\u4e13\u680f\u5bfc\u8bfb<\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\n
\n
AIGC\u65f6\u4ee3\u7684\u7ffb\u8bd1\u6559\u80b2<\/span><\/strong><\/section>\n
\n
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<\/section>\n<\/section>\n<\/section>\n
\n
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\n
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\n<\/section>\n<\/section>\n
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\u672c\u516c\u4f17\u53f7\u9646\u7eed\u8f6c\u8f7d\u672c\u4e13\u680f\u7684\u6587\u7ae0\uff0c\u4e0b\u9762\u4e3a\u672c\u4e13\u680f\u7684\u7b2c\u4e09\u7bc7\u6587\u7ae0\uff1a<\/span><\/p>\n
\u00a0<\/strong><\/p>\n
\u539f\u6587\u520a\u767b<\/strong>\u00a0|\u00a0\u9093\u519b\u6d9b,\u5218\u5a49<\/span>.<\/span>AIGC \u65f6\u4ee3\u7684\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe:\u53d8\u9769\u3001\u6311\u6218\u4e0e\u5bf9\u7b56[J].\u5317\u4eac\u7ffb\u8bd1,2024,2(01).<\/span><\/p>\n
\u00a0<\/span><\/p>\n
\u00a0<\/span><\/p>\n
AIGC \u65f6\u4ee3\u7684\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe:\u53d8\u9769\u3001\u6311\u6218\u4e0e\u5bf9\u7b56<\/p>\n
\u9093\u519b\u6d9b\u00a0 \u00a0\u5218 \u5a49<\/p>\n
(\u6b66\u6c49\u5de5\u7a0b\u5927\u5b66)<\/p>\n<\/section>\n
\n
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\u3010\u5173\u952e\u8bcd\u3011\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff1b\u7ffb\u8bd1\u6559\u5b66\uff1b\u8d44\u6e90\u5efa\u8bbe\uff1b\u6311\u6218\u4e0e\u5bf9\u7b56<\/p>\n
_______________<\/p>\n
\u2460 \u672c\u6587\u7cfb 2024\u5e74\u5ea6\u6559\u80b2\u90e8\u4eba\u6587\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u4e00\u822c\u9879\u76ee\u201c\u6b27\u6d32\u53e3\u8bd1\u6559\u80b2\u4fe1\u606f\u5316\u53d1\u5c55\u8fdb\u7a0b\u4e0e\u542f\u793a\u7814\u7a76\u201d\uff0c(\u9879\u76ee\u7f16\u53f7,24YJA740013)\u7684\u76f8\u5173\u6210\u679c\u3002<\/span><\/p>\n
@ \u9093\u519b\u6d9b\uff0c\u535a\u58eb\uff0c\u6b66\u6c49\u5de5\u7a0b\u5927\u5b66\u5916\u8bed\u5b66\u9662\u6559\u6388\uff0c\u7814\u7a76\u65b9\u5411\u4e3a\u7ffb\u8bd1\u6280\u672f\u3001\u53e3\u8bd1\u6559\u80b2\u4fe1\u606f\u5316\u3002<\/span><\/p>\n
\u2462 \u5218\u5a49\uff0c\u6b66\u6c49\u5de5\u7a0b\u5927\u5b66\u5916\u8bed\u5b66\u9662\u7855\u58eb\u7814\u7a76\u751f\uff0c\u7814\u7a76\u65b9\u5411\u4e3a\u7ffb\u8bd1\u6280\u672f\u3002<\/span><\/p>\n<\/section>\n
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\u5f15\u8a00<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
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1<\/strong><\/p>\n<\/section>\n
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AIGC\u65f6\u4ee3\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u7684\u53d8\u9769<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u5f53\u524d\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5f15\u53d1\u4e86\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u7684\u7a7a\u524d\u53d8\u9769\u3002\u5c31\u751f\u4ea7\u4e3b\u4f53\u800c\u8a00\uff0c\u76f8\u8f83\u4e8e\u4e13\u4e1a\u751f\u6210\u5185\u5bb9\uff08PGC\uff09\u548c\u7528\u6237\u751f\u6210\u5185\u5bb9\uff08UGC\uff09\uff0cAIGC\u6700\u5927\u7684\u4e0d\u540c\u5c31\u662f\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u9a71\u52a8\u673a\u5668\u521b\u4f5c\u5185\u5bb9\uff0c\u5177\u6709\u5927\u6a21\u578b\u3001\u591a\u6a21\u6001\u548c\u865a\u5b9e\u5171\u751f\u7b49\u7279\u5f81\uff0c\u5f3a\u8c03\u5185\u5bb9\u751f\u4ea7\u65b9\u5f0f\u7684\u591a\u5143\u5316\u4e0e\u5185\u5bb9\u751f\u4ea7\u4f53\u7cfb\u7684\u5065\u5168\u5316\u3002\u5728AIGC\u65f6\u4ee3\uff0c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5728\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u4e2d\u5c06\u53d1\u6325\u66f4\u4e3a\u591a\u5143\u7684\u529f\u80fd\uff0c\u4ee5\u5f80\u7eaf\u4eba\u5de5\u6216\u4ee5\u4eba\u5de5\u4e3a\u4e3b\u7684\u8d44\u6e90\u751f\u4ea7\u4e3b\u4f53\u683c\u5c40\u5c06\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5f97\u5230\u6539\u53d8\uff0c\u7ffb\u8bd1\u6559\u5b66\u4e3b\u4f53\u5c06\u53c2\u4e0e\u5230\u66f4\u591a\u521b\u9020\u6027\u548c\u590d\u6742\u6027\u7684\u8d44\u6e90\u5efa\u8bbe\u4e4b\u4e2d\u3002\u5c31\u751f\u4ea7\u65b9\u5f0f\u800c\u8a00\uff0c\u57fa\u4e8e\u4eba\u673a\u5bf9\u8bdd\u7684\u95ee\u7b54\u5f0f\u3001\u6307\u4ee4\u5f0f\u4eba\u673a\u4ea4\u4e92\u65b9\u5f0f\u6210\u4e3a\u50ac\u751f\u6559\u5b66\u8d44\u6e90\u7684\u91cd\u8981\u9014\u5f84\uff0c\u6559\u5b66\u4e3b\u4f53\u901a\u8fc7\u8f93\u5165\u3001\u8c03\u6574\u548c\u53d8\u6362\u63d0\u793a\u8bcd\uff0cAIGC\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u548c\u7b97\u6cd5\uff0c\u52a0\u4e0a\u7b2c\u4e09\u65b9\u63d2\u4ef6\u7684\u6df7\u5408\u5f0f\u5e94\u7528\uff0c\u6781\u5927\u63d0\u5347\u5185\u5bb9\u751f\u4ea7\u529b\uff0c\u5f62\u6210\u201c\u5927\u8bed\u8a00\u6a21\u578b+\u573a\u666f\u201d\u7684\u6570\u5b57\u5316\u5185\u5bb9\u751f\u4ea7\u65b9\u5f0f\uff0c\u751f\u6210\u7528\u6237\u6240\u9700\u7684\u4e2a\u6027\u5316\u8d44\u6e90\uff0c\u4ea7\u751f\u8f83\u9ad8\u7684\u5b66\u4e60\u6536\u76ca\u3002\u5c31\u751f\u6210\u5185\u5bb9\u800c\u8a00\uff0c\u80cc\u666f\u4fe1\u606f\u8d44\u6e90\u3001\u8de8\u5b66\u79d1\u884c\u4e1a\u77e5\u8bc6\u8d44\u6e90\u3001\u673a\u5668\u7ffb\u8bd1\u8bd1\u6587\u8d44\u6e90\u3001\u591a\u8bed\u79cd\u5e73\u884c\u8bed\u6599\u8d44\u6e90\u3001\u6587\u672c\u6458\u8981\u8d44\u6e90\u3001\u8bc4\u4ef7\u6027\u8d44\u6e90\u7b49\u4e0d\u4e00\u800c\u8db3\uff0c\u5e08\u751f\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u6559\u5b66\u8981\u6c42\u548c\u9700\u6c42\u8fdb\u884c\u63d0\u53d6\u548c\u52a0\u5de5\u3002\u5c31\u751f\u6210\u6548\u7387\u800c\u8a00\uff0c\u6570\u667a\u878d\u5408\u73af\u5883\u8d4b\u4e88\u4e86AIGC\u66f4\u5f3a\u5927\u7684\u667a\u80fd\u8ba1\u7b97\u80fd\u529b\u3001\u66f4\u5e7f\u6cdb\u7684\u6570\u636e\u8bed\u6599\u8d44\u6e90\u3001\u66f4\u901a\u7528\u7684\u4efb\u52a1\u8bad\u7ec3\u6a21\u578b\u4ee5\u53ca\u66f4\u7075\u6d3b\u7684\u4fe1\u606f\u53c2\u4e0e\u6a21\u5f0f\u7b49\u4f18\u52bf\uff0c\u53ef\u5b9e\u65f6\u751f\u6210\u7535\u5b50\u6587\u672c\u3001\u56fe\u7247\u3001\u97f3\u9891\u3001\u89c6\u9891\u3001\u52a8\u753b\u7b49\u591a\u79cd\u5f62\u6001\u7684\u8d44\u6e90\uff0c\u6781\u5927\u62d3\u5bbd\u4e86\u7ffb\u8bd1\u6559\u5b66\u7d20\u6750\u9009\u62e9\u7a7a\u95f4\u3002<\/p>\n
