{"id":3908,"date":"2024-06-15T11:31:34","date_gmt":"2024-06-15T03:31:34","guid":{"rendered":"https:\/\/nullthought.net\/?p=3908"},"modified":"2024-12-25T14:30:58","modified_gmt":"2024-12-25T06:30:58","slug":"human-i-o%ef%bc%8c%e5%af%b9%e5%a4%9a%e7%a7%8d%e6%83%85%e5%a2%83%e6%80%a7%e9%9a%9c%e7%a2%8d%ef%bc%88siids%ef%bc%89%e7%9a%84%e7%bb%9f%e4%b8%80%e6%a3%80%e6%b5%8b%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=3908","title":{"rendered":"Human I\/O\uff0c\u5bf9\u591a\u79cd\u60c5\u5883\u6027\u969c\u788d\uff08SIIDs\uff09\u7684\u7edf\u4e00\u68c0\u6d4b\u65b9\u6cd5"},"content":{"rendered":"\n<p>Human I\/O\u662f\u4e00\u79cd\u7edf\u4e00\u7684\u65b9\u6cd5\uff0c\u5b83\u4f7f\u7528<strong>\u81ea\u6211\u4e2d\u5fc3\u89c6\u89c9<\/strong>(<strong>egocentric vision<\/strong>)\u3001<strong>\u591a\u6a21\u6001\u611f\u77e5(multimodal sensing)<\/strong>\u548c<strong>\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406<\/strong>(<strong>LLM reasoning<\/strong>)\u6765\u68c0\u6d4b\u60c5\u5883\u6027\u969c\u788d\uff0c\u5e76\u8bc4\u4f30\u7528\u6237\u5728\u7279\u5b9a\u60c5\u5883\u4e0b\u4f7f\u7528\u624b\u3001\u89c6\u89c9\u3001\u542c\u89c9\u6216\u8bed\u97f3\u8fdb\u884c\u4ea4\u4e92\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u6bcf\u5929\u90fd\u4f1a\u9047\u5230\u4e00\u4e9b\u6682\u65f6\u6027\u7684\u6311\u6218\uff0c\u8fd9\u4e9b\u6311\u6218\u4f1a\u5f71\u54cd\u6211\u4eec\u5e94\u5bf9\u4e0d\u540c\u60c5\u51b5\u7684\u80fd\u529b\u3002\u8fd9\u4e9b\u6311\u6218\u88ab\u79f0\u4e3a<strong>\u60c5\u5883\u6027\u8bf1\u53d1\u7684\u969c\u788d\u548c\u6b8b\u75be<\/strong>\uff08<strong>Situationally Induced Impairments and Disabilities, SIIDs<\/strong>\uff09\uff0c\u5b83\u4eec\u53ef\u80fd\u7531\u5404\u79cd\u73af\u5883\u56e0\u7d20\u5f15\u8d77\uff0c\u5982\u566a\u97f3\u3001\u5149\u7ebf\u3001\u6e29\u5ea6\u3001\u538b\u529b\uff0c\u751a\u81f3\u662f\u793e\u4f1a\u89c4\u8303\u3002\u4f8b\u5982\uff0c\u60f3\u8c61\u4e00\u4e0b\u4f60\u5728\u4e00\u4e2a\u5608\u6742\u7684\u9910\u9986\u91cc\uff0c\u56e0\u4e3a\u542c\u4e0d\u5230\u7535\u8bdd\u94c3\u58f0\u800c\u9519\u8fc7\u4e86\u4e00\u4e2a\u91cd\u8981\u7684\u7535\u8bdd\u3002\u6216\u8005\u60f3\u8c61\u4e00\u4e0b\u4f60\u5728\u6d17\u7897\u65f6\u8bd5\u56fe\u56de\u590d\u4e00\u6761\u77ed\u4fe1\uff0c\u4f60\u7684\u6e7f\u624b\u548c\u6b63\u5728\u8fdb\u884c\u7684\u4efb\u52a1\u4f7f\u5f97\u6253\u5b57\u53d8\u5f97\u5f88\u56f0\u96be\u3002\u8fd9\u4e9b\u65e5\u5e38\u573a\u666f\u5c55\u793a\u4e86\u6211\u4eec\u7684\u73af\u5883\u5982\u4f55\u6682\u65f6\u51cf\u5c11\u6211\u4eec\u7684\u8eab\u4f53\u3001\u8ba4\u77e5\u6216\u60c5\u7eea\u80fd\u529b\uff0c\u5bfc\u81f4\u4ee4\u4eba\u6cae\u4e27\u7684\u4f53\u9a8c\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u60c5\u5883\u6027\u969c\u788d\u53d8\u5316\u5f88\u5927\u4e14\u9891\u7e41\u53d8\u5316\uff0c\u8fd9\u4f7f\u5f97\u96be\u4ee5\u5e94\u7528\u4e00\u79cd\u901a\u7528\u7684\u89e3\u51b3\u65b9\u6848\u6765\u5b9e\u65f6\u6ee1\u8db3\u7528\u6237\u7684\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