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\"\" <\/p>\n

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AI\u9a71\u52a8\u7684\u81ea\u9002\u5e94\u5b66\u4e60\u5e73\u53f0\uff1a\u6253\u9020\u4e13\u5c5e\u5b66\u4e60\u8def\u5f84<\/strong><\/h4>\n

\u81ea\u9002\u5e94\u5b66\u4e60\u5e73\u53f0\uff08Adaptive Learning Platforms, ALP\uff09\u662f\u5f53\u524dAI\u6559\u80b2\u5e94\u7528\u4e2d\u6700\u6210\u719f\u3001\u5f71\u54cd\u6700\u6df1\u8fdc\u7684\u6280\u672f\u4e4b\u4e00\u3002\u8fd9\u4e9b\u5e73\u53f0\u7684\u6838\u5fc3\u662f\u901a\u8fc7\u590d\u6742\u7684\u7b97\u6cd5\uff0c\u5b9e\u65f6\u8ffd\u8e2a\u5e76\u5206\u6790\u5b66\u751f\u7684\u5b66\u4e60\u884c\u4e3a\u3001\u77e5\u8bc6\u638c\u63e1\u7a0b\u5ea6\u3001\u8ba4\u77e5\u6c34\u5e73\u751a\u81f3\u60c5\u7eea\u72b6\u6001\uff0c\u7136\u540e\u52a8\u6001\u8c03\u6574\u6559\u5b66\u5185\u5bb9\u3001\u5b66\u4e60\u8282\u594f\u548c\u4e92\u52a8\u65b9\u5f0f \u3002\u5982\u540c\u4e3a\u6bcf\u4e2a\u5b66\u751f\u914d\u5907\u4e86\u4e00\u4f4d\u6c38\u4e0d\u75b2\u5026\u7684\u79c1\u4eba\u8f85\u5bfc\u5458\uff0c\u6700\u5927\u5316\u6bcf\u4e2a\u4eba\u7684\u5b66\u4e60\u6f5c\u80fd \u3002<\/p>\n

\n

\u5168\u7403\u6210\u529f\u6848\u4f8b\uff1a<\/p>\n

    \n
  • Knewton<\/strong>\uff1a\u7f8e\u56fd\u9886\u5148\u7684\u5b66\u4e60\u5e73\u53f0\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u6784\u5efa\u5b66\u751f\u77e5\u8bc6\u56fe\u8c31<\/li>\n
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  • DreamBox Learning<\/strong>\uff1a\u4e13\u6ce8\u4e8eK-12\u6570\u5b66\uff0c\u521b\u5efa\u81ea\u9002\u5e94\u5b66\u4e60\u65c5\u7a0b<\/li>\n
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    \u667a\u80fd\u8f85\u5bfc\u7cfb\u7edf\uff08Intelligent Tutoring Systems, ITS\uff09\u662fAI\u6559\u80b2\u7684\u53e6\u4e00\u4e2a\u91cd\u8981\u5206\u652f\u3002\u5b83\u662f\u4e00\u79cd\u65e0\u9700\u6559\u5e08\u76f4\u63a5\u5e72\u9884\uff0c\u5373\u53ef\u63d0\u4f9b\u9ad8\u5ea6\u5b9a\u5236\u5316\u6559\u5b66\u5185\u5bb9\u7684\u8ba1\u7b97\u673a\u7a0b\u5e8f\u00a0\u3002ITS\u80fd\u591f\u6a21\u62df\u4e00\u5bf9\u4e00\u4e13\u5bb6\u8f85\u5bfc\u7684\u8fc7\u7a0b\uff0c\u5c24\u5176\u64c5\u957f\u5728\u89e3\u51b3\u590d\u6742\u95ee\u9898\uff08\u5982\u6570\u5b66\u3001\u7f16\u7a0b\uff09\u65f6\u63d0\u4f9b\u5206\u6b65\u6307\u5bfc\u548c\u5373\u65f6\u53cd\u9988\u00a0\u3002\u4f8b\u5982\uff0c\u5f53\u5b66\u751f\u5728\u89e3\u4e00\u9053\u4ee3\u6570\u9898\u65f6\u9047\u5230\u56f0\u96be\uff0cITS\u4e0d\u4ec5\u80fd\u6307\u51fa\u9519\u8bef\uff0c\u8fd8\u80fd\u5206\u6790\u9519\u8bef\u539f\u56e0\uff0c\u5e76\u63d0\u4f9b\u76f8\u5173\u7684\u77e5\u8bc6\u70b9\u8bb2\u89e3\u6216\u5f15\u5bfc\u6027\u63d0\u793a\uff0c\u5e2e\u52a9\u5b66\u751f\u72ec\u7acb\u514b\u670d\u969c\u788d\u3002Carnegie Learning \u548c Content Technologies \u7b49\u516c\u53f8\u90fd\u5728\u8fd9\u4e00\u9886\u57df\u6df1\u8015\u591a\u5e74\u00a0\u3002<\/p>\n

    \u751f\u6210\u5f0fAI\uff1a\u4ece\u77e5\u8bc6\u83b7\u53d6\u5230\u77e5\u8bc6\u5171\u521b<\/strong><\/h4>\n

    \u81ea2023\u5e74\u4ee5\u6765\uff0c\u4ee5ChatGPT\u3001Claude\u3001Gemini\u4e3a\u4ee3\u8868\u7684\u751f\u6210\u5f0fAI\uff08Generative AI\uff09\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u878d\u5165\u8bfe\u5802\uff0c\u5f7b\u5e95\u6539\u53d8\u4e86\u5b66\u751f\u4e0e\u77e5\u8bc6\u4e92\u52a8\u7684\u65b9\u5f0f\u00a0\u3002\u5b83\u4eec\u4e0d\u518d\u4ec5\u4ec5\u662f\u4fe1\u606f\u68c0\u7d22\u5de5\u5177\uff0c\u66f4\u662f\u5f3a\u5927\u7684\u5b66\u4e60\u4f19\u4f34\u548c\u521b\u610f\u50ac\u5316\u5242\u3002<\/p>\n

