642\u9593\u304c\u5927\u5e45\u306b\u77ed\u7e2e\u3055\u308c\u3001\u6570\u79d2\u3067\u5224\u5b9a\u304c\u5b8c\u4e86\u3057\u307e\u3059\u3002\u307e\u305f\u30013D\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u89b3\u5ba2\u306b\u3082\u5206\u304b\u308a\u3084\u3059\u304f\u5224\u5b9a\u7406\u7531\u304c\u8aac\u660e\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u30b4\u30fc\u30eb\u30e9\u30a4\u30f3\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\uff08GLT\uff09\u306f\u3001\u30dc\u30fc\u30eb\u304c\u30b4\u30fc\u30eb\u30e9\u30a4\u30f3\u3092\u5b8c\u5168\u306b\u8d8a\u3048\u305f\u304b\u3069\u3046\u304b\u3092\u77ac\u6642\u306b\u5224\u5b9a\u3059\u308b\u6280\u8853\u3067\u3059\u3002\u30b4\u30fc\u30eb\u30e9\u30a4\u30f3\u4e0a\u306b\u8a2d\u7f6e\u3055\u308c\u305f\u30ab\u30e1\u30e9\u3084\u30bb\u30f3\u30b5\u30fc\u306b\u3088\u308a\u3001\u30dc\u30fc\u30eb\u306e\u4f4d\u7f6e\u3092\u6b63\u78ba\u306b\u6e2c\u5b9a\u3057\u307e\u3059\u3002\u30dc\u30fc\u30eb\u304c\u30e9\u30a4\u30f3\u3092\u8d8a\u3048\u305f\u77ac\u9593\u3001\u4e3b\u5be9\u306e\u8155\u6642\u8a08\u306b\u4fe1\u53f7\u304c\u9001\u3089\u308c\u3001\u30b4\u30fc\u30eb\u304c\u8a8d\u3081\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u6280\u8853\u306b\u3088\u308a\u3001\u30b4\u30fc\u30eb\u5224\u5b9a\u306b\u95a2\u3059\u308b\u8ad6\u4e89\u306f\u307b\u307c\u306a\u304f\u306a\u308a\u307e\u3057\u305f\u3002GLT\u306f\u30012014\u5e74\u306e\u30d6\u30e9\u30b8\u30eb\u30ef\u30fc\u30eb\u30c9\u30ab\u30c3\u30d7\u304b\u3089\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u73fe\u5728\u3067\u306f\u591a\u304f\u306e\u30c8\u30c3\u30d7\u30ea\u30fc\u30b0\u3067\u6a19\u6e96\u88c5\u5099\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u73fe\u4ee3\u30b5\u30c3\u30ab\u30fc\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304c\u6226\u8853\u7acb\u6848\u306b\u4e0d\u53ef\u6b20\u306a\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002GPS\u6280\u8853\u306b\u3088\u308a\u3001\u9078\u624b\u306e\u8d70\u884c\u8ddd\u96e2\u3001\u30b9\u30d7\u30ea\u30f3\u30c8\u56de\u6570\u3001\u6700\u9ad8\u901f\u5ea6\u3001\u52a0\u901f\u5ea6\u306a\u3069\u304c\u6b63\u78ba\u306b\u6e2c\u5b9a\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u30d3\u30c7\u30aa\u5206\u6790\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u3088\u308a\u3001\u30d1\u30b9\u3001\u30b7\u30e5\u30fc\u30c8\u3001\u30bf\u30c3\u30af\u30eb\u3001\u30dd\u30b8\u30b7\u30e7\u30cb\u30f3\u30b0\u306a\u3069\u3001\u3042\u3089\u3086\u308b\u30d7\u30ec\u30fc\u304c\u30c7\u30fc\u30bf\u5316\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u9078\u624b\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5ba2\u89b3\u7684\u306b\u8a55\u4fa1\u3057\u3001\u6539\u5584\u70b9\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Expected