{"id":13681,"date":"2021-11-09T01:14:48","date_gmt":"2021-11-08T17:14:48","guid":{"rendered":"https:\/\/achieve.dhcn.cn\/?p=13681"},"modified":"2021-11-09T01:14:49","modified_gmt":"2021-11-08T17:14:49","slug":"interpretable-outputs-criteria-for-machine-learning-in-the-humanities","status":"publish","type":"post","link":"https:\/\/achieve.dhcn.cn\/en\/site\/works\/papers\/subject\/literature\/13681.html","title":{"rendered":"Interpretable Outputs: Criteria for Machine Learning in the Humanities"},"content":{"rendered":"<p>\u4f5c\u8005\uff1aJames Dobson, Dartmouth College<\/p>\n\n\n\n<p>\u8f6c\u8f7d\u6765\u6e90\uff1a<em>Digital Humanities Quarterly<\/em>, 2021, Volume 15 Number 2, http:\/\/www.digitalhumanities.org\/dhq\/vol\/15\/2\/000555\/000555.html<\/p>\n\n\n\n<p>\u90a3\u4e9b\u5c06\u81ea\u5df1\u7406\u89e3\u4e3a\u4e3b\u8981\u4eba\u6587\u4e3b\u4e49\u7684\u5b66\u79d1\u548c\u9886\u57df\u957f\u671f\u4ee5\u6765\u5bf9\u63a2\u7d22\u6211\u4eec\u5bf9\u8c61\u4e2d\u7684\u7ec6\u5fae\u5dee\u522b\u3001\u4e0d\u786e\u5b9a\u6027\u548c\u6a21\u7cca\u6027\u6709\u7740\u7279\u6b8a\u7684\u5174\u8da3\u3002\u867d\u7136\u6570\u636e\u9a71\u52a8\u7684\u7814\u7a76\u53ef\u80fd\u7ecf\u5e38\u88ab\u8ba4\u4e3a\u4e0e\u8fd9\u4e9b\u6982\u5ff5\u76f8\u53cd\uff0c\u4f46\u4e8b\u5b9e\u5e76\u975e\u5982\u6b64\u3002\u4e8b\u5b9e\u4e0a\uff0c\u6570\u636e\u53ef\u80fd\u6709\u52a9\u4e8e\u53d1\u73b0\u548c\u9884\u6d4b\u6b67\u4e49\u3002\u7136\u800c\uff0c\u968f\u7740\u8ba1\u7b97\u65b9\u6cd5\uff0c\u5c24\u5176\u662f\u90a3\u4e9b\u8bbe\u8ba1\u7528\u4e8e\u5bf9\u5927\u89c4\u6a21\u6587\u672c\u6863\u6848\u8fdb\u884c\u64cd\u4f5c\u7684\u8ba1\u7b97\u65b9\u6cd5\uff0c\u8d8a\u6765\u8d8a\u591a\u5730\u8fdb\u5165\u6b64\u7c7b\u4eba\u6587\u4e3b\u4e49\u8005\u7684\u5de5\u4f5c\uff0c\u5b58\u5728\u65e0\u6cd5\u8bbf\u95ee\u90a3\u4e9b\u6a21\u7cca\u7ef4\u5ea6\u7684\u6570\u636e\u7684\u98ce\u200b\u200b\u9669\u3002<\/p>\n\n\n\n<div\n    class='wp-block-pdfp-pdf-poster  alignnone'\n    id='block-1'\n    data-attributes='{&quot;file&quot;:&quot;https:\\\/\\\/achieve.dhcn.cn\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/Interpretable-Outputs-Criteria-for-Machine-Learning-in-the-Humanities.pdf&quot;,&quot;align&quot;:&quot;none&quot;,&quot;alignment&quot;:&quot;left&quot;,&quot;title&quot;:&quot;&quot;,&quot;titleFontSize&quot;:&quot;16px&quot;,&quot;height&quot;:{&quot;desktop&quot;:&quot;840px&quot;,&quot;tablet&quot;:&quot;700px&quot;,&quot;mobile&quot;:&quot;400px&quot;},&quot;width&quot;:{&quot;desktop&quot;:&quot;100%&quot;,&quot;tablet&quot;:&quot;100%&quot;,&quot;mobile&quot;:&quot;100%&quot;},&quot;showName&quot;:false,&quot;print&quot;:false,&quot;onlyPDF&quot;:false,&quot;defaultBrowser&quot;:false,&quot;downloadButton&quot;:false,&quot;downloadButtonText&quot;:&quot;Download File&quot;,&quot;fullscreenButton&quot;:true,&quot;fullscreenButtonText&quot;:&quot;View Fullscreen&quot;,&quot;newWindow&quot;:false,&quot;protect&quot;:false,&quot;thumbMenu&quot;:false,&quot;sidebarOpen&quot;:false,&quot;initialPage&quot;:0,&quot;alert&quot;:false,&quot;lastVersion&quot;:false,&quot;hrScroll&quot;:false,&quot;isHideRightToolbar&quot;:false,&quot;additional&quot;:{&quot;ID&quot;:&quot;&quot;,&quot;Class&quot;:&quot;&quot;,&quot;CSS&quot;:&quot;&quot;},&quot;adobeEmbedder&quot;:false,&quot;adobeOptions&quot;:{&quot;showDownloadPDF&quot;:true,&quot;showPrintPDF&quot;:true,&quot;showAnnotationTools&quot;:true,&quot;showFullScreen&quot;:false,&quot;embedMode&quot;:&quot;SIZED_CONTAINER&quot;},&quot;popupOptions&quot;:{&quot;enabled&quot;:false,&quot;text&quot;:&quot;Open