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    \u8fd1\u5e74\u6765\uff0c\u751f\u6210\u5f0fAI\u6b63\u671d\u7740\u591a\u6a21\u6001\uff08Multimodal\uff09\u65b9\u5411\u53d1\u5c55\uff0c\u5373\u80fd\u591f\u7406\u89e3\u548c\u751f\u6210\u6587\u672c\u3001\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\u7b49\u591a\u79cd\u5f62\u5f0f\u7684\u5185\u5bb9\u00a0\u3002\u591a\u6a21\u6001AI\u80fd\u591f\u521b\u5efa\u66f4\u4e30\u5bcc\u3001\u66f4\u76f4\u89c2\u7684\u6559\u5b66\u6750\u6599\uff0c\u4f8b\u5982\u5c06\u590d\u6742\u7684\u79d1\u5b66\u6982\u5ff5\u8f6c\u5316\u4e3a\u751f\u52a8\u7684\u52a8\u753b\u89c6\u9891\uff0c\u6216\u5c06\u5386\u53f2\u4e8b\u4ef6\u4ee5\u4ea4\u4e92\u5f0f\u6545\u4e8b\u5448\u73b0\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u5b66\u4e60\u7684\u8da3\u5473\u6027\u548c\u6df1\u523b\u6027\u00a0\u3002\u5c3d\u7ba1\u5173\u4e8e\u5176\u6559\u5b66\u6548\u679c\u7684\u5927\u89c4\u6a21\u91cf\u5316\u7814\u7a76\u4ecd\u5728\u8fdb\u884c\u4e2d\uff0c\u4f46\u65e9\u671f\u63a2\u7d22\u5df2\u663e\u793a\u51fa\u5de8\u5927\u6f5c\u529b\u00a0\u3002<\/p>\n

    \u7279\u6b8a\u6559\u80b2\u4e0e\u5fc3\u7406\u5065\u5eb7\uff1aAI\u7684\u5305\u5bb9\u6027\u529b\u91cf<\/strong><\/h4>\n

    AI\u7684\u4e2a\u6027\u5316\u80fd\u529b\u4f7f\u5176\u5728\u7279\u6b8a\u6559\u80b2\u9886\u57df\u5c55\u73b0\u51fa\u72ec\u7279\u7684\u4ef7\u503c\u3002\u5bf9\u4e8e\u6709\u5b66\u4e60\u969c\u788d\uff08\u5982\u9605\u8bfb\u969c\u788d\u3001\u81ea\u95ed\u75c7\u8c31\u7cfb\u969c\u788d\uff09\u7684\u5b66\u751f\uff0cAI\u53ef\u4ee5\u63d0\u4f9b\u91cf\u8eab\u5b9a\u5236\u7684\u8f85\u52a9\u6280\u672f\u548c\u5b66\u4e60\u8def\u5f84\uff0c\u5e2e\u52a9\u4ed6\u4eec\u514b\u670d\u56f0\u96be\uff0c\u66f4\u516c\u5e73\u5730\u53c2\u4e0e\u5b66\u4e60\u8fc7\u7a0b\u00a0\u3002\u4f8b\u5982\uff0cAI\u9a71\u52a8\u7684\u6587\u672c\u8f6c\u8bed\u97f3\u3001\u8bed\u97f3\u8bc6\u522b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u6709\u8bfb\u5199\u56f0\u96be\u7684\u5b66\u751f\uff1b\u81ea\u9002\u5e94\u5b66\u4e60\u8f6f\u4ef6\u53ef\u4ee5\u6839\u636e\u5b66\u751f\u7684\u8ba4\u77e5\u7279\u70b9\u8c03\u6574\u4efb\u52a1\u96be\u5ea6\u548c\u5448\u73b0\u65b9\u5f0f\u00a0\u3002\u4e00\u9879\u9488\u5bf9\u82f1\u56fd500\u540d\u9605\u8bfb\u969c\u788d\u5b66\u751f\u7684\u6848\u4f8b\u7814\u7a76\u663e\u793a\uff0c\u4f7f\u7528AI\u5de5\u5177\u540e\uff0c\u5b66\u751f\u7684\u9605\u8bfb\u7406\u89e3\u80fd\u529b\u548c\u4e66\u9762\u8868\u8fbe\u80fd\u529b\u5206\u522b\u663e\u8457\u63d0\u5347\u4e8623%\u548c19%\u00a0\u3002\u591a\u9879\u5b9e\u8bc1\u7814\u7a76\u4e5f\u8868\u660e\uff0cAI\u5e72\u9884\u5bf9\u7279\u6b8a\u6559\u80b2\u5b66\u751f\u7684\u5b66\u4e1a\u6210\u7ee9\u3001\u53c2\u4e0e\u5ea6\u548c\u793e\u4ea4\u60c5\u611f\u80fd\u529b\u6709\u663e\u8457\u7684\u79ef\u6781\u5f71\u54cd\uff0c\u5176\u6548\u5e94\u91cf\uff08effect size\uff09\u4e5f\u5f97\u5230\u4e86\u7edf\u8ba1\u5b66\u9a8c\u8bc1\u00a0\u3002<\/p>\n

    \u5b66\u751f\u7684\u5fc3\u7406\u5065\u5eb7\u95ee\u9898\u65e5\u76ca\u53d7\u5230\u6559\u80b2\u754c\u7684\u91cd\u89c6\u3002AI\u4e5f\u5f00\u59cb\u5728\u8fd9\u4e00\u9886\u57df\u626e\u6f14\u91cd\u8981\u89d2\u8272\u3002\u901a\u8fc7\u60c5\u611f\u5206\u6790\uff08sentiment analysis\uff09\u6280\u672f\uff0cAI\u7cfb\u7edf\u53ef\u4ee5\u5206\u6790\u5b66\u751f\u7684\u6587\u672c\u3001\u8bed\u97f3\u751a\u81f3\u9762\u90e8\u8868\u60c5\uff0c\u8bc6\u522b\u51fa\u6f5c\u5728\u7684\u538b\u529b\u3001\u7126\u8651\u6216\u6291\u90c1\u8ff9\u8c61\uff0c\u5e76\u53ca\u65f6\u5411\u6559\u5e08\u6216\u5fc3\u7406\u987e\u95ee\u53d1\u51fa\u9884\u8b66 \u3002\u4f8b\u5982\uff0c\u79d1\u5927\u8baf\u98de\u63a8\u51fa\u7684\u201c\u5c0f\u661f\u201dAI\u5fc3\u7406\u4f19\u4f34\uff0c\u80fd\u901a\u8fc7\u4eba\u673a\u5bf9\u8bdd\u8bc6\u522b\u5b66\u751f\u7684\u60c5\u7eea\u95ee\u9898\u5e76\u63d0\u4f9b\u521d\u6b65\u652f\u6301 \u3002AI\u804a\u5929\u673a\u5668\u4eba\uff08Chatbots\uff09\u53ef\u4ee5\u4f5c\u4e3a\u79c1\u5bc6\u3001\u65e0\u538b\u529b\u7684\u503e\u8bc9\u5bf9\u8c61\uff0c\u4e3a\u5b66\u751f\u63d0\u4f9b\u521d\u6b65\u7684\u5fc3\u7406\u758f\u5bfc\u548c\u652f\u6301 \u3002\u7814\u7a76\u8868\u660e\uff0c\u8fd9\u4e9bAI\u9a71\u52a8\u7684\u5e72\u9884\u63aa\u65bd\u5bf9\u5b66\u751f\u7684\u5fc3\u7406\u97e7\u6027\u3001\u52a8\u673a\u548c\u5b66\u4e1a\u8868\u73b0\u5747\u4ea7\u751f\u4e86\u79ef\u6781\u5f71\u54cd\uff0c\u80fd\u591f\u663e\u8457\u6539\u5584\u5b66\u751f\u7684\u5fc3\u7406\u798f\u7949\u548c\u5b66\u4e60\u6210\u679c\u3002<\/p>\n

