{"id":10525,"date":"2019-12-11T16:25:21","date_gmt":"2019-12-11T08:25:21","guid":{"rendered":"https:\/\/www.kaspersky.com.cn\/blog\/?p=10525"},"modified":"2019-12-11T16:25:21","modified_gmt":"2019-12-11T08:25:21","slug":"emotional-ai","status":"publish","type":"post","link":"https:\/\/www.kaspersky.com.cn\/blog\/emotional-ai\/10525\/","title":{"rendered":"\u7406\u667a\u4e0e\u60c5\u611f\uff1a\u6211\u4eec\u771f\u7684\u5e0c\u671b\u4eba\u5de5\u667a\u80fd\u61c2\u5f97\u60c5\u611f\u5417\uff1f"},"content":{"rendered":"<p>\u8ba9\u6211\u4eec\u60f3\u8c61\u4e00\u4e0b\u8fd9\u6837\u60c5\u666f\uff1a\u8fd9\u4e00\u5929\u4f60\u7684\u5fc3\u60c5\u975e\u5e38\u7cdf\u7cd5\uff0c\u56de\u5230\u5bb6\u4e4b\u540e\uff0c\u56e0\u4e3a\u95e8\u5f00\u5f97\u4e0d\u591f\u5feb\u800c\u51b2\u7740\u95e8\u5927\u558a\u5927\u53eb\uff0c\u56e0\u4e3a\u706f\u6ce1\u70e7\u574f\u4e86\u800c\u5bf9\u7740\u5b83\u6012\u543c\uff0c\u7d27\u63a5\u7740\u667a\u80fd\u97f3\u7bb1\u5f88\u5feb\u5c31\u5f00\u59cb\u64ad\u653e\u8212\u7f13\u7684\u97f3\u4e50\uff0c\u5496\u5561\u673a\u81ea\u52a8\u5236\u4f5c\u4e86\u4e00\u676f\u6469\u5361\u3002\u53c8\u6216\u8005\u5f53\u4f60\u8d70\u8fdb\u4e00\u5bb6\u5546\u5e97\u65f6\uff0c\u673a\u5668\u4eba\u9760\u8fd1\u4f60\u4e4b\u540e\u53d1\u73b0\u4f60\u7684\u8868\u60c5\u4e0d\u592a\u9ad8\u5174\uff0c\u4e8e\u662f\u540e\u9000\u4e00\u6b65\u8f6c\u8eab\u670d\u52a1\u5176\u4ed6\u7684\u5ba2\u4eba\u3002\u542c\u8d77\u6765\u662f\u4e0d\u662f\u50cf\u79d1\u5e7b\u5c0f\u8bf4\u7684\u60c5\u8282\uff1f<\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u60c5\u7eea\u8bc6\u522b\u6280\u672f\u5df2\u7ecf\u5f15\u5165\u4e86\u751f\u6d3b\u7684\u5404\u4e2a\u9886\u57df\u3002\u5728\u4e0d\u4e45\u7684\u5c06\u6765\uff0c\u6211\u4eec\u7684\u60c5\u7eea\u5f88\u53ef\u80fd\u4f1a\u88ab\u5404\u79cd\u7535\u5b50\u8bbe\u5907\u3001\u5bb6\u7528\u7535\u5668\u3001\u6c7d\u8f66\u7b49\u76d1\u63a7\u8bc6\u522b\u3002\u901a\u8fc7\u8fd9\u7bc7\u6587\u7ae0\uff0c\u6211\u4eec\u5c06\u5e26\u4f60\u4e00\u8d77\u8ba4\u8bc6\u8fd9\u79cd\u6280\u672f\u662f\u5982\u4f55\u8fd0\u4f5c\uff0c\u53c8\u5c06\u4e3a\u6211\u4eec\u7684\u751f\u6d3b\u5e26\u6765\u591a\u5c11\u4fbf\u5229\uff0c\u4e43\u81f3\u5371\u9669\u3002<\/p>\n<div 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href=\"https:\/\/arxiv.org\/pdf\/1908.05913.pdf\" target=\"_blank\" rel=\"noopener