\u4e0a\u8ff0\u53d8\u9769\u4e3a\u65b0\u6280\u672f\u65f6\u4ee3\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5728\u591a\u6837\u5316\uff08\u79e6\u9896\uff0c2023 \uff1a28\uff09\u3001\u89c4\u6a21\u5316\uff08\u6768\u5b97\u51ef\uff0c2023 \uff1a2\uff09\u3001\u79d1\u5b66\u5316\u3001\u9ad8\u6548\u5316\uff08\u5468\u6d2a\u5b87\uff0c\u674e\u5b87\u9633\uff0c2023 \uff1a36\uff09\u3001\u6570\u5b57\u5316\u3001\u667a\u80fd\u5316\uff08\u6c88\u8d85\uff0c2023 \uff1a13\uff09\u3001\u4e2a\u6027\u5316\uff08Pataranutaporn et al.\uff0c2021 \uff1a1013\uff09\u3001\u865a\u62df\u5316\u3001\u8054\u901a\u5316\u3001\u4ea4\u4e92\u5316\u3001\u751f\u6001\u5316\uff08\u738b\u534e\u6811\uff0c\u5218\u4e16\u754c\uff0c2023a \uff1a47\uff09\u7b49\u65b9\u9762\u7684\u5efa\u8bbe\u5e26\u6765\u4e86\u5951\u673a\u3002\u800c\u540c\u65f6\uff0cAIGC\u5728\u8d44\u6e90\u751f\u6210\u8fc7\u7a0b\u4e2d\u4e5f\u5b58\u5728\u5e9e\u6742\u5316\u3001\u6df7\u4e71\u5316\uff08\u6c64\u8d1d\u8d1d\uff0c\u859b\u5f66\u534e\uff0c2019 \uff1a77\uff09\u3001\u865a\u5047\u6027\u3001\u504f\u89c1\u6027\u3001\u7a0b\u5e8f\u5316\uff08\u83ab\u7956\u82f1 \u7b49\uff0c2023 \uff1a39\uff09\u3001\u6570\u636e\u7a00\u758f\u6027\uff08\u5f6d\u654f \u7b49\uff0c2017 \uff1a194\uff09\u548c\u4e0d\u53ef\u89e3\u91ca\u6027\u3001\u4e0d\u900f\u660e\u6027\uff08\u51af\u96e8\u5942\uff0c2023 \uff1a29\uff09\u7b49\u6f5c\u5728\u98ce\u9669\u548c\u4e0d\u5229\u5f71\u54cd\uff0c\u8fd9\u51b3\u5b9a\u4e86\u5176\u6240\u751f\u6210\u7684\u8d44\u6e90\u4e0d\u80fd\u5728\u6beb\u65e0\u7504\u522b\u7684\u60c5\u51b5\u4e0b\u76f4\u63a5\u79fb\u690d\u5230\u7ffb\u8bd1\u6559\u5b66\u4e4b\u4e2d\u3002\u4e0b\u9762\u4ece\u6311\u6218\u4e0e\u5bf9\u7b56\u4e24\u65b9\u9762\u5bf9AIGC\u65f6\u4ee3\u7684\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u8fdb\u884c\u6df1\u5165\u63a2\u8ba8\u3002<\/p>\n<\/section>\n
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AIGC\u65f6\u4ee3\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u7684\u6311\u6218<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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2.1 \u5feb\u901f\u751f\u6210\u4e0e\u6df1\u5ea6\u52a0\u5de5\u7684\u77db\u76fe<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u5728AIGC\u65f6\u4ee3\u6765\u4e34\u4e4b\u524d\uff0c\u7f51\u7edc\u641c\u7d22\u5f15\u64ce\u662f\u4e3b\u8981\u7684\u8d44\u6e90\u68c0\u7d22\u65b9\u5f0f\u3002\u8be5\u65b9\u5f0f\u4f9d\u9760\u201c\u8718\u86db\u7a0b\u5e8f\u7b97\u6cd5\u201d\uff08Spider Program Algorithm\uff09\u3001\u201c\u7d22\u5f15\u6392\u5e8f\u7b97\u6cd5\u201d\uff08Index Sorting Algorithm\uff09\u7b49\u8fdb\u884c\u5173\u952e\u8bcd\u7d22\u5f15\u3001\u5185\u5bb9\u6392\u5e8f\u548c\u4fe1\u606f\u5448\u73b0\uff0c\u5176\u7f3a\u9677\u5728\u4e8e\u5bf9\u4fe1\u606f\u7684\u7b5b\u9009\u6392\u5e8f\u8fc7\u4e8e\u673a\u68b0\u6b7b\u677f\uff0c\u53ea\u80fd\u8bc6\u522b\u5173\u952e\u8bcd\uff0c\u800c\u65e0\u6cd5\u83b7\u53d6\u4e2a\u6027\u5316\u3001\u591a\u6837\u5316\u3001\u7cfb\u7edf\u6027\u7684\u641c\u7d22\u7ed3\u679c\u4e0e\u5b66\u4e60\u8d44\u6e90\u3002\u5728\u5982\u4eca\u7684AIGC\u65f6\u4ee3\uff0c\u968f\u7740Transformer\u3001Diffusion\u7b49\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u6a21\u578b\u7684\u4e0d \u65ad\u6d8c\u73b0\uff0c\u4ee5\u53ca\u6570\u636e\uff08data\uff09\u548c\u7b97\u529b\uff08computing power\uff09\u7684\u7efc\u5408\u63d0\u5347\uff0c\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u5185\u5bb9\u751f\u6210\u5448\u73b0\u81ea\u52a8\u5316\u3001\u5927\u89c4\u6a21\u3001\u667a\u6167\u5316\u7b49\u7279\u5f81\uff0c\u8fd9\u4ea6\u4e3a\u6570\u667a\u73af\u5883\u4e0b\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u7684\u591a\u5143\u5feb\u901f\u751f\u6210\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u6280\u672f\u652f\u6491\u3002<\/p>\n
\u800c\u4e0e\u6b64\u540c\u65f6\uff0cAIGC\u65f6\u4ee3\u5185\u5bb9\u751f\u6210\u8fc7\u7a0b\u4e2d\u5b58\u5728\u7684\u788e\u7247\u5316\u3001\u865a\u5047\u6027\u548c\u504f\u89c1\u6027\u7b49\u95ee\u9898\u5219\u7ed9\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u7684\u7cfb\u7edf\u6027\u3001\u771f\u5b9e\u6027\u548c\u5ba2\u89c2\u6027\u7b49\u6df1\u5ea6\u52a0\u5de5\u8981\u6c42\u5e26\u6765\u8bf8\u591a\u6311\u6218\u3002\u9996\u5148\uff0c\u4eba\u5de5\u667a\u80fd\u5bf9\u8d44\u6e90\u7684\u788e\u7247\u5316\u3001\u96f6\u6563\u5316\u751f\u6210\u65b9\u5f0f\u4e0e\u7ffb\u8bd1\u6559\u5b66\u7684\u7cfb\u7edf\u6027\u548c\u6574\u4f53\u6027\u77e5\u8bc6\u5efa\u6784\u8981\u6c42\u5f62\u6210\u77db\u76fe\uff0cAIGC\u6570\u636e\u4fe1\u606f\u5b58\u5728\u5bf9\u201c\u975e\u7ebf\u6027\u3001\u53cd\u8eab\u6027\u3001\u52a8\u6001\u6027\u3001\u4e92\u8054\u6027\u7684\u2018\u65e0\u5e8f\u2019\u504f\u597d\u201d\uff0c\u8fd9\u5bf9\u7ffb\u8bd1\u6559\u5b66\u79e9\u5e8f\u4e2d\u7684\u201c\u6807\u51c6\u3001\u6392\u5e8f\u3001\u5206\u7ea7\u3001\u5206\u7c7b\u201d\uff08\u6768\u6b23\uff0c2023 \uff1a6\uff09\u7b49\u4f53\u7cfb\u5316\u8981\u6c42\u5f62\u6210\u51b2\u51fb\u3002\u5176\u6b21\uff0c\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\uff08large-scale language models\uff09\u3001\u9884\u8bad\u7ec3\u6570\u636e\u96c6\uff08pre-trained datasets\uff09\u548c\u4eba\u5de5\u6807\u6ce8\uff08manual annotation\uff09\u4e09\u4e2a\u6838\u5fc3\u8981\u7d20\u51b3\u5b9a\u4e86AIGC\u7684\u77e5\u8bc6\u751f\u4ea7\u4e0d\u53ef\u907f\u514d\u5b58\u5728\u865a\u5047\u4fe1\u606f\u3002\u65e0\u8bba\u662f\u4e8b\u5b9e\u6027\u865a\u5047\u4fe1\u606f\uff08factual false information\uff09\u8fd8\u662f\u5e7b\u89c9\u6027\u865a\u5047\u4fe1\u606f\uff08hallucinatory false