    \u6559\u5e08\u89d2\u8272\u7684\u6f14\u53d8\uff1a\u4ece\u77e5\u8bc6\u4f20\u6388\u8005\u5230\u5b66\u4e60\u5f15\u5bfc\u8005<\/strong><\/h2>\n

    \u8bb8\u591a\u4eba\u66fe\u62c5\u5fe7AI\u4f1a\u53d6\u4ee3\u6559\u5e08\uff0c\u4f46\u622a\u81f32025\u5e74\u7684\u53d1\u5c55\u8868\u660e\uff0cAI\u66f4\u591a\u626e\u6f14\u7684\u662f\u201c\u589e\u5f3a\u8005\u201d\u548c\u201c\u534f\u4f5c\u8005\u201d\u7684\u89d2\u8272\u3002AI\u6b63\u5728\u5c06\u6559\u5e08\u4ece\u7e41\u7410\u7684\u91cd\u590d\u6027\u52b3\u52a8\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u80fd\u4e13\u6ce8\u4e8e\u66f4\u5177\u521b\u9020\u6027\u3001\u66f4\u5bcc\u4eba\u60c5\u5473\u7684\u6559\u5b66\u5de5\u4f5c\uff0c\u5373\u5f15\u5bfc\u3001\u542f\u53d1\u548c\u6fc0\u52b1\u5b66\u751f\u3002<\/p>\n

    \u81ea\u52a8\u5316\u4e0e\u6548\u7387\u63d0\u5347\uff1a\u89e3\u653e\u6559\u5e08\u7684\u751f\u4ea7\u529b<\/strong><\/h4>\n

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    \u751f\u6210\u5f0fAI\u53ef\u4ee5\u6839\u636e\u6559\u5e08\u8bbe\u5b9a\u7684\u6559\u5b66\u76ee\u6807\u548c\u5b66\u751f\u6c34\u5e73\uff0c\u5feb\u901f\u751f\u6210\u591a\u6837\u5316\u7684\u8bfe\u7a0b\u8ba1\u5212\u3001\u6559\u5b66\u6750\u6599\u3001\u968f\u5802\u6d4b\u9a8c\u548c\u8bc4\u4f30\u6807\u51c6\uff0c\u6210\u4e3a\u6559\u5e08\u5907\u8bfe\u7684\u5f97\u529b\u52a9\u624b \u3002\u8fd9\u79cd\u81ea\u52a8\u5316\u8ba9\u6559\u5e08\u80fd\u5c06\u5b9d\u8d35\u7684\u65f6\u95f4\u548c\u7cbe\u529b\u6295\u5165\u5230\u4e0e\u5b66\u751f\u7684\u76f4\u63a5\u4e92\u52a8\u3001\u8bfe\u7a0b\u8bbe\u8ba1\u521b\u65b0\u548c\u4e2a\u6027\u5316\u8f85\u5bfc\u4e2d\u3002<\/p>\n

    \u6570\u636e\u9a71\u52a8\u7684\u6559\u5b66\u6d1e\u5bdf\uff1a\u5b9e\u73b0\u7cbe\u51c6\u6559\u5b66<\/strong><\/h4>\n

    AI\u7cfb\u7edf\u5728\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u4f1a\u4ea7\u751f\u6d77\u91cf\u7684\u5b66\u4e60\u6570\u636e\u3002\u6570\u636e\u7ecf\u8fc7\u5206\u6790\uff0c\u53ef\u4ee5\u4e3a\u6559\u5e08\u63d0\u4f9b\u524d\u6240\u672a\u6709\u7684\u6559\u5b66\u6d1e\u5bdf\u3002\u6559\u5e08\u53ef\u4ee5\u901a\u8fc7\u6570\u636e\u4eea\u8868\u76d8\u6e05\u6670\u5730\u770b\u5230\u6bcf\u4e2a\u5b66\u751f\u3001\u6bcf\u4e2a\u73ed\u7ea7\u7684\u77e5\u8bc6\u70b9\u638c\u63e1\u60c5\u51b5\u3001\u5b66\u4e60\u8fdb\u5ea6\u3001\u5e38\u89c1\u9519\u8bef\u7c7b\u578b\u4ee5\u53ca\u53c2\u4e0e\u5ea6\u7b49\u4fe1\u606f \u3002\u8fd9\u79cd\u6570\u636e\u9a71\u52a8\u7684\u6d1e\u5bdf\u529b\uff0c\u5e2e\u52a9\u6559\u5e08\u4ece\u51ed\u7ecf\u9a8c\u6559\u5b66\u8f6c\u5411\u7cbe\u51c6\u6559\u5b66\u3002\u6559\u5e08\u53ef\u4ee5\u636e\u6b64\u5feb\u901f\u8bc6\u522b\u51fa\u5b66\u4e60\u56f0\u96be\u7684\u5b66\u751f\u5e76\u8fdb\u884c\u65e9\u671f\u5e72\u9884\uff0c\u6216\u8005\u9488\u5bf9\u73ed\u7ea7\u666e\u904d\u5b58\u5728\u7684\u77e5\u8bc6\u8584\u5f31\u70b9\u8fdb\u884c\u91cd\u70b9\u8bb2\u89e3\uff0c\u4f18\u5316\u6559\u5b66\u7b56\u7565\uff0c\u63d0\u5347\u6574\u4f53\u6559\u5b66\u8d28\u91cf\u3002<\/p>\n