nofollow\">\u5468\u56f4\u73af\u5883<\/a>\u4e0e\u4e2a\u4f53\u9762\u90e8\u8868\u60c5\u548c\u8bed\u8a00\u7ed3\u5408\u4e00\u8d77\u7eb3\u5165\u8003\u8651\u8303\u56f4\u3002\u8fd9\u79cd\u7cfb\u7edf\u80fd\u591f\u8bc6\u522b\u51fa\u4e2a\u4f53\u5728\u67aa\u53e3\u4e4b\u4e0b\u88ab\u8feb\u7684\u5fae\u7b11\u5e76\u4e0d\u8868\u793a\u9ad8\u5174\u3002<\/p>\n<p>\u60c5\u7eea\u76d1\u6d4b\u7cfb\u7edf\u9700\u8981\u901a\u8fc7\u5927\u91cf\u7684\u6807\u8bb0\u6570\u636e\u624d\u80fd\u5b66\u4e60\u67d0\u79cd\u60c5\u7eea\u53ca\u5176\u5916\u5728\u8868\u73b0\u4e4b\u95f4\u7684\u5173\u8054\u3002\u8fd9\u4e9b\u6570\u636e\u5305\u62ec\u97f3\u9891\u548c\u89c6\u9891\uff0c\u8303\u56f4\u4ece\u7535\u89c6\u8282\u76ee\u3001\u91c7\u8bbf\u3001\u6d89\u53ca\u771f\u4eba\u7684\u5b9e\u9a8c\u3001\u620f\u5267\u8868\u6f14\u6216\u7535\u5f71\u7247\u6bb5\u5230\u4e13\u4e1a\u6f14\u5458\u8868\u6f14\u7684\u5bf9\u8bdd\u7b49\u3002<\/p>\n<p>\u6839\u636e\u4e0d\u540c\u7684\u76ee\u7684\uff0c\u53ef\u4ee5\u4f7f\u7528\u7167\u7247\u6216\u6587\u672c\u8bed\u6599\u5e93\u8bad\u7ec3\u7b80\u5355\u4e00\u4e9b\u7684\u7cfb\u7edf\u3002<a href=\"https:\/\/aidemos.microsoft.com\/face-recognition\" target=\"_blank\" rel=\"noopener nofollow\">\u8fd9\u4e2a\u5fae\u8f6f\u7684\u9879\u76ee<\/a>\u8bd5\u56fe\u4ece\u7167\u7247\u4e2d\u8bfb\u53d6\u4eba\u7684\u60c5\u7eea\u3001\u6027\u522b\u4ee5\u53ca\u5927\u6982\u7684\u5e74\u9f84\u8303\u56f4\u3002<\/p>\n<h2>\u60c5\u7eea\u8bc6\u522b\u6709\u4ec0\u4e48\u7528\uff1f<\/h2>\n<p>Gartner\u516c\u53f8\u9884\u6d4b\uff0c\u52302022\u5e74\uff0c\u767e\u5206\u4e4b\u5341\u7684\u7535\u5b50\u4ea7\u54c1\u90fd\u5c06<a href=\"https:\/\/www.gartner.com\/smarterwithgartner\/13-surprising-uses-for-emotion-ai-technology\/\" target=\"_blank\" rel=\"noopener nofollow\">\u914d\u5907\u60c5\u611f\u8bc6\u522b\u6280\u672f<\/a>\u3002\u4f46\u5176\u5b9e\u73b0\u5728\u5df2\u7ecf\u6709\u4e00\u4e9b\u7ec4\u7ec7\u5728\u4f7f\u7528\u8fd9\u79cd\u6280\u672f\u4e86\u3002\u5f53\u4f60\u8d70\u8fdb\u529e\u516c\u5ba4\u3001\u94f6\u884c\u6216\u9910\u5385\u65f6\uff0c\u53ef\u80fd\u4f1a\u6709\u4e00\u4e2a<a href=\"https:\/\/en.wikipedia.org\/wiki\/Pepper_(robot)%252523Commercial\" target=\"_blank\" rel=\"noopener nofollow\">\u53cb\u5584\u7684\u673a\u5668\u4eba<\/a>\u8fce\u4e0a\u524d\u6765\u6b22\u8fce\u4f60\u3002\u8fd9\u7c7b\u7cfb\u7edf\u53ef\u80fd\u5728\u4ee5\u4e0b\u9886\u57df\u5185\u88ab\u8bc1\u5b9e\u662f\u6709\u76ca\u7684\u3002<\/p>\n<h3>\u5b89\u5168<\/h3>\n<p>\u60c5\u611f\u8bc6\u522b\u53ef\u4ee5\u7528\u6765\u9632\u6b62\u5bb6\u5ead\u66b4\u529b\u548c\u5176\u4ed6\u66b4\u529b\u3002\u8bb8\u591a<a href=\"https:\/\/www.theverge.com\/2018\/6\/6\/17433482\/ai-automated-surveillance-drones-spot-violent-behavior-crowds\" target=\"_blank\" rel=\"noopener nofollow\">\u79d1\u7814\u6587\u7ae0<\/a>\u90fd\u63d0\u5230\u4e86\u8fd9\u4e2a\u95ee\u9898\uff0c\u5df2\u7ecf\u6709\u4f01\u4e1a\u5411\u5b66\u6821\u548c\u5176\u4ed6\u673a\u6784<a href=\"https:\/\/www.louroe.com\/product\/aggression-detector\/\" target=\"_blank\" rel=\"noopener