u8003\u8651\u4e00\u4e2a\u5178\u578b\u7684\u65e9\u6668\u65e5\u5e38\uff1a\u5237\u7259\u65f6\uff0c\u7528\u6237\u53ef\u80fd\u65e0\u6cd5\u4f7f\u7528\u8bed\u97f3\u547d\u4ee4\u4e0e\u667a\u80fd\u8bbe\u5907\u4e92\u52a8\uff1b\u6d17\u8138\u65f6\uff0c\u53ef\u80fd\u5f88\u96be\u770b\u5230\u548c\u56de\u590d\u91cd\u8981\u7684\u77ed\u4fe1\uff1b\u4f7f\u7528\u5439\u98ce\u673a\u65f6\uff0c\u53ef\u80fd\u5f88\u96be\u542c\u5230\u4efb\u4f55\u7535\u8bdd\u901a\u77e5\u3002\u867d\u7136\u5404\u79cd\u52aa\u529b\u5df2\u7ecf\u4e3a\u8fd9\u4e9b\u7279\u5b9a\u60c5\u5883\u521b\u9020\u4e86\u9488\u5bf9\u6027\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4f46\u4e3a\u6bcf\u4e00\u79cd\u53ef\u80fd\u7684\u60c5\u5883\u548c\u6311\u6218\u7ec4\u5408\u624b\u52a8\u8bbe\u8ba1\u89e3\u51b3\u65b9\u6848\u5e76\u4e0d\u73b0\u5b9e\uff0c\u4e5f\u96be\u4ee5\u5927\u89c4\u6a21\u5e94\u7528\u3002<\/p>\n\n\n\n<p>\u83b7\u5f97CHI 2024\u6700\u4f73\u8bba\u6587\u8363\u8a89\u63d0\u540d\u5956\u7684\u201c<a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3613904.3642065\" target=\"_blank\" rel=\"noreferrer noopener\">Human I\/O: Towards a Unified Approach to Detecting Situational Impairments<\/a>\u201d\u8bba\u6587\u4ecb\u7ecd\u4e86\u4e00\u4e2a\u7528\u4e8e\u68c0\u6d4bSIIDs\u7684\u901a\u7528\u4e14\u53ef\u6269\u5c55\u7684\u6846\u67b6\u3002\u4e0e\u5176\u4e3a\u6d17\u8138\u3001\u5237\u7259\u6216\u4f7f\u7528\u5439\u98ce\u673a\u7b49\u6d3b\u52a8\u8bbe\u8ba1\u5355\u72ec\u7684\u6a21\u578b\uff0cHuman Input\/Output\uff08Human I\/O\uff09\u666e\u904d\u8bc4\u4f30\u7528\u6237\u7684\u89c6\u89c9\uff08\u4f8b\u5982\u9605\u8bfb\u77ed\u4fe1\u3001\u89c2\u770b\u89c6\u9891\uff09\u3001\u542c\u89c9\uff08\u4f8b\u5982\u542c\u901a\u77e5\u3001\u7535\u8bdd\uff09\u3001\u8bed\u97f3\uff08\u4f8b\u5982\u8fdb\u884c\u5bf9\u8bdd\u3001\u4f7f\u7528Google Assistant\uff09\u548c\u624b\u90e8\uff08\u4f8b\u5982\u4f7f\u7528\u89e6\u6478\u5c4f\u3001\u624b\u52bf\u63a7\u5236\uff09\u8f93\u5165\/\u8f93\u51fa\u4ea4\u4e92\u901a\u9053\u7684\u53ef\u7528\u6027\u3002\u6211\u4eec\u63cf\u8ff0\u4e86Human I\/O\u5982\u4f55\u5229\u7528\u81ea\u6211\u4e2d\u5fc3\u89c6\u89c9\u3001\u591a\u6a21\u6001\u611f\u77e5\u548c\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u7684\u63a8\u7406\uff0c\u572832\u79cd\u4e0d\u540c\u60c5\u5883\u768460\u4e2a\u73b0\u5b9e\u4e16\u754c\u81ea\u6211\u4e2d\u5fc3\u89c6\u9891\u5f55\u5236\u4e2d\u5b9e\u73b0\u4e8682%\u7684\u53ef\u7528\u6027\u9884\u6d4b\u51c6\u786e\u7387\uff0c\u5e76\u5728\u4e0e10\u540d\u53c2\u4e0e\u8005\u7684\u5b9e\u9a8c\u5ba4\u7814\u7a76\u4e2d\u9a8c\u8bc1\u4e86\u5176\u4f5c\u4e3a\u4ea4\u4e92\u7cfb\u7edf\u7684\u6709\u6548\u6027\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"431\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2024\/06\/Human-IO-Figure2.width-800.png\" alt=\"\" class=\"wp-image-3909\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2024\/06\/Human-IO-Figure2.width-800.png 800w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/06\/Human-IO-Figure2.width-800-300x162.png 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2024\/06\/Human-IO-Figure2.width-800-768x414.