information\uff09,\u90fd\u4f7f\u5f97\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u7684\u771f\u5b9e\u6027\u3001\u51c6\u786e\u6027\u548c\u79d1\u5b66\u6027\u5b58\u5728\u98ce\u9669\uff0c\u8fdb\u800c\u5f71\u54cd\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u7684\u8d28\u91cf\u3002\u6700\u540e\uff0c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53ef\u8fc5\u901f\u751f\u6210\u770b\u4f3c\u201c\u6709\u6548\u201d\u7684\u53cd\u9988\uff0c\u4f46\u57fa\u4e8e\u4e92\u8054\u7f51\u5df1\u6709 \u201c\u6570\u636e\u6295\u5582\u201d\uff08data feeding\uff09\u5408\u6210\u89c2\u70b9\u7684\u540c\u65f6\uff0c\u5176\u6570\u636e\u96c6\u5728\u5ba2\u89c2\u6027\u3001\u591a\u6837\u6027\u3001\u516c\u6b63\u6027\u3001\u4ee3\u8868\u6027\u7b49\u65b9\u9762\u5f80\u5f80\u5b58\u5728\u7f3a\u9677\uff0c\u8fdb\u800c\u5bfc\u81f4\u6781\u7aef\u504f\u89c1\u3001\u201c\u89c2\u70b9\u9738\u6743\u201d\u3001\u523b\u677f\u5370\u8c61\u3001\u6587\u5316\u7247\u9762\u6027\u7b49\u95ee\u9898\u3002\u6545\u6b64\uff0c\u4eba\u5de5\u667a\u80fd\u5185\u5bb9\u751f\u6210\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u4ef7\u503c\u504f\u89c1\u95ee\u9898\u4e5f\u9700\u8981\u5f15\u8d77\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u8005\u7684\u5ba1\u614e\u601d\u8003\u4e0e\u5bf9\u5f85\u3002<\/p>\n<\/section>\n
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\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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2.2 \u8d44\u6e90\u5bcc\u96c6\u4e0e\u9700\u6c42\u5339\u914d\u7684\u77db\u76fe<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\u8fd1\u5e74\u6765\uff0c\u968f\u7740\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4f7f\u5f97\u5f00\u653e\u5f0f\u7406\u89e3\u4e0e\u8fde\u8d2f\u6027\u6587\u672c\u751f\u6210\u5f97\u4ee5\u5b9e\u73b0\u3002\u7528\u6237\u53ef\u4ee5\u8f93\u5165\u5404\u79cd\u590d\u6742\u95ee\u9898\u6216\u5e8f\u5217\u6307\u4ee4\u63cf\u8ff0\uff0c\u4eba\u5de5\u667a\u80fd\u5219\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u5927\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u6765\u6a21\u62df\u4eba\u7684\u8bed\u8a00\u884c\u4e3a\uff0c \u751f\u6210\u4eba\u7c7b\u53ef\u4ee5\u7406\u89e3\u7684\u6587\u672c\uff0c\u5e76\u6839\u636e\u4e0a\u4e0b\u6587\u8bed\u5883\u7ed9\u51fa\u8fde\u7eed\u7684\u3001\u7a33\u5b9a\u7684\u3001\u6070\u5f53\u7684\u56de\u7b54\uff0c\u5e26\u6765\u6ce2\u6d6a\u5f0f\u7684\u5bc6\u96c6\u201c\u77e5\u8bc6\u51b2\u51fb\u201d\u3002\u8fd9\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u98a0\u8986\u4e86\u4ee5\u5f80\u5355\u5411\u5ea6\u7684\u201c\u523a\u6fc0\u2014\u53cd\u5e94\u201d\u5f0f\u4ea4\u4e92\u6a21\u5f0f\uff0c\u6253\u7834\u4e86\u4f20\u7edf\u4eba\u673a\u5173\u7cfb\u7684\u201c\u4e3b\u2014\u5ba2\u201d\u4e8c\u5143\u5bf9\u7acb\u6846\u67b6\uff0c\u5efa\u7acb\u8d77\u4e00\u79cd\u5168\u65b0\u7684\u4eba\u673a\u4ea4\u4e92\u5f62\u6001\uff08\u51af\u96e8\u5942\uff0c2023 \uff1a27\uff09\u3002\u4e0a\u8ff0\u529f\u80fd\u6280\u672f\u4f18\u52bf\u4e3a\u591a\u9886\u57df\u3001\u591a\u7c7b\u578b\u3001\u591a\u529f\u7528\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u7684\u5bcc\u96c6\u5316\u7f16\u5236\u4e0e\u5f00\u53d1\u5e26\u6765\u5951\u673a\u3002\u6559\u5e08\u53ef\u4ee5\u501f\u52a9\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u8f85\u52a9\u5f00\u53d1\u5728\u7ebf\u7ffb\u8bd1\u8bfe\u7a0b\u3001\u7acb\u4f53\u5316\u7ffb\u8bd1\u6559\u6750\u3001\u53cc\u8bed\u672f\u8bed\u77e5\u8bc6\u5e93\u3001\u804c\u4e1a\u8bd1\u8005\u4e0e\u5b66\u4e60\u8005\u8bed\u6599\u5e93\u7b49\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u3002<\/p>\n
\u4f46\u662f\uff0c\u8d44\u6e90\u5bcc\u96c6\u5e76\u4e0d\u610f\u5473\u7740\u80fd\u4e0e\u7ffb\u8bd1\u6559\u5b66\u9700\u6c42\u4e4b\u95f4\u5f62\u6210\u4e25\u4e1d\u5408\u7f1d\u7684\u81ea\u7136\u5173\u8054\uff0c\u4e8c\u8005\u7684\u6709\u673a\u8854\u63a5\u8fd8\u9700\u8981\u7efc\u5408\u8003\u8651\u96be\u5ea6\u8c03\u8282\u3001\u4e13\u4e1a\u5339\u914d\u548c\u77e5\u8bc6\u66f4\u65b0\u7b49\u591a\u91cd\u56e0\u7d20\u7684\u5236\u7ea6\u3002\u5728\u96be\u5ea6\u6c34\u5e73\u65b9\u9762\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u65e0\u6cd5\u6709\u6548\u56de\u5e94\u73ed\u7ea7\u6574\u4f53\u548c\u5b66\u4e60\u8005\u4e2a\u4f53\u7684\u5dee\u5f02\u5316\u77e5\u8bc6\u4e0e\u6280\u80fd\u9700\u6c42\uff0c\u66f4\u65e0\u6cd5\u5efa\u7acb\u4ece\u521d\u7ea7\u5230\u9ad8\u7ea7\u7684\u8fdb\u9636\u5f0f\u8d44\u6e90\u96be\u5ea6\u7ec6\u5206\u4f53\u7cfb\uff0c\u8fd9\u56fa\u7136\u4e0d\u5229\u4e8e\u5dee\u5f02\u5316\u548c\u7cbe\u51c6\u5316\u7ffb\u8bd1\u6559\u5b66\u7684\u5f00\u5c55\u3002\u5728\u4e13\u4e1a\u9886\u57df\u5339\u914d\u65b9\u9762\uff0c\u5373\u4fbf\u5982ChatGPT\u8fd9\u6837\u529f\u80fd\u5f3a\u5927\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4e5f\u5e76\u975e\u5b8c\u7f8e\u65e0\u7f3a\uff0c\u5176\u8bad\u7ec3\u6570\u636e\u4e3b\u8981\u6765\u81ea\u826f\u83a0\u4e0d\u9f50\u7684\u4e92\u8054\u7f51\u4fe1\u606f\uff0c\u800c\u76f8\u5bf9\u7f3a\u4e4f\u5b66\u672f\u8bba\u6587\u3001\u4e13\u4e1a\u8457\u4f5c\u7b49\u6570\u636e\u8d44\u6599\uff0c\u5bfc\u81f4\u77e5\u8bc6\u7684\u8ba4\u77e5\u504f\u72ed\u73b0\u8c61\u53d1\u751f\u6982\u7387\u8f83\u9ad8\uff0c\u751f\u6210\u8d44\u6e90\u5728\u79d1\u5b66\u6027\u4e0e\u6b63\u786e\u6027\u65b9\u9762\u6613\u51fa\u73b0\u504f\u5dee\uff1b\u6b64\u5916\uff0cAIGC\u672c\u8eab\u4f1a\u5c06\u8bad\u7ec3\u6570\u636e\u4e2d\u4e0d\u5b58\u5728\u7684\u5185\u5bb9\u5f3a\u884c\u634f\u9020\uff0c\u6839\u636e\u81ea\u8eab\u9884\u6d4b\u5bf9\u540e\u7eed\u6570\u636e\u8fdb\u884c\u5904\u7406\u4e0e\u8865\u5145\uff0c\u5bfc\u81f4\u5176\u5185\u5bb9\u8f93\u51fa\u5728\u9519\u8bef\u7684\u65b9\u5411\u4e0a\u8d8a\u8d70\u8d8a\u8fdc\uff0c\u7f3a\u4e4f\u8db3\u591f\u79d1\u5b66\u4e25\u8c28\u7684\u5b66\u672f\u8d44\u6e90\u652f\u6491\uff0c\u6545\u65e0\u6cd5\u51c6\u786e\u3001\u6df1\u5165\u5730\u5904\u7406\u7279\u5b9a\u884c\u4e1a\u672f\u8bed\u53ca\u7279\u6b8a\u7684\u5b66\u79d1\u672f\u8bed\uff08\u6731\u6c38\u65b0\uff0c\u6768\u5e06\uff0c2023 \uff1a9\uff09\u3002\u7531\u6b64\uff0cAIGC\u5728\u5782\u76f4\u9886\u57df\u9ad8\u8d28\u91cf\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u65b9\u9762\u7684\u9002\u7528\u6027\u53d7\u5230\u8f83\u5927\u9650\u5236\u3002\u5728\u77e5\u8bc6\u66f4\u65b0\u65b9\u9762\uff0cAIGC\u867d\u5177\u6709\u4f18\u5f02\u7684\u5bf9\u8bdd\u6027\u80fd\uff0c\u4f46\u53ea\u80fd\u5728\u5927\u89c4\u6a21\u6570\u636e\u7684\u57fa\u7840\u4e0a\u5bf9\u4eba\u7c7b\u7684\u8bed\u8a00\u884c\u4e3a\u8fdb\u884c\u6a21\u4eff\uff0c\u65e0\u6cd5\u505a\u5230\u77e5\u8bc6\u7684\u540c\u6b65\u66f4\u65b0\uff0c\u7f3a\u4e4f\u4ece\u5916\u90e8\u5b58\u50a8\u5668\u6216\u6570\u636e\u5e93\u8bbf\u95ee\u4fe1\u606f\u7684\u80fd\u529b\uff0c\u65e0\u6cd5\u9a8c\u8bc1\u6a21\u578b\u751f\u6210\u5185\u5bb9\u7684\u53ef\u9760\u6027\u548c\u524d\u6cbf\u6027\uff0c\u5176\u751f\u6210\u6027\u4e5f\u53ea\u80fd\u5c40\u9650\u5728\u9884\u8bad\u7ec3\u4e2d\u83b7\u5f97\u7684\u6570\u636e\u8303\u56f4\u5185\uff0c\u6545\u4e0e\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u52a8\u6001\u66f4\u65b0\u7684\u9700\u6c42\u5f62\u6210\u77db\u76fe\u3002<\/p>\n<\/section>\n
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2.3 \u6570\u636e\u96c6\u6210\u4e0e\u5185\u5bb9\u521b\u65b0\u7684\u77db\u76fe<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\u4f34\u968f\u6570\u636e\u91c7\u96c6\u3001\u4f20\u8f93\u3001\u5b58\u50a8\u3001\u5206\u6790\u548c\u8bfb\u53d6\u7b49\u6280\u672f\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u8d44\u6e90\u4fe1\u606f\u7684\u83b7\u53d6\u4e0e\u52a0\u5de5\u53d8\u5f97\u65e5\u76ca\u4fbf\u6377\u9ad8\u6548\u3002\u5728AIGC\u65f6\u4ee3\uff0c\u6570\u636e\u96c6\u6210\u7684\u6838\u5fc3\u4efb\u52a1\u662f\u5c06\u4e92\u76f8\u5173\u8054\u7684\u5206\u5e03\u5f0f\u5f02\u6784\u6570\u636e\u6e90\uff08heterogeneous data source\uff09\u96c6\u6210\u5230\u4e00\u8d77\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u4ee5\u900f\u660e\u7684\u65b9\u5f0f\u8bbf\u95ee\u8fd9\u4e9b\u6570\u636e\u6e90\uff0c\u63d0\u9ad8\u4fe1\u606f\u4f7f\u7528\u7684\u6548\u7387\u3002\u4e0e\u6b64\u540c\u65f6\uff0cAIGC\u6570\u636e\u96c6\u6210\u4e3a\u591a\u5f62\u6001\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u7684\u96c6\u6210\u5f00\u53d1\u4e0e\u9ad8\u6548\u5e94\u7528\u5f00\u8f9f\u4e86\u5e7f\u9614\u524d\u666f\u3002\u65e0\u8bba\u662f\u5e73\u884c\u8bed\u6599\u5e93\u7684\u521b\u5efa\uff0c\u8fd8\u662f\u53cc\u8bed\u672f\u8bed\u5e93\u7684\u751f\u6210\uff0c\u6291\u6216\u4e0d\u540c\u98ce\u683c\u7ffb\u8bd1\u6587\u672c\u6848\u4f8b\u8d44\u6e90\u7684\u8f93\u51fa\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5747\u53ef\u4ee5\u53d1\u6325\u591a\u8bed\u79cd\u77e5\u8bc6\u5e93\u7684\u6548\u80fd\uff0c\u4e3a\u7ffb\u8bd1\u6559\u5b66\u5e08\u751f\u63d0\u4f9b\u96c6\u6210\u5316\u7684\u8d44\u6e90\u9009\u62e9\u65b9\u6848\u3002<\/p>\n
\u6570\u636e\u96c6\u6210\u4e3a\u9ad8\u6548\u83b7\u53d6\u5404\u7c7b\u8d44\u6e90\u4fe1\u606f\u5e26\u6765\u4fbf\u5229\uff0c\u4f46\u540c\u65f6\u7ed9\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u7684\u5185\u5bb9\u521b\u65b0\u5e26\u6765\u8bf8\u591a\u6311\u6218\u3002\u9996\u5148\uff0c\u4e3a\u4fdd\u8bc1\u8d44\u6e90\u751f\u6210\u7684\u51c6\u786e\u7387\uff0c\u7528\u6237\u4e0d\u5f97\u4e0d\u8fce\u5408\u673a\u5668\uff0c\u6301\u7eed\u8f93\u5165\u5e73\u5b9e\u5316\u3001\u5355\u8c03\u5316\u7684\u8bed\u8a00\u548c\u53e5\u5f0f\uff0c\u8fd9\u52bf\u5fc5\u5bfc\u81f4\u539f\u672c\u667a\u6167\u878d\u5408\u3001\u601d\u60f3\u78b0\u649e\u3001\u60c5\u611f\u4ea4\u7ec7\u7684\u6559\u80b2\u8fc7\u7a0b\u5f02\u5316\u4e3a\u5957\u8def\u56fa\u5b9a\u3001\u5f62\u5f0f\u7b80\u5355\u3001\u5185\u5bb9\u67af\u71e5\u7684\u201c\u7a0b\u5e8f\u5316\u201d\u6e38\u620f\uff08\u5218\u4f1f\uff0c\u8c2d\u7ef4\u667a\uff0c2022 \uff1a55\uff09\uff0c\u800c\u8fd9\u4e5f\u5c06\u675f\u7f1a\u539f\u521b\u6027\u6559\u5b66\u8d44\u6e90\u7684\u5f00\u53d1\uff0c\u5e76\u8fdb\u800c\u963b\u788d\u5b66\u4e60\u8005\u201c\u6a2a\u5411\u7d20\u517b\u201d\uff08transversal competencies\uff09\u7684\u57f9\u517b\u3002\u5176\u6b21\uff0cAIGC\u4ee5\u5173\u952e\u8bcd\u4e3a\u5750\u6807\u751f\u4ea7\u76f8\u5e94\u7684\u77e5\u8bc6\uff0c\u901a\u8fc7\u7b97\u6cd5\u9884\u6d4b\u7528\u6237\u7684\u559c\u597d\u4e0e\u884c\u4e3a\uff0c\u5c06\u7528\u6237\u4ece\u67d0\u4e2a\u77e5\u8bc6\u8282\u70b9\u5bfc\u822a\u81f3\u5176\u4ed6\u8282\u70b9\uff0c\u5f62\u6210\u9690\u6027\u63a7\u5236\uff0c\u65e0\u6cd5\u4fdd\u8bc1\u7528\u6237\u5728\u5185\u5bb9\u751f\u4ea7\u4e0e\u9009\u62e9\u4e0a\u7684\u81ea\u4e3b\u6027\uff0c\u4f7f\u77e5\u8bc6\u7684\u83b7\u53d6\u53d8\u5f97\u6781\u5177\u4e0d\u786e\u5b9a\u6027\uff08Hitzler\uff0c2021 \uff1a81\uff09\u3002\u4e00\u65e6\u77e5\u8bc6\u672c\u8eab\u53d8\u5f97\u4e0d\u53ef\u6349\u6478\uff0c\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u7684\u5185\u5bb9\u5efa\u8bbe\u4e5f\u5c06\u5931\u53bb\u521b\u65b0\u6c42\u53d8\u7684\u652f\u70b9\u3002\u6700\u540e\uff0cAIGC\u5728\u6559\u80b2\u9886\u57df\u7684\u8fd0\u7528\u7c7b\u4f3c\u201c\u6280\u672f\u9ed1\u7bb1\u201d\uff0c\u5177\u6709\u4e0d\u900f\u660e\u6027\u548c\u4e0d\u53ef\u89e3\u91ca\u6027\u3002\u7528\u6237\u53ef\u4ee5\u83b7\u5f97\u67d0\u4e2a\u95ee\u9898\u7684\u786e\u5b9a\u56de\u7b54\uff0c\u4f46\u5bf9\u5176\u601d\u8003\u8fc7\u7a0b\u3001\u8fd0\u4f5c\u8fc7\u7a0b\u3001\u83b7\u53d6\u8fc7\u7a0b\u96be\u4ee5\u6df1\u5165\u4e86\u89e3\uff0c\u6709\u65f6AIGC\u751a\u81f3\u4e5f\u65e0\u6cd5\u81ea\u5706\u5176\u8bf4\uff08\u51af\u96e8\u5942\uff0c2023 \uff1a29\uff09\u3002\u8fd9\u79cd\u5f3a\u8c03\u6280\u672f\u7406\u6027\u3001\u8ffd\u6c42\u6548\u7387\u672c\u4f4d\u7684\u529f\u5229\u6027\u4ef7\u503c\u89c2\u5bb9\u6613\u5bfc\u81f4\u667a\u8bc6\u4e0a\u7684\u61d2\u60f0\uff0c\u6709\u788d\u4e8e\u5851\u9020\u65b0\u9896\u72ec\u7279\u7684\u601d\u7ef4\u54c1\u8d28\uff0c\u5bf9\u521b\u65b0\u6027\u8d44\u6e90\u7684\u5f00\u53d1\u548c\u521b\u65b0\u6027\u7ffb\u8bd1\u80fd\u529b\u7684\u57f9\u517b\u90fd\u5c06\u5e26\u6765\u8d1f\u9762\u5f71\u54cd\u3002<\/p>\n<\/section>\n