nofollow\">\u51fa\u552e\u8fd9\u6837\u7684\u7cfb\u7edf<\/a>\u3002<\/p>\n<h3>\u62db\u8058<\/h3>\n<p>\u4e00\u4e9b\u516c\u53f8\u4f7f\u7528\u80fd\u591f\u8bc6\u522b\u60c5\u7eea\u7684\u4eba\u5de5\u667a\u80fd\u4f5c\u4e3a<a href=\"https:\/\/www.businessinsider.com\/unilever-artificial-intelligence-hiring-process-2017-6\" target=\"_blank\" rel=\"noopener nofollow\">\u4eba\u529b\u8d44\u6e90\u52a9\u7406<\/a>\u3002\u7cfb\u7edf\u4f1a\u5728\u7b5b\u9009\u8fc7\u7a0b\u7684\u521d\u59cb\u9636\u6bb5(\u4e5f\u662f\u6700\u8017\u65f6\u7684\u9636\u6bb5)\u5bf9\u6c42\u804c\u8005\u7684\u5173\u952e\u8bcd\u3001\u8bed\u97f3\u8bed\u8c03\u548c\u9762\u90e8\u8868\u60c5\u8fdb\u884c\u8bc4\u4f30\uff0c\u4e3a\u4eba\u529b\u62db\u8058\u4eba\u5458\u7f16\u5199\u4e00\u4efd\u62a5\u544a\uff0c\u6c47\u62a5\u6c42\u804c\u8005\u662f\u5426\u771f\u7684\u5bf9\u8be5\u804c\u4f4d\u611f\u5174\u8da3\u3001\u662f\u5426\u8bda\u5b9e\u7b49\u7b49\u95ee\u9898\u3002<\/p>\n<h3>\u5173\u6ce8\u7528\u6237<\/h3>\n<p>\u4eca\u5e74\uff0c\u8fea\u62dc\u9053\u8def\u548c\u4ea4\u901a\u7ba1\u7406\u5c40\u5728\u5176\u5ba2\u6237\u670d\u52a1\u4e2d\u5fc3\u63a8\u51fa\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u7cfb\u7edf\uff0c\u4f7f\u7528\u914d\u5907AI\u7684\u76f8\u673a<a href=\"https:\/\/gulfnews.com\/uae\/transport\/are-you-happy-rta-starts-measuring-customers-happiness-level-by-using-ai-cameras-1.65909454\" target=\"_blank\" rel=\"noopener nofollow\">\u6bd4\u8f83\u4eba\u4eec\u5728\u8fdb\u51fa\u5927\u697c\u65f6\u7684\u60c5\u7eea<\/a>\u4ee5\u5224\u65ad\u4ed6\u4eec\u5bf9\u670d\u52a1\u7684\u6ee1\u610f\u7a0b\u5ea6\u3002\u5982\u679c\u6700\u7ec8\u5f97\u51fa\u7684\u5206\u6570\u4f4e\u4e8e\u67d0\u4e00\u6570\u503c\uff0c\u7cfb\u7edf\u5c31\u4f1a\u5efa\u8bae\u4e2d\u5fc3\u7684\u5458\u5de5\u91c7\u53d6\u63aa\u65bd\u63d0\u5347\u670d\u52a1\u8d28\u91cf\u3002\uff08\u51fa\u4e8e\u9690\u79c1\u8003\u8651\uff0c\u4e0d\u4f1a\u4fdd\u5b58\u6765\u8bbf\u8005\u7684\u7167\u7247\u3002\uff09<\/p>\n<h3>\u4e3a\u6709\u7279\u6b8a\u9700\u6c42\u7684\u513f\u7ae5\u63d0\u4f9b\u793e\u4ea4\u5e2e\u52a9<\/h3>\n<p>\u53e6\u4e00\u4e2a\u9879\u76ee\u65e8\u5728<a href=\"https:\/\/gulfnews.com\/uae\/transport\/are-you-happy-rta-starts-measuring-customers-happiness-level-by-using-ai-cameras-1.65909454\" target=\"_blank\" rel=\"noopener