    AI\u8d4b\u80fd\u7684\u6559\u5e08\u4e13\u4e1a\u53d1\u5c55\uff1a\u63d0\u4f9b\u4e2a\u6027\u5316\u6210\u957f\u652f\u6301<\/strong><\/h4>\n

    AI\u4e0d\u4ec5\u6539\u53d8\u5b66\u751f\uff0c\u4e5f\u5728\u6539\u53d8\u6559\u5e08\u81ea\u8eab\u7684\u5b66\u4e60\u4e0e\u53d1\u5c55\u65b9\u5f0f\u3002\u4f20\u7edf\u7684\u6559\u5e08\u57f9\u8bad\u6a21\u5f0f\u5f80\u5f80\u662f\u201c\u4e00\u5200\u5207\u201d\u7684\u8bb2\u5ea7\u6216\u5de5\u4f5c\u574a\uff0c\u96be\u4ee5\u6ee1\u8db3\u6559\u5e08\u7684\u4e2a\u6027\u5316\u9700\u6c42\u3002AI\u9a71\u52a8\u7684\u6559\u5e08\u4e13\u4e1a\u53d1\u5c55\uff08Professional Development, PD\uff09\u5e73\u53f0\u6b63\u5728\u6539\u53d8\u8fd9\u4e00\u73b0\u72b6\u3002<\/p>\n

    \u53ef\u4ee5\u50cf\u8bc4\u4f30\u5b66\u751f\u4e00\u6837\uff0c\u8bc4\u4f30\u6559\u5e08\u7684\u6559\u5b66\u80fd\u529b\u3001\u77e5\u8bc6\u7ed3\u6784\u548c\u4e13\u4e1a\u9700\u6c42\uff0c\u4e3a\u4ed6\u4eec\u63a8\u8350\u5b9a\u5236\u5316\u7684\u5b66\u4e60\u8def\u5f84\u548c\u8d44\u6e90\uff0c\u5982\u5728\u7ebf\u8bfe\u7a0b\u3001\u5fae\u8bc1\u4e66\u6216\u6559\u5b66\u6848\u4f8b \u3002\u66f4\u5177\u53d8\u9769\u6027\u7684\u662fAI\u6559\u5b66\u53cd\u9988\u7cfb\u7edf\u3002<\/p>\n

    \n

    TeachFX<\/strong> \u5e73\u53f0\u53ef\u4ee5\u901a\u8fc7\u5206\u6790\u8bfe\u5802\u5f55\u97f3\uff0c\u91cf\u5316\u6559\u5e08\u7684\u63d0\u95ee\u6280\u5de7\u3001\u5b66\u751f\u53d1\u8a00\u65f6\u95f4\u3001\u7b49\u5f85\u65f6\u95f4\u7b49\u5173\u952e\u4e92\u52a8\u6307\u6807\uff0c\u751f\u6210\u4e00\u4efd\u8be6\u7ec6\u7684\u5206\u6790\u62a5\u544a\uff0c\u4e3a\u6559\u5e08\u63d0\u4f9b\u5ba2\u89c2\u3001\u79c1\u5bc6\u3001\u65e0\u504f\u89c1\u7684\u53cd\u9988\u3002<\/p>\n<\/blockquote>\n

    \u6559\u5e08\u53ef\u4ee5\u636e\u6b64\u53cd\u601d\u548c\u6539\u8fdb\u81ea\u5df1\u7684\u6559\u5b66\u5b9e\u8df5\u3002\u6709\u7814\u7a76\u663e\u793a\uff0c\u63a5\u53d7AI\u8f85\u5bfc\u7684\u6559\u5e08\u5728\u8bfe\u5802\u7ba1\u7406\u6280\u80fd\u3001\u5b66\u751f\u53c2\u4e0e\u5ea6\u548c\u6559\u5b66\u7b56\u7565\u5b9e\u65bd\u7b49\u65b9\u9762\u5747\u6709\u663e\u8457\u63d0\u5347\uff0c\u63d0\u5347\u5e45\u5ea6\u5206\u522b\u8fbe\u523040%\u300134%\u548c28%\u00a0\u3002<\/p>\n

    \"\" <\/p>\n

    \u6559\u80b2\u8bc4\u4f30\u4e0e\u7ba1\u7406\u7684\u7cfb\u7edf\u6027\u53d8\u9769<\/strong><\/h2>\n

    AI\u7684\u5f71\u54cd\u8d85\u8d8a\u4e86\u4e2a\u4f53\u5b66\u751f\u548c\u6559\u5e08\uff0c\u6b63\u4ece\u5b8f\u89c2\u5c42\u9762\u63a8\u52a8\u6559\u80b2\u8bc4\u4f30\u4f53\u7cfb\u548c\u884c\u653f\u7ba1\u7406\u7684\u7cfb\u7edf\u6027\u53d8\u9769\uff0c\u63d0\u5347\u6574\u4e2a\u6559\u80b2\u751f\u6001\u7684\u6548\u7387\u4e0e\u8d28\u91cf\u3002<\/p>\n

    \u667a\u80fd\u8bc4\u4f30\u4e0e\u5373\u65f6\u53cd\u9988\uff1a\u91cd\u5851\u8bc4\u4ef7\u4f53\u7cfb<\/strong><\/h4>\n

    \u4f20\u7edf\u7684\u6559\u80b2\u8bc4\u4f30\u591a\u4ee5\u671f\u672b\u8003\u8bd5\u7b49\u7ec8\u7ed3\u6027\u8bc4\u4ef7\uff08summative assessment\uff09\u4e3a\u4e3b\uff0c\u4fa7\u91cd\u4e8e\u5bf9\u5b66\u4e60\u7ed3\u679c\u7684\u8bc4\u5224\uff0c\u4f46\u5bf9\u5b66\u4e60\u8fc7\u7a0b\u7684\u6307\u5bfc\u6709\u9650\u3002AI\u6280\u672f\u6b63\u5728\u63a8\u52a8\u8bc4\u4f30\u6a21\u5f0f\u5411\u5f62\u6210\u6027\u8bc4\u4ef7\uff08formative assessment\uff09\u8f6c\u53d8\u3002AI\u53ef\u4ee5\u5728\u6574\u4e2a\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u5d4c\u5165\u65e0\u5904\u4e0d\u5728\u7684\u3001\u4f4e\u5229\u5bb3\u5173\u7cfb\u7684\u8bc4\u4f30\u73af\u8282\u3002<\/p>\n