\n
\n
\n
\n
\n
\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
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\n
2.4 \u6cdb\u5728\u5e94\u7528\u4e0e\u8d44\u6e90\u6574\u5408\u7684\u77db\u76fe<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
AIGC\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u9a71\u52a8\u673a\u5668\u521b\u4f5c\u5185\u5bb9\uff0c\u5177\u6709\u81ea\u52a8\u5316\u3001\u5927\u89c4\u6a21\u3001\u667a\u6167\u5316\u3001\u4e07\u7269\u4e92\u8054\u7b49\u7279\u5f81\uff0c\u8fd9\u4e3a\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u7684\u6cdb\u5728\u5316\u5e94\u7528\u63d0\u4f9b\u4e86\u6709\u529b\u652f\u6491\u3002\u7ffb\u8bd1\u6559\u5b66\u5e08\u751f\u53ef\u5c06AIGC\u5e94\u7528\u4e8e\u8bfe\u5802\u6559\u5b66\u3001\u62d3\u5c55\u7ec3\u4e60\u3001\u5c0f\u7ec4\u7814\u8ba8\u3001\u4e13\u9898\u63a2\u7a76\u3001\u81ea\u4e3b\u8bad\u7ec3\u3001\u6a21\u62df\u6d4b\u8bd5\u7b49\u4e0d\u540c\u573a\u666f\u7684\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u4e4b\u4e2d\u3002\u8d44\u6e90\u7684\u6cdb\u5728\u5316\u5efa\u8bbe\u4e0e\u5e94\u7528\u5c06\u8fdb\u4e00\u6b65\u6a21\u7cca\u6b63\u5f0f\u6559\u5b66\u4e0e\u975e\u6b63\u5f0f\u6559\u5b66\u7684\u754c\u9650\uff0c\u77e5\u8bc6\u4e0e\u4fe1\u606f\u83b7\u53d6\u7684\u8fb9\u754c\u5f97\u5230\u5927\u5e45\u62d3\u5c55\uff0c\u6cdb\u5728\u5316\u5b66\u4e60\u3001\u6570\u5b57\u5316\u5b66\u4e60\u3001 \u79fb\u52a8\u5f0f\u5b66\u4e60\u3001\u667a\u6167\u5316\u5b66\u4e60\u5c06\u83b7\u5f97\u66f4\u4e3a\u575a\u5b9e\u7684\u8d44\u6e90\u4fdd\u969c\uff0c\u4e2a\u6027\u5316\u5b66\u4e60\u7684\u6f5c\u529b\u4e0e\u6548\u80fd\u4e5f\u5c06\u5f97\u5230\u6709\u529b\u6fc0\u53d1\u3002<\/p>\n
\u800c\u540c\u65f6\uff0cAIGC\u5728\u8d44\u6e90\u6cdb\u5728\u5316\u751f\u6210\u8fc7\u7a0b\u4e2d\u53d7\u5185\u5728\u6807\u51c6\u4e0e\u5916\u5728\u73af\u5883\u7b49\u56e0\u7d20\u7684\u5236\u7ea6\uff0c\u5bfc\u81f4\u5176\u5728\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u6574\u5408\u8fc7\u7a0b\u4e2d\u5b58\u5728\u74f6\u9888\u3002\u5c31\u5185\u5728\u6807\u51c6\u800c\u8a00\uff0c\u76ee\u524d\u5c1a\u672a\u5f62\u6210\u7edf\u4e00\u7684\u6570\u636e\u5e94\u7528\u89c4\u8303\u6807\u51c6\uff0c\u7f3a\u4e4f\u7edf\u4e00\u7684\u6570\u636e\u91c7\u96c6\u6807\u51c6\u3001\u6570\u636e\u63a5\u53e3\u6807\u51c6\u3001\u6570\u636e\u5b58\u50a8\u6807\u51c6\u548c\u6570\u636e\u5171\u4eab\u6807\u51c6\u3002\u6570\u636e\u8d44\u6e90\u6807\u51c6\u89c4\u8303\u4f53\u7cfb\u7684\u7f3a\u5931\u4f1a\u5bfc\u81f4\u5404\u4e3b\u4f53\u5bf9\u6570\u636e\u8d28\u91cf\u7684\u6807\u51c6\u8981\u6c42\u4e0d\u4e00\u81f4\uff0c\u8fdb\u800c\u963b\u788d\u4f18\u8d28\u8d44\u6e90\u7684\u5f00\u53d1\u3001\u5229\u7528\u3001\u6316\u6398\u3001\u5171\u4eab\u548c\u878d\u5408\u3002\u4e0e\u6b64\u540c\u65f6\uff0cAIGC\u7b97\u6cd5\u548c\u6a21\u578b\u5728\u5185\u5bb9\u7ed3\u6784\u3001\u77e5\u8bc6\u8868\u5f81\u548c\u5e95\u5c42\u903b\u8f91\u7b49\u65b9\u9762\u7684\u5f31\u70b9\u3001\u4e0d\u540c\u8bed\u79cd\u8d44\u6e90\u7a00\u758f\u6027\u7684\u5dee\u5f02\u3001\u539f\u59cb\u8bed\u6599\u5e93\u53ef\u4fe1\u5ea6\u7b49\u95ee\u9898\uff0c\u5219\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u9650\u5236\u4e86\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u7684\u9ad8\u8d28\u91cf\u6574\u5408\u4e0e\u9ad8\u6548\u5e94\u7528\u3002\u5c31\u5916\u5728\u73af\u5883\u800c\u8a00\uff0c\u7531\u4e8e\u5728\u6559\u80b2\u4fe1\u606f\u5316\u5efa\u8bbe\u8fc7\u7a0b\u4e2d\uff0c\u957f\u671f\u5b58\u5728\u91cd\u89c6\u786c\u4ef6\u6295\u5165\u3001\u8f7b\u89c6\u8d44\u6e90\u4fe1\u606f\u5171\u4eab\u5efa\u8bbe\u3001\u5ffd\u89c6\u591a\u5e73\u53f0\u7cfb\u7edf\u517c\u5bb9\u548c\u7edf\u4e00\u89c4\u5212\u7b49\u95ee\u9898\uff0c\u5bfc\u81f4\u6559\u80b2\u4fe1\u606f\u5316\u5efa\u8bbe\u7f3a\u4e4f\u76f8\u5173\u6807\u51c6\uff0c\u5404\u7cfb\u7edf\u517c\u5bb9\u6027\u3001\u79fb\u690d\u6027\u6b20\u4f73\uff0c\u540e\u671f\u8fd0\u7ef4\u8d1f\u62c5\u8f83\u91cd\uff08\u795d\u667a\u5ead \u7b49\uff0c2021 \uff1a3\uff09\u3002\u518d\u52a0\u4e0a\u653f\u5e9c\u3001\u9ad8\u6821\u3001\u4f01\u4e1a\u7b49\u90e8\u95e8\u6784\u5efa\u7684\u76f8\u5bf9\u72ec\u7acb\u5c01\u95ed\u7684\u6570\u636e\u7cfb\u7edf\uff0c\u4f7f\u5f97\u65b0\u6280\u672f\u80cc\u666f\u4e0b\u4fe1\u606f\u8d44\u6e90\u5448\u73b0\u79c1\u6709\u5316\u3001\u90e8\u95e8\u5316\u3001\u5b64\u5c9b\u5316\u7b49\u7279\u5f81\uff0c\u8d44\u6e90\u4fe1\u606f\u6d41\u901a\u5171\u4eab\u7684\u58c1\u5792\u548c\u5c4f\u969c\u96be\u4ee5\u6d88\u9664\u3002\u4e0a\u8ff0\u56e0\u7d20\u5728\u5ba2\u89c2\u4e0a\u9650\u5236\u4e86\u5404\u7c7b\u6cdb\u5728\u5316\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u7684\u6709\u673a\u6574\u5408\u4e0e\u5171\u4eab\u5e94\u7528\u3002<\/p>\n<\/section>\n
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3<\/p>\n<\/section>\n
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AIGC\u65f6\u4ee3\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u7684\u5bf9\u7b56<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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3.1 \u6784\u5efa\u7814\u5ba1\u7ed3\u5408\u7684\u8d44\u6e90\u9074\u9009\u673a\u5236<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\u8981\u5efa\u7acb\u7cfb\u7edf\u5316\u7684\u8d44\u6e90\u9074\u9009\u673a\u5236\uff0c\u9996\u5148\u9700\u8981\u7814\u7a76\u548c\u786e\u5b9a\u7ffb\u8bd1\u80fd\u529b\u4f53\u7cfb\u7684\u5185\u6db5\uff0c\u660e\u786e\u8bd1\u8005\u80fd\u529b\u57f9\u517b\u7684\u6574\u4f53\u6027\u8981\u6c42\u3002\u6211\u56fd\u300a\u7ffb\u8bd1\u4e13\u4e1a\u672c\u79d1\u6559\u5b66\u6307\u5357\u300b\u5bf9\u201c\u7ffb\u8bd1\u80fd\u529b\u201d\u7684\u754c\u5b9a\u5982\u4e0b\uff1a\u80fd\u8fd0\u7528\u7ffb\u8bd1\u77e5\u8bc6\u3001\u65b9\u6cd5\u4e0e\u6280\u5de7\u8fdb\u884c\u6709\u6548\u7684\u8bed\u8a00\u8f6c\u6362\uff0c\u4e00\u822c\u5305\u62ec\u53cc\u8bed\u80fd\u529b\uff0c\u8d85\u8bed\u8a00\u80fd\u529b\uff08\u5982\u767e\u79d1\u77e5\u8bc6\u3001\u8bdd\u9898\u77e5\u8bc6\u7b49\uff09\uff0c\u5de5\u5177\u80fd\u529b\uff0c\u7b56\u7565\u80fd\u529b\u7b49\uff08\u8d75\u671d\u6c38\uff0c\u51af\u5e86\u534e\uff0c2020 \uff1a15\uff09\u3002\u518d\u7ed3\u5408\u201c\u6b27\u6d32\u7ffb\u8bd1\u7855\u58eb\u201d\uff08EMT\uff09\u6709\u5173\u7ffb\u8bd1\u80fd\u529b\u6846\u67b6\u7684\u8868\u8ff0\uff0c\u8bd1\u8005\u80fd\u529b\u7531\u8bed\u8a00\u4e0e\u6587\u5316\u3001\u7ffb\u8bd1\u3001\u6280\u672f\u3001\u4e2a\u4eba\u548c\u4eba\u9645\u5173\u7cfb\u7d20\u517b\u3001\u670d\u52a1\u63d0\u4f9b\u7b49\u8981\u7d20\u6784\u6210\uff08EMT\uff0c2022\uff09\u3002\u6545\u6b64\uff0c\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u9700\u8981\u9996\u5148\u4ece\u6574\u4f53\u5e03\u5c40\u548c\u4f53\u7cfb\u67b6\u6784\u4e0a\u5f62\u6210\u5bf9\u4e0a\u8ff0\u80fd\u529b\u7684\u5168\u9762\u8986\u76d6\uff0c\u4e3a\u5b66\u4e60\u8005\u7ffb\u8bd1\u80fd\u529b\u7684\u7efc\u5408\u63d0\u5347\u5960\u5b9a\u57fa\u7840\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u8fd8\u9700\u8981\u5bf9\u6bcf\u4e00\u9879\u5b50\u80fd\u529b\u8fdb\u884c\u7eb5\u6df1\u5c42\u9762\u7684\u6df1\u5ea6\u6316\u6398\u4e0e\u63a2\u7d22\u3002\u4ee5\u7ffb\u8bd1\u6280\u672f\u80fd\u529b\u57f9\u517b\u4e3a\u4f8b\uff0c\u5b66\u754c\u76f8\u5173\u7814\u7a76\u5df1\u6d89\u53ca\u8bd1\u540e\u7f16\u8f91\u80fd\u529b\uff08\u51af\u5168\u529f\uff0c\u5218\u660e\uff0c2018 \uff1a55\uff09\u3001\u4eba\u673a\u534f\u540c\u80fd\u529b\uff08\u674e\u5180\u7ea2 \u7b49\uff0c2021 \uff1a38\uff09\u3001\u7ffb\u8bd1\u9879\u76ee\u7ba1\u7406\u80fd\u529b\uff08\u9648\u4e25\u6625\uff0c2022 \uff1a39\uff09\u3001\u4fe1\u606f\u68c0\u7d22\u80fd\u529b\u3001\u5efa\u7acb\u7ffb\u8bd1\u8bb0\u5fc6\u5e93\u80fd\u529b\u3001\u7f16\u8f91\u6392\u7248\u80fd\u529b\uff08\u5d14\u8273\u79cb\uff0c 2017 \uff1a23\uff09\u3001\u8bd1\u8005\u641c\u7d22\u80fd\u529b\uff08\u738b\u534e\u6811\uff0c\u5f20\u6210\u667a\uff0c2018 \uff1a26\uff09\u3001\u6570\u5b57\u83b7\u53d6\u80fd\u529b\u3001\u6570\u5b57\u6279\u5224\u80fd\u529b\u3001\u6570\u5b57\u8bc4\u4f30\u80fd\u529b\u3001\u6570\u5b57\u77e5\u8bc6\u7ba1\u7406\u80fd\u529b\uff08\u738b\u534e\u6811\uff0c\u5218\u4e16\u754c\uff0c2023b \uff1a74\uff09\u7b49\u82e5\u5e72\u65b9\u9762\u3002\u968f\u7740\u7814\u7a76\u6df1\u5165\uff0c\u7ffb\u8bd1\u6280\u672f\u80fd\u529b\u7684\u5185\u6db5\u8fd8\u5c06\u8fdb\u4e00\u6b65\u4e30\u5bcc\uff0c\u800c\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u4e5f\u9700\u8981\u53ca\u65f6\u56de\u5e94\u4e0a\u8ff0\u53d8\u5316\uff0c\u9002\u5e94\u65b0\u65f6\u4ee3\u53d1\u5c55\u7684\u8981\u6c42\u3002<\/p>\n
\u5bf9\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u7684\u5ba1\u6838\u6d89\u53ca\u4fe1\u606f\u6765\u6e90\u3001\u5185\u5bb9\u8d28\u91cf\u3001\u6cd5\u6cbb\u4f26\u7406\u3001\u4ef7\u503c\u5bfc\u5411\u7b49\u591a\u4e2a\u5c42\u9762\u3002\u5176\u4e2d\uff0c\u5728\u4fe1\u606f\u6765\u6e90\u5c42\u9762\uff0c\u9700\u8981\u91cd\u70b9\u5ba1\u6838\u7d20\u6750\u6765\u6e90\u7684\u771f\u5b9e\u6027\u3001 \u53ef\u9760\u6027\u548c\u89c4\u8303\u6027\u3002\u5728\u5185\u5bb9\u8d28\u91cf\u5c42\u9762\uff0c\u5ba1\u6838\u7684\u91cd\u70b9\u5305\u62ec\u4fe1\u606f\u5b89\u5168\u5ba1\u6838\u3001\u5185\u5bb9\u5b8c\u6574\u6027\u4e0e\u51c6\u786e\u6027\u5ba1\u6838\u3001\u6559\u5b66\u4ef7\u503c\u76f8\u5173\u6027\u5ba1\u6838\u3001\u4f4e\u8d28\u91cf\u8bc6\u522b\u3001\u865a\u5047\u4fe1\u606f\u68c0\u6d4b\u7b49\u3002\u5728\u6cd5\u6cbb\u4f26\u7406\u5c42\u9762\uff0c\u6839\u636e\u56fd\u5bb6\u7f51\u4fe1\u529e\u8054\u5408\u56fd\u5bb6\u53d1\u5c55\u6539\u9769\u59d4\u3001\u6559\u80b2\u90e8\u3001\u79d1\u6280\u90e8\u3001\u5de5\u4e1a\u548c\u4fe1\u606f\u5316\u90e8\u3001\u516c\u5b89\u90e8\u3001\u5e7f\u7535\u603b\u5c40\u53d1\u5e03\u7684\u300a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u7ba1\u7406\u6682\u884c\u529e\u6cd5\u300b\u6587\u4ef6\u7cbe\u795e\uff0c\u4e00\u65b9\u9762\u9700\u8981\u5173\u6ce8\u77e5\u8bc6\u4ea7\u6743\u3001\u9690\u79c1\u6743\u3001\u540d\u8a89\u6743\u3001 \u8096\u50cf\u6743\u3001\u4e2a\u4eba\u4fe1\u606f\u6743\u76ca\u7b49\u6cd5\u6cbb\u95ee\u9898\uff0c\u53e6\u4e00\u65b9\u9762\u9700\u8981\u5bf9\u7b97\u6cd5\u548c\u6570\u636e\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u6c11\u65cf\u3001\u4fe1\u4ef0\u3001\u56fd\u522b\u3001\u5730\u57df\u3001\u6027\u522b\u7b49\u6b67\u89c6\u6027\u7684\u5185\u5bb9\u751f\u6210\u52a0\u4ee5\u5ba1\u6838\u3002\u5728\u4ef7\u503c\u5bfc\u5411\u5c42\u9762\uff0c\u9700\u8981\u5bf9\u8d44\u6e90\u9690\u542b\u7684\u610f\u8bc6\u5f62\u6001\u548c\u4ef7\u503c\u89c2\u7b49\u95ee\u9898\u8fdb\u884c\u91cd\u70b9\u5ba1\u6838\uff0c\u4ece\u800c\u786e\u4fdd\u8d44\u6e90\u5728\u7ffb\u8bd1\u6559\u5b66\u4e2d\u53d1\u6325\u6b63\u786e\u7684\u8bfe\u7a0b\u601d\u653f\u529f\u80fd\u548c\u80b2\u4eba\u5bfc\u5411\u529f\u80fd\u3002<\/p>\n
\u7531\u4e0a\u53ef\u89c1\uff0c\u201c\u7814\u201d\u91cd\u5728\u4ece\u5b8f\u89c2\u5c42\u9762\u5f3a\u8c03\u5bf9\u8d44\u6e90\u5efa\u8bbe\u7684\u6574\u4f53\u89c4\u5212\uff0c\u4f7f\u5176\u5728\u8bed\u8a00\u3001\u6587\u5316\u3001\u804c\u4e1a\u4f26\u7406\u3001\u6280\u672f\u7d20\u517b\u7b49\u65b9\u9762\u5f62\u6210\u8986\u76d6\u5168\u9762\u3001\u8981\u7d20\u9f50\u5907\u3001\u5185\u5bb9\u5b8c\u6574\u7684\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u4f53\u7cfb\uff0c\u8fdb\u800c\u4fc3\u8fdb\u8bd1\u8005\u80fd\u529b\u57f9\u517b\u7684\u7efc\u5408\u63d0\u5347\u3002\u201c\u5ba1\u201d\u65e8\u5728\u5f3a\u8c03\u4ece\u5fae\u89c2\u5c42\u9762\uff0c\u6309\u7167\u771f\u5b9e\u6027\u3001\u9488\u5bf9\u6027\u3001\u5951\u5408\u6027\u3001\u4ee3\u8868\u6027\u3001\u5ba2\u89c2\u6027\u7b49\u6807\u51c6\uff0c\u5bf9\u8d44\u6e90\u7684\u5185\u5bb9\u3001\u8d28\u91cf\u3001\u4ef7\u503c\u7b49\u8fdb\u884c\u591a\u7ef4\u5ba1\u6838\uff0c\u4f7f\u5176\u7b26\u5408\u7ffb\u8bd1\u6559\u5b66\u76ee\u6807\u8981\u6c42\u3002\u7814\u5ba1\u7ed3\u5408\u662fAIGC\u65f6\u4ee3\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u9ad8\u8d28\u91cf\u9074\u9009\u548c\u4f53\u7cfb\u5316\u5efa\u8bbe\u7684\u91cd\u8981\u4fdd\u969c\u3002<\/p>\n<\/section>\n