nofollow\">\u5e2e\u52a9\u81ea\u95ed\u75c7\u513f\u7ae5\u7406\u89e3\u5468\u56f4\u4eba\u7684\u611f\u53d7<\/a>\u3002\u8be5\u7cfb\u7edf\u4ee5\u8c37\u6b4c\u667a\u80fd\u773c\u955c\u4e3a\u8f7d\u4f53\u8fd0\u884c\uff0c\u5f53\u5b69\u5b50\u4e0e\u5176\u4ed6\u4eba\u4e92\u52a8\u65f6\uff0c\u773c\u955c\u4e0a\u4f1a\u663e\u793a\u56fe\u50cf\u5e76\u901a\u8fc7\u4e00\u5b9a\u7684\u58f0\u97f3\u63d0\u793a\u540e\u8005\u7684\u60c5\u7eea\u3002\u6d4b\u8bd5\u8868\u660e\uff0c\u5728\u773c\u955c\u7684\u5e2e\u52a9\u4e0b\uff0c\u513f\u7ae5\u7684\u793e\u4ea4\u901f\u5ea6\u53d8\u5feb\u4e86\u3002<\/p>\n<h2>\u60c5\u7eea\u68c0\u6d4b\u6709\u6548\u5417\uff1f<\/h2>\n<p>\u60c5\u7eea\u8bc6\u522b\u6280\u672f\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002\u7f8e\u56fd\u6821\u56ed\u5185\u4f7f\u7528\u7684\u653b\u51fb\u578b\u68c0\u6d4b\u6280\u672f\u5c31\u662f\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u4f8b\u5b50\uff0c\u636e\u7ed3\u679c\u663e\u793a\uff0c\u7cfb\u7edf\u8ba4\u4e3a<a href=\"https:\/\/features.propublica.org\/aggression-detector\/the-unproven-invasive-surveillance-technology-schools-are-using-to-monitor-students\/\" target=\"_blank\" rel=\"noopener nofollow\">\u54b3\u55fd\u58f0\u8fdc\u6bd4\u6bdb\u9aa8\u609a\u7136\u7684\u60ca\u53eb\u58f0\u66f4\u503c\u5f97\u5173\u6ce8<\/a>\u3002<\/p>\n<p>\u5357\u52a0\u5dde\u5927\u5b66\u7684\u7814\u7a76\u4eba\u5458\u53d1\u73b0\uff0c\u9762\u90e8\u8bc6\u522b\u6280\u672f\u4e5f\u5f88<a href=\"https:\/\/news.usc.edu\/160360\/algorithms-emotions-facial-expressions-predict-intentions\/\" target=\"_blank\" rel=\"noopener nofollow\">\u5bb9\u6613\u51fa\u9519<\/a>\u3002\u673a\u5668\u80fd\u591f\u81ea\u52a8\u5730\u5c06\u7279\u5b9a\u7684\u9762\u90e8\u8868\u60c5\u4e0e\u60c5\u7eea\u5bf9\u5e94\u8054\u7cfb\u8d77\u6765\uff0c\u4f46\u5374\u65e0\u6cd5\u533a\u5206\u5e26\u6709\u6076\u610f\u6216\u5e78\u707e\u4e50\u7978\u7684\u7b11\u548c\u771f\u8bda\u7684\u5fae\u7b11\u3002<\/p>\n<p>\u56e0\u6b64\uff0c<a href=\"https:\/\/arxiv.org\/pdf\/1908.05913.pdf\" target=\"_blank\" rel=\"noopener 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href=\"https:\/\/arxiv.org\/abs\/1908.03632\" target=\"_blank\" rel=\"noopener nofollow\">\u5f00\u53d1<\/a>\u4e86\u4e00\u79cd\u9690\u79c1\u4fdd\u62a4\u6280\u672f\uff0c\u80fd\u591f\u6d88\u9664\u4eba\u58f0\u97f3\u4e2d\u9690\u542b\u7684\u60c5\u611f\u4fe1\u606f\u3002\u7ecf\u8fc7\u5904\u7406\u4e4b\u540e\uff0c\u8f7d\u6709\u60c5\u7eea\u8bc6\u522b\u6280\u672f\u7684\u8bed\u97f3\u52a9\u624b\u80fd\u591f\u7406\u89e3\u8bdd\u8bed\u8868\u8fbe\u7684\u610f\u601d\uff0c\u4f46\u65e0\u6cd5\u89e3\u8bfb\u8bf4\u8bdd\u8005\u7684\u60c5\u7eea\u3002<\/p>\n<p>\u5bf9AI\u7684\u9650\u5236\u80af\u5b9a\u4f1a\u5f71\u54cd\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4e2d\u540c\u7406\u5fc3\u7684\u53d1\u5c55\uff0c\u8ba9\u5b83\u53d8\u5f97\u66f4\u52a0\u590d\u6742\uff0c\u5373\u4fbf\u662f\u73b0\u5728\u4e5f\u5f88\u5bb9\u6613\u51fa\u9519\u3002\u4f46\u62e5\u6709\u4e00\u5b9a\u7684\u4fdd\u62a4\u63aa\u65bd<span style=\"text-decoration: 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