    AI\u5728\u9ad8\u7b49\u6559\u80b2\u7ba1\u7406\u4e2d\u7684\u5e94\u7528\uff1a\u63d0\u5347\u8fd0\u8425\u6548\u7387<\/strong><\/h4>\n

    \u5728\u7ed3\u6784\u590d\u6742\u3001\u6d41\u7a0b\u7e41\u7410\u7684\u9ad8\u7b49\u6559\u80b2\u9886\u57df\uff0cAI\u5728\u884c\u653f\u7ba1\u7406\u65b9\u9762\u7684\u5e94\u7528\u6b63\u91ca\u653e\u51fa\u5de8\u5927\u6f5c\u529b\u3002\u4ece\u62db\u751f\u5f55\u53d6\u5230\u8bfe\u7a0b\u5b89\u6392\uff0c\u4ece\u8d44\u6e90\u5206\u914d\u5230\u5b66\u751f\u670d\u52a1\uff0cAI\u90fd\u5728\u4f18\u5316\u6d41\u7a0b\uff0c\u63d0\u5347\u6548\u7387\u00a0\u3002<\/p>\n

    \n

    \u9ad8\u6821AI\u5e94\u7528\u6848\u4f8b\uff1a<\/p>\n

      \n
    • \u4e9a\u5229\u6851\u90a3\u5dde\u7acb\u5927\u5b66<\/strong>\uff1a\u5229\u7528AI\u9a71\u52a8\u7684\u7cfb\u7edf\u5904\u7406\u6d77\u91cf\u5165\u5b66\u7533\u8bf7\uff0c\u81ea\u52a8\u5b8c\u6210\u521d\u6b65\u7b5b\u9009\u548c\u6750\u6599\u5ba1\u6838<\/li>\n
    • \u4f50\u6cbb\u4e9a\u5dde\u7acb\u5927\u5b66<\/strong>\uff1a\u90e8\u7f72\u201dPounce\u201dAI\u804a\u5929\u673a\u5668\u4eba\uff0c\u63d0\u4f9b7\u00d724\u5c0f\u65f6\u54a8\u8be2\u670d\u52a1\uff0c\u663e\u8457\u63d0\u9ad8\u5165\u5b66\u7387<\/li>\n<\/ul>\n<\/blockquote>\n

      AI\u9a71\u52a8\u7684\u6559\u80b2\u79d1\u7814\uff1a\u52a0\u901f\u77e5\u8bc6\u521b\u65b0<\/strong><\/h4>\n

      AI\u540c\u6837\u5728\u8d4b\u80fd\u6559\u80b2\u9886\u57df\u7684\u7814\u7a76\u5de5\u4f5c\u3002\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u5229\u7528AI\u5de5\u5177\u5bf9\u5927\u89c4\u6a21\u6559\u80b2\u6570\u636e\u8fdb\u884c\u6df1\u5ea6\u6316\u6398\uff0c\u53d1\u73b0\u4f20\u7edf\u65b9\u6cd5\u96be\u4ee5\u63ed\u793a\u7684\u590d\u6742\u5b66\u4e60\u89c4\u5f8b\u548c\u5f71\u54cd\u56e0\u7d20\u3002AI\u8fd8\u80fd\u8f85\u52a9\u6784\u5efa\u77e5\u8bc6\u56fe\u8c31\u3001\u8fdb\u884c\u6587\u732e\u7efc\u8ff0\u3001\u5206\u6790\u5b9e\u9a8c\u6570\u636e\uff0c\u4ece\u800c\u663e\u8457\u63d0\u5347\u7814\u7a76\u6548\u7387\uff0c\u52a0\u901f\u6559\u80b2\u7406\u8bba\u4e0e\u5b9e\u8df5\u7684\u521b\u65b0\u00a0\u3002<\/p>\n

      \u5168\u7403\u89c6\u91ce\u4e0b\u7684AI\u6559\u80b2\uff1a\u5e02\u573a\u3001\u653f\u7b56\u4e0e\u6311\u6218<\/strong><\/h2>\n

      AI\u6559\u80b2\u7684\u53d8\u9769\u5e76\u975e\u5b64\u7acb\u53d1\u751f\uff0c\u800c\u662f\u5728\u5168\u7403\u5316\u7684\u5e02\u573a\u7ade\u4e89\u3001\u653f\u7b56\u5f15\u5bfc\u548c\u4f26\u7406\u535a\u5f08\u4e2d\u6f14\u8fdb\u3002\u7406\u89e3\u5176\u5b8f\u89c2\u80cc\u666f\uff0c\u5bf9\u4e8e\u628a\u63e1\u672a\u6765\u65b9\u5411\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

      \u56fd\u9645\u653f\u7b56\u4e0e\u6cbb\u7406\u6846\u67b6\uff1a\u5bfb\u6c42\u4f26\u7406\u5171\u8bc6<\/strong><\/h4>\n