\n
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\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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3.2 \u4ee5\u9700\u6c42\u4e3a\u5bfc\u5411\u5efa\u7acb\u8d44\u6e90\u7684\u7ec6\u5206\u4f53\u7cfb<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\u786e\u5b9a\u9700\u6c42\u662f\u5f00\u53d1\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u7684\u8d77\u70b9\uff0c\u8d44\u6e90\u5f00\u53d1\u8005\u5e94\u5728\u5145\u5206\u8c03\u7814\u7684\u57fa\u7840\u4e0a\uff0c\u786e\u5b9a\u7ffb\u8bd1\u6559\u5b66\u4e3b\u4f53\u5bf9\u8d44\u6e90\u7c7b\u578b\u3001\u8d44\u6e90\u7ed3\u6784\u3001\u8d44\u6e90\u8868\u5f81\u5f62\u5f0f\u3001\u8d44\u6e90\u5185\u5bb9\u3001\u8d44\u6e90\u4f53\u91cf\u3001\u8d44\u6e90\u8d28\u91cf\u3001\u8d44\u6e90\u670d\u52a1\u5e73\u53f0\u7b49\u76f8\u5173\u9700\u6c42\uff0c\u4ece\u800c\u4e3a\u89c4\u5212\u8d44\u6e90\u5efa\u8bbe\u65b9\u5411\u3001\u660e\u786e\u8d44\u6e90\u5efa\u8bbe\u91cd\u70b9\u3001\u7ec6\u5316\u8d44\u6e90\u5efa\u8bbe\u8981\u6c42\u63d0\u4f9b\u6709\u6548\u5f15\u5bfc\uff0c\u5e76\u8fdb\u800c\u4e3a\u63d0\u5347\u7ffb\u8bd1\u8bfe\u7a0b\u5efa\u8bbe\u8d28\u91cf\u3001\u4f18\u5316\u7ffb\u8bd1\u6559\u5b66\u6d41\u7a0b\u3001\u5897\u8fdb\u4e2a\u6027\u5316\u5b66\u4e60\u6548\u679c\u63d0\u4f9b\u8d44\u6e90\u4fdd\u969c\u3002<\/p>\n
\u5728\u7ffb\u8bd1\u6559\u5b66\u4e3b\u4f53\u4e2d\uff0c\u5b66\u4e60\u8005\u9700\u6c42\u662f\u8d44\u6e90\u5efa\u8bbe\u5e94\u5173\u6ce8\u7684\u91cd\u70b9\u3002\u5b66\u4e60\u8005\u5bf9\u8d44\u6e90\u7684\u9700\u6c42\u4f53\u73b0\u5728\u76ee\u6807\u3001\u5185\u5bb9\u3001\u8fc7\u7a0b\u3001\u8bc4\u4ef7\u7b49\u591a\u4e2a\u65b9\u9762\u3002\u5176\u4e2d\uff0c\u5b66\u4e60\u76ee\u6807\u7684\u9700\u6c42\u4e3b\u8981\u8868\u73b0\u4e3a\u8d44\u6e90\u4e0e\u8bed\u8a00\u670d\u52a1\u884c\u4e1a\u524d\u6cbf\u53d1\u5c55\u8981\u6c42\u3001\u7ffb\u8bd1\u804c\u4e1a\u6280\u80fd\u53d1\u5c55\u8981\u6c42\u3001\u7ffb\u8bd1\u6559\u5b66\u9636\u6bb5\u6027\u76ee\u6807\u8981\u6c42\u4e4b\u95f4\u7684\u5951\u5408\u6027\uff1b\u5b66\u4e60\u5185\u5bb9\u7684\u9700\u6c42\u4f53\u73b0\u4e3a\u8d44\u6e90\u5728\u96be\u5ea6\u6c34\u5e73\u3001\u4e13\u4e1a\u9886\u57df\u3001\u4e3b\u9898\u8986\u76d6\u3001\u6280\u80fd\u5206\u89e3\u7b49\u65b9\u9762\u7684\u5dee\u5f02\u6027\u548c\u591a\u5143\u6027\uff1b\u5b66\u4e60\u8fc7\u7a0b\u7684\u9700\u6c42\u8868\u73b0\u4e3a\u8d44\u6e90\u5728\u4efb\u52a1\u60c5\u5883\u7684\u771f\u5b9e\u6027\u3001\u7ec3\u4e60\u5de9\u56fa\u7684\u9488\u5bf9\u6027\u3001\u8def\u5f84\u9009\u62e9\u7684\u4f18\u5316\u6027\u3001\u590d\u4e60\u5f3a\u5316\u7684\u5faa\u73af\u6027\u3001\u5b66\u4e60\u8fdb\u5c55\u7684\u524d\u77bb\u6027\u7b49\u65b9\u9762\u53d1\u6325\u7684\u4ef7\u503c\uff1b\u5b66\u4e60\u8bc4\u4ef7\u7684\u9700\u6c42\u5219\u5305\u62ec\u8d44\u6e90\u5728\u5b66\u4e60\u53cd\u9988\u3001\u804c\u4e1a\u501f\u9274\u3001\u81ea\u4e3b\u8bc4\u4ef7\u7b49\u65b9\u9762\u7684\u9002\u914d\u6027\u4e0e\u53c2\u7167\u6027\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u7ffb\u8bd1\u6559\u5e08\u5728\u5927\u7eb2\u7f16\u5236\u3001\u8bfe\u7a0b\u5f00\u53d1\u3001\u65b9\u6cd5\u8bbe\u8ba1\u3001\u6559\u5b66\u8bc4\u4ef7\u7b49\u65b9\u9762\u7684\u9700\u6c42\uff0c\u4e5f\u9700\u8981\u7eb3\u5165\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u5173\u6ce8\u7684\u8303\u7574\u3002<\/p>\n
\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u5efa\u8bbe\u5e94\u4ee5\u4e0a\u8ff0\u7ffb\u8bd1\u6559\u5b66\u4e3b\u4f53\u7684\u9700\u6c42\u4e3a\u5bfc\u5411\uff0c\u4ece\u529f\u80fd\u5b9a\u4f4d\u3001\u5e94\u7528\u573a\u666f\u3001\u9002\u7528\u5bf9\u8c61\u3001\u4e13\u4e1a\u7528\u9014\u548c\u5185\u5bb9\u67b6\u6784\u7b49\u7ef4\u5ea6\uff0c\u5efa\u7acb\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u7684\u7ec6\u5206\u4f53\u7cfb\u3002\u5728\u529f\u80fd\u5b9a\u4f4d\u65b9\u9762\uff0c\u53ef\u4ece\u9884\u8bbe\u6027\u8d44\u6e90\u3001\u5173\u8054\u6027\u8d44\u6e90\u3001\u751f\u6210\u6027\u8d44\u6e90\u548c\u6cdb\u5316\u6027\u8d44\u6e90\u7b49\u65b9\u9762\uff0c\u5efa\u7acb\u901a\u7528\u4e0e\u4e13\u7528\u76f8\u7ed3\u5408\u3001\u5185\u5bb9\u4e0e\u8fc7\u7a0b\u76f8\u7edf\u4e00\u7684\u8d44\u6e90\u4f53\u7cfb\u3002\u5728\u5e94\u7528\u573a\u666f\u65b9\u9762\uff0c\u53ef\u5efa\u7acb\u6db5\u76d6\u6559\u5b66\u8ba1\u5212\u4e0e\u51c6\u5907\u3001\u6559\u5b66\u7ec4\u7ec7\u4e0e\u5b9e\u65bd\u3001\u6559\u5b66\u76d1\u7763\u4e0e\u7ba1\u7406\u3001\u6559\u5b66\u6d4b\u8bd5\u4e0e\u8bc4\u4f30\u7684\u5168\u6d41\u7a0b\u8d44\u6e90\u4f53\u7cfb\u3002\u5728\u9002\u7528\u5bf9\u8c61\u65b9\u9762\uff0c\u53ef\u6309\u5e74\u7ea7\u3001\u6c34\u5e73\u3001\u8bed\u79cd\u5212\u5206\u5b66\u4e60\u8005\u7fa4\u4f53\uff0c\u5efa\u7acb\u5177\u6709\u5dee\u5f02\u6027\u548c\u8854\u63a5\u6027\u7684\u8d44\u6e90\u5e94\u7528\u4f53\u7cfb\u3002\u5728\u4e13\u4e1a\u7528\u9014\u65b9\u9762\uff0c\u53ef\u6309\u5b66\u79d1\u9886\u57df\u3001\u4e3b\u9898\u8303\u7574\u5efa\u7acb\u7b26\u5408\u533a\u57df\u7279\u8272\u548c\u6821\u672c\u7279\u8272\u7684\u5782\u76f4\u9886\u57df\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u4f53\u7cfb\u3002\u5728\u5185\u5bb9\u67b6\u6784\u65b9\u9762\uff0c\u53ef\u6309\u7406\u8bba\u3001\u8bed\u8a00\u3001\u77e5\u8bc6\u3001\u6280\u80fd\u3001\u5fc3\u7406\u3001\u6280\u672f\u3001\u5b9e\u8df5\u7b49\u6a21\u5757\u5efa\u7acb\u8981\u7d20\u5b8c\u6574\u7684\u7ffb\u8bd1\u8bfe\u7a0b\u8d44\u6e90\u4f53\u7cfb\u3002<\/p>\n<\/section>\n