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3613904.3642065\" target=\"_blank\" rel=\"noreferrer noopener\">Human I\/O: Towards a Unified Approach to Detecting Situational Impairments<\/a><br>Authors: Xingyu Bruce Liu, Jiahao Nick Li, David Kim, Xiang &#8216;Anthony&#8217; Chen, Ruofei Du<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u3001\u7814\u7a76\u65b9\u6cd5<\/h3>\n\n\n\n<p>Human I\/O\u7cfb\u7edf\u5305\u542b\u4e09\u4e2a\u4e3b\u8981\u90e8\u5206\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u91c7\u96c6<\/strong>\uff1a\u4f7f\u7528\u81ea\u6211\u4e2d\u5fc3\u89c6\u89d2\u7684\u76f8\u673a\u548c\u9ea6\u514b\u98ce\u6355\u6349\u89c6\u9891\u548c\u97f3\u9891\u6d41\u3002<\/li>\n\n\n\n<li><strong>\u5904\u7406\u6a21\u5757<\/strong>\uff1a\u5904\u7406\u89c6\u9891\u548c\u97f3\u9891\u6570\u636e\uff0c\u751f\u6210\u6d3b\u52a8\u548c\u73af\u5883\u7684\u63cf\u8ff0\uff0c\u5e76\u901a\u8fc7\u76f4\u63a5\u611f\u77e5\u8bc4\u4f30\u7279\u5b9a\u901a\u9053\u7684\u72b6\u6001\u3002<\/li>\n\n\n\n<li><strong>\u63a8\u7406\u6a21\u5757<\/strong>\uff1a\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8fdb\u884c\u63a8\u7406\uff0c\u9884\u6d4b\u89c6\u89c9\u3001\u542c\u89c9\u3001\u58f0\u97f3\u548c\u624b\u90e8\u901a\u9053\u7684\u53ef\u7528\u6027\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001\u7814\u7a76\u7ed3\u679c<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Human I\/O\u572860\u4e2a\u73b0\u5b9e\u4e16\u754c\u89c6\u9891\u573a\u666f\u4e2d\u5c55\u793a\u4e860.22\u7684\u5e73\u5747\u7edd\u5bf9\u8bef\u5dee\u548c82%\u7684\u51c6\u786e\u7387\u3002<\/li>\n\n\n\n<li>\u7cfb\u7edf\u901a\u8fc7\u7528\u6237\u7814\u7a76\u5c55\u793a\u4e86\u5176\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u6709\u6548\u6027\uff0c\u663e\u8457\u51cf\u5c11\u4e86\u7528\u6237\u5728\u9762\u5bf9SIIDs\u65f6\u7684\u52aa\u529b\uff0c\u63d0\u9ad8\u4e86\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001\u76f8\u5173\u5de5\u4f5c<\/h3>\n\n\n\n<p>\u672c\u6587\u7684\u7814\u7a76\u57fa\u4e8e\u4ee5\u5f80\u5728\u60c5\u5883\u611f\u77e5\u8ba1\u7b97\u3001\u81ea\u6211\u4e2d\u5fc3\u89c6\u89c9\u3001\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u3001\u6d3b\u52a8\u548c\u73af\u5883\u611f\u77e5\u7b49\u9886\u57df\u7684\u7814\u7a76\u6210\u679c\u3002\u73b0\u6709\u7cfb\u7edf\u591a\u96c6\u4e2d\u4e8e\u7279\u5b9a\u60c5\u5883\u7684\u68c0\u6d4b\uff0c\u5982\u884c\u8d70\u3001\u9a7e\u9a76\u3001\u9189\u9152\u3001\u5206\u5fc3\u7b49\uff0c\u4f46\u96be\u4ee5\u6269\u5c55\u5230\u5b9e\u65f6\u5e94\u5bf9\u591a\u79cd\u60c5\u5883\u969c\u788d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001\u6280\u672f\u6846\u67b6<\/h3>\n\n\n\n<p>Human