      \u968f\u7740AI\u5728\u6559\u80b2\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u5176\u5e26\u6765\u7684\u4f26\u7406\u548c\u6cbb\u7406\u95ee\u9898\u4e5f\u65e5\u76ca\u51f8\u663e\u3002\u8054\u5408\u56fd\u6559\u79d1\u6587\u7ec4\u7ec7\uff08UNESCO\uff09\u7b49\u56fd\u9645\u7ec4\u7ec7\u5728\u63a8\u52a8\u5168\u7403\u5171\u8bc6\u65b9\u9762\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002UNESCO\u4e8e2021\u5e74\u53d1\u5e03\u7684\u00a0\u300a\u4eba\u5de5\u667a\u80fd\u4f26\u7406\u95ee\u9898\u5efa\u8bae\u4e66\u300b<\/strong>\u00a0\u548c\u00a0\u300a\u4eba\u5de5\u667a\u80fd\u4e0e\u6559\u80b2\uff1a\u653f\u7b56\u5236\u5b9a\u8005\u6307\u5357\u300b<\/strong> \u7b49\u6587\u4ef6\uff0c\u4e3a\u5404\u56fd\u5236\u5b9a\u76f8\u5173\u653f\u7b56\u63d0\u4f9b\u4e86\u91cd\u8981\u7684\u6307\u5bfc\u6846\u67b6 \u3002\u8fd9\u4e9b\u6846\u67b6\u666e\u904d\u5f3a\u8c03\u4ee5\u4eba\u4e3a\u672c\u3001\u516c\u5e73\u5305\u5bb9\u3001\u900f\u660e\u53ef\u91ca\u3001\u5b89\u5168\u53ef\u9760\u7b49\u6838\u5fc3\u539f\u5219\uff0c\u786e\u4fddAI\u6280\u672f\u7684\u53d1\u5c55\u80fd\u591f\u670d\u52a1\u4e8e\u5168\u4eba\u7c7b\u7684\u5171\u540c\u5229\u76ca\uff0c\u4fc3\u8fdb\u6559\u80b2\u516c\u5e73\u4e0e\u8d28\u91cf\u7684\u63d0\u5347\u3002<\/p>\n

      \u4e9a\u592a\u5730\u533a\u7684\u5b9e\u8df5\u4e0e\u63a2\u7d22\uff1a\u5f15\u9886\u53d1\u5c55\u6d6a\u6f6e<\/strong><\/h4>\n

      \u5728\u5168\u7403AI\u6559\u80b2\u7684\u7248\u56fe\u4e2d\uff0c\u4e9a\u592a\u5730\u533a\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\uff0c\u591a\u4e2a\u56fd\u5bb6\u5df2\u8d70\u5728\u4e16\u754c\u524d\u5217\u00a0\u3002<\/p>\n

        \n
      • \u4e2d\u56fd<\/strong>\u00a0\u5c06AI\u6559\u80b2\u63d0\u5347\u5230\u56fd\u5bb6\u6218\u7565\u9ad8\u5ea6\uff0c\u81ea2022\u5e744\u6708\u8d77\uff0cAI\u76f8\u5173\u5185\u5bb9\u5df2\u6b63\u5f0f\u7eb3\u5165\u4e2d\u5c0f\u5b66\u56fd\u5bb6\u8bfe\u7a0b\uff0c\u9884\u8ba1\u8986\u76d6\u8d85\u8fc71.58\u4ebf\u5b66\u751f\u00a0\u3002<\/li>\n
      • \u65b0\u52a0\u5761<\/strong>\u00a0\u5c06AI\u4f5c\u4e3a\u5176\u201c\u667a\u6167\u56fd\u5bb6\u201d\u6218\u7565\u7684\u6838\u5fc3\uff0c\u5927\u529b\u63a8\u52a8\u5168\u6c11AI\u7d20\u517b\u6559\u80b2\uff0c\u5e76\u542f\u52a8\u4e86\u591a\u9879AI\u6559\u80b2\u8bd5\u70b9\u9879\u76ee\u00a0\u3002<\/li>\n
      • \u97e9\u56fd<\/strong>\u00a0\u5219\u91c7\u53d6\u201c\u81ea\u4e0a\u800c\u4e0b\u201d\u4e0e\u201c\u81ea\u4e0b\u800c\u4e0a\u201d\u76f8\u7ed3\u5408\u7684\u7b56\u7565\uff0c\u5176\u63a8\u51fa\u7684\u82f1\u8bed\u53e3\u8bed\u7ec3\u4e60\u804a\u5929\u673a\u5668\u4eba\u201cAI PengTalk\u201d\u5728\u8bd5\u70b9\u9879\u76ee\u4e2d\u53d6\u5f97\u4e86\u79ef\u6781\u6210\u6548\uff0c\u6709\u6548\u51cf\u8f7b\u4e86\u6559\u5e08\u8d1f\u62c5\u5e76\u63d0\u5347\u4e86\u5b66\u751f\u6210\u7ee9\u00a0\u3002<\/li>\n<\/ul>\n

        AI\u6559\u80b2\u9762\u4e34\u7684\u91cd\u5927\u6311\u6218\u4e0e\u4f26\u7406\u56f0\u5883<\/strong><\/h4>\n

        \u5728\u62e5\u62b1AI\u5e26\u6765\u7684\u673a\u9047\u7684\u540c\u65f6\uff0c\u6211\u4eec\u5fc5\u987b\u6e05\u9192\u5730\u8ba4\u8bc6\u5e76\u5e94\u5bf9\u5176\u5e26\u6765\u7684\u4e25\u5cfb\u6311\u6218\u3002<\/p>\n