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3.3 \u4ee5\u4eba\u673a\u4ea4\u4e92\u4e3a\u91cd\u70b9\u63a8\u8fdb\u8d44\u6e90\u5185\u5bb9\u521b\u65b0<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\u5229\u7528AIGC\u6280\u672f\u751f\u6210\u8d44\u6e90\u7684\u8fc7\u7a0b\u5305\u62ec\u6570\u636e\u6536\u96c6\u3001\u7b97\u6cd5\u8bbe\u8ba1\u3001\u6570\u636e\u9884\u5904\u7406\u3001\u6a21\u578b\u751f\u6210\u548c\u4f18\u5316\u3001\u63d0\u4f9b\u5185\u5bb9\u751f\u6210\u670d\u52a1\u7b49\u73af\u8282\u3002\u5728\u8d44\u6e90\u751f\u6210\u8fc7\u7a0b\u4e2d\uff0c\u5927 \u8bed\u8a00\u6a21\u578b\u548c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u53d1\u6325\u7740\u57fa\u7840\u6027\u4f5c\u7528\uff0c\u800c\u4e0e\u6b64\u540c\u65f6\uff0c\u4f7f\u7528\u8005\u7684\u6280\u672f\u610f\u8bc6\u3001\u8ba4\u77e5\u3001\u7d20\u517b\u540c\u6837\u53d1\u6325\u7740\u5173\u952e\u6027\u4f5c\u7528\uff0c\u4f7f\u7528\u8005\u662f\u5426\u4e0eAIGC\u8fdb\u884c\u6709\u6548\u4ea4\u4e92\uff0c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u51b3\u5b9a\u4e86\u8d44\u6e90\u5efa\u8bbe\u7684\u5185\u5bb9\u8d28\u91cf\u4e0e\u521b\u65b0\u7a0b\u5ea6\u3002<\/p>\n
\u9996\u5148\uff0c\u5728\u610f\u8bc6\u548c\u8ba4\u77e5\u5c42\u9762\uff0c\u8d44\u6e90\u5efa\u8bbe\u8005\u5e94\u514b\u670d\u60f0\u6027\u601d\u7ef4\uff0c\u6452\u5f03\u8fc7\u5ea6\u4f9d\u8d56\u4eba\u5de5\u667a\u80fd\u7684\u60f3\u6cd5\u3002\u540c\u65f6\uff0c\u8d44\u6e90\u5f00\u53d1\u8005\u9700\u8981\u4ece\u8ba4\u77e5\u5c42\u9762\u4e86\u89e3AIGC\u8d44\u6e90\u751f\u6210\u7684\u57fa\u672c\u539f\u7406\u548c\u8fd0\u884c\u673a\u5236\uff0c\u5efa\u7acb\u5bf9\u8d44\u6e90\u751f\u6210\u673a\u7406\u7684\u611f\u6027\u8ba4\u8bc6\uff0c\u4e86\u89e3\u8d44\u6e90\u751f\u6210\u8fc7\u7a0b\u4e2d\u5728\u6765\u6e90\u6570\u636e\u3001\u77e5\u8bc6\u4ea7\u6743\u3001\u5185\u5bb9\u8d28\u91cf\u3001\u9690\u79c1\u5b89\u5168\u3001\u77e5\u8bc6\u9886\u57df\u3001\u4f26\u7406\u95ee\u9898\u7b49\u65b9\u9762\u53ef\u80fd\u5b58\u5728\u7684\u77ed\u677f\u4e0e\u5c40\u9650\uff0c\u4ece\u800c\u4e3a\u8d44\u6e90\u7684\u5408\u7406\u751f\u6210\u4e0e\u6709\u6548\u5229\u7528\u63d0\u4f9b\u77e5\u8bc6\u57fa\u7840\u3002\u6b64\u5916\uff0c\u8d44\u6e90\u5efa\u8bbe\u8005\u8fd8\u5e94\u57f9\u517b\u6279\u5224\u6027\u601d\u7ef4\uff0c\u52a0\u5f3a\u5bf9\u8d44\u6e90\u5185\u5bb9\u3001\u8d28\u91cf\u7684\u9274\u522b\u80fd\u529b\u4e0e\u521b\u65b0\u601d\u8003\uff0c\u5177\u6709\u4e00\u5b9a\u7684\u8d44\u6e90\u4f18\u5316\u4e0e\u521b\u65b0\u80fd\u529b\uff1b\u540c\u65f6\u5c06\u4eba\u7c7b\u7279\u6709\u7684\u60f3\u8c61\u529b\u3001\u6d1e\u5bdf\u529b\u3001\u5224\u65ad\u529b\u3001\u5171\u60c5\u529b\u878d\u5165\u8d44\u6e90\u5efa\u8bbe\u8fc7\u7a0b\uff0c\u4ea7\u751f\u601d\u60f3\u78b0\u649e\u3001\u60c5\u611f\u7406\u89e3\u3001\u5fc3\u7075\u5171\u901a\u7b49\u9971\u542b\u4eba\u7c7b\u751f\u547d\u7279\u5f81\u7684\u4e92\u52a8\u8981\u9886\u3002\u63d0\u5347\u8d44\u6e90\u751f\u6210\u7684\u7075\u6027\u4e0e\u6e29\u5ea6\uff0c\u9075\u5faa\u6309\u4eba\u6027\u6d78\u67d3\u5fc3\u7075\u7684\u6559\u80b2\u672c\u8d28\uff0c\u505a\u6709\u6e29\u5ea6\u548c\u6709\u4eba\u6587\u610f\u8574\u7684\u4eba\u5de5\u667a\u80fd+\u6559\u80b2\u3002<\/p>\n
\u5176\u6b21\uff0c\u5728\u6280\u672f\u7d20\u517b\u5c42\u9762\uff0c\u7ffb\u8bd1\u6559\u5b66\u5e08\u751f\u5e94\u901a\u8fc7\u81ea\u4e3b\u63a2\u7d22\u5f0f\u5b66\u4e60\u3001\u5b66\u672f\u793e\u533a\u7814\u8ba8\u5f0f\u5b66\u4e60\u3001\u8de8\u5b66\u79d1\u65b9\u6cd5\u5b66\u4e60\u7b49\u65b9\u5f0f\uff0c\u5b66\u4e60\u548c\u5e94\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u4e2d FlowGPT\u3001BestPrompts\u3001Hugging Face\u3001PromptPerfect\u3001Promptomania\u3001 Prompthero\u7b49\u4e0e\u7ffb\u8bd1\u8d44\u6e90\u76f8\u5173\u7684\u63d0\u793a\uff08Prompt\uff09\u5de5\u5177\u7f51\u7ad9\uff0c\u6216\u53ef\u4ee5\u7cfb\u7edf\u5b66\u4e60\u6709\u5173\u63d0\u793a\u5de5\u7a0b\uff08Prompt Engineering\uff09\u7684\u57f9\u8bad\u8bfe\u7a0b\uff0c\u7528\u5408\u7406\u7684\u63d0\u793a\u8bcd\u4e0e\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u5f62\u6210\u66f4\u4e3a\u6709\u6548\u7684\u4ea4\u4e92\uff0c\u4ece\u800c\u751f\u6210\u548c\u83b7\u53d6\u66f4\u4e3a\u6709\u6548\u7684\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u3002\u540c\u65f6\uff0c\u8fd8\u53ef\u5229\u7528 PlagScan\u3001Grammarly\u3001Turnitin\u3001Ginger\u3001Hemingway Editor\u7b49\u8d28\u91cf\u68c0\u6d4b\u8f6f\u4ef6\u6216\u5de5\u5177\u4ee5\u53ca\u56fd\u5185\u5916\u5b66\u672f\u8d44\u6e90\u6570\u636e\u5e93\u4f5c\u4e3a\u53c2\u8003\uff0c\u63d0\u9ad8\u5bf9\u6240\u751f\u6210\u8d44\u6e90\u7684\u5ba1\u6838\u4e0e\u8d28\u68c0\u6548\u7387\uff0c\u5e76\u786e\u4fdd\u8d44\u6e90\u7684\u51c6\u786e\u6027\u3001\u53ef\u4fe1\u5ea6\u548c\u5408\u6cd5\u6027\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u5e08\u751f\u5e94\u53ef\u8fdb\u4e00\u6b65\u63d0\u5347\u8ba1\u7b97\u673a\u7d20\u517b\u4e0e\u7f16\u7a0b\u601d\u7ef4\uff0c\u53ef\u4ee5\u5b66\u4e60\u8bf8\u5982Python\u8bed\u8a00\u3001Java\u8bed\u8a00\u3001PHP\u8bed\u8a00\u3001C\u8bed\u8a00\u3001C++ \u8bed\u8a00\u3001Visual Basic\u8bed\u8a00\u7b49\u8ba1\u7b97\u673a\u7f16\u7a0b\u8bed\u8a00\uff0c\u4ece\u800c\u66f4\u597d\u5730\u5c06\u7f16\u7a0b\u5de5\u5177\u3001 \u7b2c\u4e09\u65b9\u63d2\u4ef6\u3001\u8f6f\u4ef6\u5f00\u53d1\u5de5\u5177\u5305\uff08SDK\uff09\u3001\u865a\u62df\u4eff\u771f\u5e73\u53f0\u7b49\u5de5\u5177\u548c\u8d44\u6e90\u4e0e AIGC\u6280\u672f\u5f62\u6210\u5bf9\u63a5\uff0c\u53d1\u6325\u6280\u672f\u878d\u5408\u7684\u4f18\u52bf\uff0c\u4e3a\u751f\u6210\u66f4\u5177\u521b\u65b0\u6027\u548c\u8d28\u91cf\u6c34\u51c6\u7684\u7ffb\u8bd1\u6559\u5b66\u8d44\u6e90\u63d0\u4f9b\u6280\u672f\u652f\u6491\u3002<\/p>\n<\/section>\n
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3.4 \u5efa\u7acb\u5171\u5efa\u5171\u4eab\u7684\u7edf\u7b79\u534f\u8c03\u673a\u5236<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
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4<\/strong><\/p>\n<\/section>\n
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\u7ed3\u8bed<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
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\u00a0<\/span><\/p>\n
\u53c2\u8003\u6587\u732e\u7565\u3002<\/p>\n
\n<\/section>\n
\n
\u70b9\u51fb\u67e5\u770b\uff1a<\/span>\u300a\u5317\u4eac\u7ffb\u8bd1\u300b\uff08\u7b2c2\u5377\uff09\u76ee\u5f55\u53ca\u6458\u8981<\/span><\/a><\/span><\/p>\n
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