Goals\uff08xG\uff09\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4ee3\u8868\u7684\u306a\u6307\u6a19\u3067\u3059\u3002xG\u306f\u3001\u30b7\u30e5\u30fc\u30c8\u304c\u30b4\u30fc\u30eb\u306b\u306a\u308b\u78ba\u7387\u3092\u6570\u5024\u5316\u3057\u305f\u3082\u306e\u3067\u3001\u30b7\u30e5\u30fc\u30c8\u306e\u4f4d\u7f6e\u3001\u89d2\u5ea6\u3001\u72b6\u6cc1\u306a\u3069\u304b\u3089\u7b97\u51fa\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u6307\u6a19\u306b\u3088\u308a\u3001\u30c1\u30fc\u30e0\u306e\u653b\u6483\u529b\u3084\u5b88\u5099\u529b\u3092\u3001\u5f97\u70b9\u6570\u3084\u5931\u70b9\u6570\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u5ba2\u89b3\u7684\u306b\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u9078\u624b\u306e\u6c7a\u5b9a\u529b\u3084\u30b4\u30fc\u30eb\u30ad\u30fc\u30d1\u30fc\u306e\u30bb\u30fc\u30d6\u80fd\u529b\u3082\u6570\u5024\u5316\u3067\u304d\u307e\u3059\u3002xG\u306f\u3001\u30b9\u30ab\u30a6\u30c6\u30a3\u30f3\u30b0\u3001\u6226\u8853\u5206\u6790\u3001\u9078\u624b\u8a55\u4fa1\u306a\u3069\u3001\u69d8\u3005\u306a\u5834\u9762\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u306f\u3001\u30b5\u30c3\u30ab\u30fc\u5206\u6790\u306e\u65b0\u305f\u306a\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u3067\u3059\u3002AI\u306f\u3001\u81a8\u5927\u306a\u8a66\u5408\u30c7\u30fc\u30bf\u304b\u3089\u3001\u4eba\u9593\u3067\u306f\u6c17\u3065\u304b\u306a\u3044\u30d1\u30bf\u30fc\u30f3\u3084\u50be\u5411\u3092\u767a\u898b\u3067\u304d\u307e\u3059\u3002\u76f8\u624b\u30c1\u30fc\u30e0\u306e\u6226\u8853\u7684\u306a\u5f31\u70b9\u3001\u9078\u624b\u306e\u75b2\u52b4\u5ea6\u3001\u602a\u6211\u306e\u30ea\u30b9\u30af\u306a\u3069\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002\u307e\u305f\u3001AI\u306f\u3001\u6700\u9069\u306a\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u3001\u9078\u624b\u306e\u7d44\u307f\u5408\u308f\u305b\u3001\u4ea4\u4ee3\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u306a\u3069\u3092\u63d0\u6848\u3067\u304d\u307e\u3059\u3002\u4e00\u90e8\u306e\u30af\u30e9\u30d6\u306f\u3001\u3059\u3067\u306bAI\u3092\u6226\u8853\u5206\u6790\u306b\u6d3b\u7528\u3057\u3066\u304a\u308a\u3001\u4eca\u5f8c\u3055\u3089\u306b\u666e\u53ca\u3059\u308b\u3068\u4e88\u60f3\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u3082\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u9078\u624b\u306eSNS\u6d3b\u52d5\u3001\u79fb\u7c4d\u5e02\u5834\u306e\u52d5\u5411\u3001\u30d5\u30a1\u30f3\u306e\u53cd\u5fdc\u306a\u3069\u3001\u30b5\u30c3\u30ab\u30fc\u306b\u95a2\u9023\u3059\u308b\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u30fb\u5206\u6790\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u3001\u9078\u624b\u7372\u5f97\u3001\u30d5\u30a1\u30f3\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306e\u5411\u4e0a\u306a\u3069\u306b\u6d3b\u7528\u3055\u308c\u307e\u3059\u3002\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5c02\u9580\u5bb6\u306f\u3001\u30b5\u30c3\u30ab\u30fc\u30af\u30e9\u30d6\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u306a\u5b58\u5728\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u591a\u304f\u306e\u30af\u30e9\u30d6\u304c\u30c7\u30fc\u30bf\u5206\u6790\u90e8\u9580\u3092\u8a2d\u7f6e\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3068\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u6d3b\u7528\u306b\u3088\u308a\u3001\u30b5\u30c3\u30ab\u30fc\u306f\u3088\u308a\u79d1\u5b66\u7684\u3067\u6226\u7565\u7684\u306a\u30b9\u30dd\u30fc\u30c4\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
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