I\/O\u4f7f\u7528\u81ea\u6211\u4e2d\u5fc3\u89c6\u89d2\u7684\u76f8\u673a\u548c\u9ea6\u514b\u98ce\u6355\u6349\u7528\u6237\u7684\u7b2c\u4e00\u4eba\u79f0\u89c6\u89d2\u6570\u636e\uff0c\u5904\u7406\u8fd9\u4e9b\u6570\u636e\u4ee5\u751f\u6210\u6587\u672c\u63cf\u8ff0\uff0c\u7136\u540e\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u63a8\u7406\uff0c\u9884\u6d4b\u4eba\u7c7b\u8f93\u5165\/\u8f93\u51fa\u901a\u9053\u7684\u53ef\u7528\u6027\u3002\u7cfb\u7edf\u4f7f\u7528\u4e86\u4e00\u79cd\u56db\u7ea7\u8bc4\u5206\u6807\u51c6\uff08\u53ef\u7528\u3001\u8f7b\u5ea6\u53d7\u5f71\u54cd\u3001\u53d7\u5f71\u54cd\u3001\u4e0d\u53ef\u7528\uff09\u6765\u8861\u91cf\u901a\u9053\u7684\u53ef\u7528\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e94\u3001\u7528\u6237\u7814\u7a76<\/h3>\n\n\n\n<p>\u901a\u8fc7\u4e0e10\u540d\u53c2\u4e0e\u8005\u7684\u7528\u6237\u7814\u7a76\uff0c\u7814\u7a76\u7ed3\u679c\u8868\u660eHuman I\/O\u7cfb\u7edf\u5728\u5904\u7406SIIDs\u65f6\u663e\u8457\u51cf\u5c11\u4e86\u7528\u6237\u7684\u52aa\u529b\u3001\u7cbe\u795e\u3001\u4f53\u529b\u548c\u65f6\u95f4\u9700\u6c42\uff0c\u5e76\u6539\u5584\u4e86\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u516d\u3001\u672a\u6765\u5de5\u4f5c<\/h3>\n\n\n\n<p>\u672a\u6765\u7684\u7814\u7a76\u53ef\u4ee5\u6269\u5c55Human I\/O\u7cfb\u7edf\uff0c\u901a\u8fc7\u5f15\u5165\u66f4\u591a\u7684\u611f\u77e5\u6280\u672f\uff08\u5982\u773c\u52a8\u8ffd\u8e2a\u3001\u70ed\u6210\u50cf\u3001\u6df1\u5ea6\u611f\u77e5\u7b49\uff09\u548c\u5f00\u53d1\u66f4\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6\uff0c\u4ee5\u63d0\u9ad8\u7cfb\u7edf\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\u3002\u6b64\u5916\uff0c\u7814\u7a76\u8fd8\u5e94\u63a2\u7d22\u4e2a\u6027\u5316\u7684\u9002\u5e94\u7b56\u7565\u548c\u60c5\u5883\u611f\u77e5\u7f51\u7edc\u7684\u5f00\u53d1\uff0c\u4ee5\u5b9e\u73b0\u66f4\u5e7f\u6cdb\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e03\u3001\u7ed3\u8bba<\/h3>\n\n\n\n<p>Human I\/O\u7cfb\u7edf\u5c55\u793a\u4e86\u4e00\u79cd\u7edf\u4e00\u7684\u3001\u57fa\u4e8e\u4eba\u7c7b\u8f93\u5165\/\u8f93\u51fa\u901a\u9053\u53ef\u7528\u6027\u7684SIIDs\u68c0\u6d4b\u65b9\u6cd5\u3002\u901a\u8fc7\u7ed3\u5408\u81ea\u6211\u4e2d\u5fc3\u89c6\u89c9\u3001\u591a\u6a21\u6001\u611f\u77e5\u548c\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406\uff0c\u8be5\u7cfb\u7edf\u5728\u591a\u79cd\u65e5\u5e38\u6d3b\u52a8\u4e2d\u5c55\u793a\u4e86\u5176\u6709\u6548\u6027\u548c\u6f5c\u529b\uff0c\u4e3a\u672a\u6765\u7684\u60c5\u5883\u81ea\u9002\u5e94\u548c\u53ef\u8bbf\u95ee\u4e92\u52a8\u7cfb\u7edf\u94fa\u5e73\u4e86\u9053\u8def\u3002<\/p>\n\n\n\n<p>P.S., \u57fa\u4e8e\u6b64\u8bba\u6587\u6210\u679c\u7684\u6e90\u7801\uff1a<a href=\"https:\/\/github.com\/google\/humanio\" target=\"_blank\" rel=\"noreferrer noopener\">HumanIO Source Code on GitHub<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Human I\/O\u662f\u4e00\u79cd\u7edf\u4e00\u7684\u65b9\u6cd5\uff0c\u5b83\u4f7f\u7528\u81ea\u6211\u4e2d\u5fc3\u89c6\u89c9(egocentric vision)\u3001\u591a\u6a21\u6001\u611f\u77e5(mu [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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