          \n
        • \u6570\u636e\u9690\u79c1\u4e0e\u5b89\u5168\uff1a<\/strong>\u00a0AI\u7cfb\u7edf\u7684\u8fd0\u884c\u4f9d\u8d56\u4e8e\u6d77\u91cf\u7684\u5b66\u751f\u6570\u636e\uff0c\u8fd9\u5f15\u53d1\u4e86\u5bf9\u6570\u636e\u6ee5\u7528\u3001\u8fc7\u5ea6\u76d1\u63a7\u548c\u9690\u79c1\u6cc4\u9732\u7684\u4e25\u91cd\u62c5\u5fe7\u00a0\u3002\u5982\u4f55\u5efa\u7acb\u5065\u5168\u7684\u6570\u636e\u6cbb\u7406\u6846\u67b6\uff0c\u786e\u4fdd\u5b66\u751f\u6570\u636e\u7684\u5b89\u5168\u548c\u5408\u4e4e\u4f26\u7406\u7684\u4f7f\u7528\uff0c\u662f\u6240\u6709\u6559\u80b2\u673a\u6784\u5fc5\u987b\u9762\u5bf9\u7684\u9996\u8981\u95ee\u9898\u3002<\/li>\n
        • \u7b97\u6cd5\u504f\u89c1\u4e0e\u6559\u80b2\u516c\u5e73\uff1a<\/strong>\u00a0\u5982\u679c\u7528\u4e8e\u8bad\u7ec3AI\u6a21\u578b\u7684\u6570\u636e\u672c\u8eab\u5b58\u5728\u504f\u89c1\uff08\u5982\u6027\u522b\u3001\u79cd\u65cf\u3001\u793e\u4f1a\u7ecf\u6d4e\u5730\u4f4d\u7b49\u65b9\u9762\u7684\u504f\u89c1\uff09\uff0c\u90a3\u4e48AI\u7cfb\u7edf\u53ef\u80fd\u4f1a\u590d\u5236\u751a\u81f3\u653e\u5927\u8fd9\u4e9b\u504f\u89c1\uff0c\u4ece\u800c\u5bf9\u5f31\u52bf\u7fa4\u4f53\u5b66\u751f\u9020\u6210\u4e0d\u516c\uff0c\u52a0\u5267\u6559\u80b2\u4e0d\u5e73\u7b49\u00a0\u3002<\/li>\n
        • \u6570\u5b57\u9e3f\u6c9f\uff1a<\/strong>\u00a0AI\u5de5\u5177\u548c\u9ad8\u8d28\u91cf\u6570\u5b57\u8d44\u6e90\u7684\u83b7\u53d6\u4e0d\u5747\uff0c\u53ef\u80fd\u5728\u4e0d\u540c\u5730\u533a\u3001\u4e0d\u540c\u793e\u4f1a\u9636\u5c42\u4e4b\u95f4\u5f62\u6210\u65b0\u7684\u6570\u5b57\u9e3f\u6c9f\uff0c\u4f7f\u5f97\u672c\u5c31\u5904\u4e8e\u52a3\u52bf\u7684\u5b66\u751f\u66f4\u52a0\u8fb9\u7f18\u5316\u00a0\u3002\u5728\u7f51\u7edc\u5e26\u5bbd\u4e0d\u8db3\u6216\u65e0\u6cd5\u63a5\u5165\u4e92\u8054\u7f51\u7684\u73af\u5883\u4e2d\uff0c\u5982\u4f55\u90e8\u7f72\u6709\u6548\u7684AI\u6559\u80b2\u5de5\u5177\uff0c\u662f\u4e00\u4e2a\u4e9f\u5f85\u89e3\u51b3\u7684\u6280\u672f\u548c\u516c\u5e73\u95ee\u9898\u00a0\u3002<\/li>\n
        • \u4eba\u673a\u5173\u7cfb\u4e0e\u6838\u5fc3\u7d20\u517b\uff1a<\/strong>\u00a0\u8fc7\u5ea6\u4f9d\u8d56AI\u53ef\u80fd\u524a\u5f31\u5b66\u751f\u81ea\u8eab\u7684\u6279\u5224\u6027\u601d\u7ef4\u3001\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u548c\u521b\u9020\u529b\u3002\u540c\u65f6\uff0c\u6559\u80b2\u4e0d\u4ec5\u662f\u77e5\u8bc6\u7684\u4f20\u9012\uff0c\u66f4\u662f\u793e\u4f1a\u60c5\u611f\u80fd\u529b\u7684\u57f9\u517b\u3002\u5982\u4f55\u5e73\u8861AI\u7684\u9ad8\u6548\u4e0e\u4eba\u7c7b\u6559\u5e08\u7684\u60c5\u611f\u5173\u6000\uff0c\u907f\u514d\u6280\u672f\u524a\u5f31\u6559\u80b2\u7684\u4eba\u6587\u5185\u6838\uff0c\u662f\u4e00\u4e2a\u6df1\u523b\u7684\u54f2\u5b66\u548c\u5b9e\u8df5\u547d\u9898\u00a0\u3002<\/li>\n
        • \u900f\u660e\u5ea6\u4e0e\u95ee\u8d23\u5236\uff1a<\/strong>\u00a0\u8bb8\u591aAI\u7b97\u6cd5\u5982\u540c\u4e00\u4e2a\u201c\u9ed1\u7bb1\u201d\uff0c\u5176\u51b3\u7b56\u8fc7\u7a0b\u96be\u4ee5\u89e3\u91ca\uff0c\u8fd9\u7ed9\u95ee\u8d23\u5e26\u6765\u4e86\u56f0\u96be\u00a0\u3002\u5f53AI\u7cfb\u7edf\u505a\u51fa\u9519\u8bef\u7684\u8bc4\u4f30\u6216\u63a8\u8350\u65f6\uff0c\u8d23\u4efb\u5e94\u7531\u8c01\u6765\u627f\u62c5\uff1f\u5efa\u7acb\u900f\u660e\u3001\u53ef\u89e3\u91ca\u4e14\u8d1f\u8d23\u4efb\u7684AI\u7cfb\u7edf\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<\/ul>\n

          \u8fc8\u5411\u4eba\u673a\u534f\u540c\u7684\u6559\u80b2\u65b0\u751f\u6001<\/strong><\/h2>\n

          \u4eba\u5de5\u667a\u80fd\u5bf9\u6559\u80b2\u7684\u6539\u53d8\u662f\u6df1\u523b\u4e14\u4e0d\u53ef\u9006\u8f6c\u7684\u3002\u6b63\u5728\u5c06\u6559\u80b2\u4ece\u5de5\u4e1a\u65f6\u4ee3\u7684\u6807\u51c6\u5316\u6a21\u5f0f\uff0c\u63a8\u5411\u4e00\u4e2a\u9ad8\u5ea6\u4e2a\u6027\u5316\u3001\u6570\u636e\u9a71\u52a8\u3001\u7ec8\u8eab\u5b66\u4e60\u7684\u65b0\u7eaa\u5143\u3002\u5728\u8fd9\u573a\u53d8\u9769\u4e2d\uff0c\u5b66\u751f\u7684\u5b66\u4e60\u4f53\u9a8c\u53d8\u5f97\u524d\u6240\u672a\u6709\u7684\u4e30\u5bcc\u548c\u9ad8\u6548\uff1b\u6559\u5e08\u7684\u89d2\u8272\u88ab\u91cd\u65b0\u5b9a\u4e49\uff0c\u4ece\u77e5\u8bc6\u7684\u704c\u8f93\u8005\u5347\u534e\u4e3a\u5b66\u751f\u6210\u957f\u7684\u8d4b\u80fd\u8005\u548c\u5f15\u5bfc\u8005\uff1b\u6559\u80b2\u7ba1\u7406\u4e5f\u53d8\u5f97\u66f4\u52a0\u667a\u80fd\u548c\u9ad8\u6548\u3002<\/p>\n

          \u5fc5\u987b\u660e\u786e\uff0c\u6280\u672f\u672c\u8eab\u5e76\u975e\u76ee\u7684\uff0c\u6559\u80b2\u7684\u6700\u7ec8\u76ee\u6807\u59cb\u7ec8\u662f\u4eba\u7684\u5168\u9762\u53d1\u5c55\u3002AI\u5728\u6559\u80b2\u4e2d\u7684\u6700\u4f73\u5e94\u7528\u6a21\u5f0f\uff0c\u7edd\u975e\u662f\u53d6\u4ee3\u4eba\u7c7b\u6559\u5e08\uff0c\u662f\u4e00\u79cd\u6df1\u5ea6\u7684\u4eba\u673a\u534f\u540c\u3002AI\u64c5\u957f\u5904\u7406\u6570\u636e\u3001\u91cd\u590d\u6027\u4efb\u52a1\u548c\u77e5\u8bc6\u4f20\u9012\uff0c\u800c\u4eba\u7c7b\u6559\u5e08\u5219\u5728\u6fc0\u53d1\u60c5\u611f\u3001\u57f9\u517b\u4ef7\u503c\u89c2\u3001\u542f\u8fea\u667a\u6167\u548c\u5851\u9020\u54c1\u683c\u65b9\u9762\u62e5\u6709\u4e0d\u53ef\u66ff\u4ee3\u7684\u4ef7\u503c\u3002<\/p>\n

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          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ALP\uff09\u662f\u5f53\u524dAI\u6559\u80b2\u5e94\u7528\u4e2d\u6700\u6210\u719f\u3001\u5f71\u54cd\u6700\u6df1\u8fdc\u7684\u6280\u672f\u4e4b\u4e00\u3002\u8fd9\u4e9b\u5e73\u53f0\u7684\u6838\u5fc3\u662f\u901a\u8fc7\u590d\u6742\u7684\u7b97\u6cd5\uff0c\u5b9e\u65f6\u8ffd\u8e2a\u5e76\u5206\u6790\u5b66\u751f\u7684\u5b66\u4e60\u884c\u4e3a\u3001\u77e5\u8bc6\u638c\u63e1\u7a0b\u5ea6\u3001\u8ba4\u77e5\u6c34\u5e73\u751a\u81f3\u60c5\u7eea\u72b6\u6001\uff0c\u7136\u540e\u52a8\u6001\u8c03\u6574\u6559\u5b66\u5185\u5bb9\u3001\u5b66\u4e60\u8282\u594f\u548c\u4e92\u52a8\u65b9\u5f0f \u3002\u5982\u540c\u4e3a\u6bcf\u4e2a\u5b66\u751f\u914d\u5907\u4e86\u4e00\u4f4d\u6c38\u4e0d\u75b2\u5026\u7684\u79c1\u4eba\u8f85\u5bfc\u5458\uff0c\u6700\u5927\u5316\u6bcf\u4e2a\u4eba\u7684\u5b66\u4e60\u6f5c\u80fd \u3002 \u5168\u7403\u6210\u529f\u6848\u4f8b\uff1a Knewton\uff1a\u7f8e\u56fd\u9886\u5148\u7684\u5b66\u4e60\u5e73\u53f0\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u6784\u5efa\u5b66\u751f\u77e5\u8bc6\u56fe\u8c31 \u4e42\u5b66\u6559\u80b2-\u677e\u9f20AI\uff1a\u4e2d\u56fdK12\u6570\u5b66\u9886\u57df\u7684\u884c\u4e1a\u5148\u9a71\uff0c\u4e2a\u6027\u5316\u5185\u5bb9\u63a8\u8350\u4e13\u5bb6 DreamBox Learning\uff1a\u4e13\u6ce8\u4e8eK-12\u6570\u5b66\uff0c\u521b\u5efa\u81ea\u9002\u5e94\u5b66\u4e60\u65c5\u7a0b Carnegie Learning\u2019s MATHia\uff1a\u63d0\u4f9b\u7cbe\u51c6\u4e2a\u6027\u5316\u652f\u6301\uff0c\u957f\u671f\u4f7f\u7528\u5b66\u751f\u6570\u5b66\u6d4b\u8bd5\u5e73\u5747\u63d0\u9ad88%-12% \u5927\u91cf\u7684\u5143\u5206\u6790\uff08meta-analysis\uff09\u7814\u7a76\u4e5f\u4e3a\u81ea\u9002\u5e94\u5b66\u4e60\u7684\u6709\u6548\u6027\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u8bc1\u636e\u3002\u4e00\u9879\u6db5\u76d645\u9879\u72ec\u7acb\u7814\u7a76\u7684\u5143\u5206\u6790\u53d1\u73b0\uff0cAI\u9a71\u52a8\u7684\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u5bf9\u5b66\u751f\u7684\u8ba4\u77e5\u5b66\u4e60\u6210\u679c\u5177\u6709\u201c\u4e2d\u7b49\u5230\u5927\u201d\u7684\u6b63\u5411\u6548\u5e94\u91cf\u00a0\u3002\u53e6\u4e00\u98792024\u5e74\u7684\u5143\u5206\u6790\u540c\u6837\u8868\u660e\uff0cAI\u8f85\u52a9\u7684\u4e2a\u6027\u5316\u5b66\u4e60\u5bf9\u5b66\u751f\u7684\u5b66\u4e60\u6210\u679c\u6709\u201c\u4e2d\u7b49\u6b63\u5411\u6548\u5e94\u201d\uff08\u7efc\u5408\u6548\u5e94\u91cf\u4e3a0.490\uff0cp < 0.001\uff09\u3002\u8fd9\u4e9b\u7814\u7a76\u5171\u540c\u8bc1\u660e\uff0cAI\u9a71\u52a8\u7684\u4e2a\u6027\u5316\u5b66\u4e60\u4e0d\u4ec5\u80fd\u63d0\u9ad8\u5b66\u751f\u7684\u5b66\u4e1a\u8868\u73b0\u548c\u53c2\u4e0e\u5ea6\uff0c\u8fd8\u80fd\u6709\u6548\u7f29\u5c0f\u5b66\u4e1a\u5dee\u8ddd\uff0c\u63d0\u5347\u6574\u4f53\u5b66\u4e60\u6548\u7387\u00a0\u3002 \u667a\u80fd\u8f85\u5bfc\u7cfb\u7edf\uff1a\u5168\u5929\u5019\u7684\u865a\u62df\u5bfc\u5e08 \u667a\u80fd\u8f85\u5bfc\u7cfb\u7edf\uff08Intelligent Tutoring Systems, 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