PDF&quot;,&quot;btnStyle&quot;:{&quot;background&quot;:&quot;#2271b1&quot;,&quot;color&quot;:&quot;#fff&quot;,&quot;fontSize&quot;:&quot;16px&quot;,&quot;padding&quot;:{&quot;top&quot;:10,&quot;right&quot;:20,&quot;bottom&quot;:10,&quot;left&quot;:10}}},&quot;popupBtnStyle&quot;:{&quot;background&quot;:&quot;#2271b1&quot;,&quot;color&quot;:&quot;#fff&quot;,&quot;padding&quot;:{&quot;top&quot;:10,&quot;right&quot;:20,&quot;bottom&quot;:10,&quot;left&quot;:10}},&quot;popupBtnText&quot;:&quot;Open Document&quot;,&quot;CSS&quot;:&quot;&quot;,&quot;socialShare&quot;:{&quot;enabled&quot;:false,&quot;facebook&quot;:true,&quot;twitter&quot;:true,&quot;linkedin&quot;:true,&quot;pinterest&quot;:true,&quot;position&quot;:&quot;top&quot;},&quot;TrpContentRestriction&quot;:{&quot;restriction_type&quot;:&quot;exclude&quot;,&quot;selected_languages&quot;:[],&quot;panel_open&quot;:true},&quot;isPremium&quot;:false}'\n    style=\"text-align: left\">\n    \n        <iframe loading=\"lazy\" title=\"\" style=\"border:0;\" width=\"100%\" height=\"800px\" class=\"pdfp_unsupported_frame\" src=\"\/\/docs.google.com\/gview?embedded=true&#038;url=https:\/\/achieve.dhcn.cn\/wp-content\/uploads\/2021\/11\/Interpretable-Outputs-Criteria-for-Machine-Learning-in-the-Humanities.pdf\"><\/iframe>\n\n    <\/div>\n\n\n\n<p>\u4f5c\u8005\u7b80\u4ecb\uff1a<\/p>\n\n\n\n<p><strong>James Dobson<\/strong>&nbsp;<\/p>\n\n\n\n<p>James E. Dobson is an assistant professor of English and Creative Writing and the Director of the Institute for Writing and Rhetoric at Dartmouth College. He is the author of&nbsp;<em>Critical Digital Humanities: The Search for a Methodology<\/em>&nbsp;(Illinois, 2019) and&nbsp;<em>Modernity and Autobiography in Nineteenth-Century America<\/em>&nbsp;(Palgrave, 2017) and the co-author of&nbsp;<em>Moonbit<\/em>&nbsp;(punctum books, 2019).<\/p>","protected":false},"excerpt":{"rendered":"<p>\u90a3\u4e9b\u5c06\u81ea\u5df1\u7406\u89e3\u4e3a\u4e3b\u8981\u4eba\u6587\u4e3b\u4e49\u7684\u5b66\u79d1\u548c\u9886\u57df\u957f\u671f\u4ee5\u6765\u5bf9\u63a2\u7d22\u6211\u4eec\u5bf9\u8c61\u4e2d\u7684\u7ec6\u5fae\u5dee\u522b\u3001\u4e0d\u786e\u5b9a\u6027\u548c\u6a21\u7cca\u6027\u6709\u7740\u7279\u6b8a\u7684\u5174\u8da3\u3002\u867d\u7136\u6570\u636e\u9a71\u52a8\u7684\u7814\u7a76\u53ef\u80fd\u7ecf\u5e38\u88ab\u8ba4\u4e3a\u4e0e\u8fd9\u4e9b\u6982\u5ff5\u76f8\u53cd\uff0c\u4f46\u4e8b\u5b9e\u5e76\u975e\u5982\u6b64\u3002\u4e8b\u5b9e\u4e0a\uff0c\u6570\u636e\u53ef\u80fd\u6709\u52a9\u4e8e\u53d1\u73b0\u548c\u9884\u6d4b\u6b67\u4e49\u3002\u7136\u800c\uff0c\u968f\u7740\u8ba1\u7b97\u65b9\u6cd5\uff0c\u5c24\u5176\u662f\u90a3\u4e9b\u8bbe\u8ba1\u7528\u4e8e\u5bf9\u5927\u89c4\u6a21\u6587\u672c\u6863\u6848\u8fdb\u884c\u64cd\u4f5c\u7684\u8ba1\u7b97\u65b9\u6cd5\uff0c\u8d8a\u6765\u8d8a\u591a\u5730\u8fdb\u5165\u6b64\u7c7b\u4eba\u6587\u4e3b\u4e49\u8005\u7684\u5de5\u4f5c\uff0c\u5b58\u5728\u65e0\u6cd5\u8bbf\u95ee\u90a3\u4e9b\u6a21\u7cca\u7ef4\u5ea6\u7684\u6570\u636e\u7684\u98ce\u200b\u200b\u9669\u3002<\/p>","protected":false},"author":10,"featured_media":13683,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[3068,2340],"tags":[2245,50,3075],"class_list":["post-13681","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-column","category-literature","tag-2245","tag-50","tag-3075"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":6}},"_links":{"self":[{"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/posts\/13681","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/comments?post=13681"}],"version-history":[{"count":2,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/posts\/13681\/revisions"}],"predecessor-version":[{"id":13722,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/posts\/13681\/revisions\/13722"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/media\/13683"}],"wp:attachment":[{"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/media?parent=13681"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/categories?post=13681"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/achieve.dhcn.cn\/en\/wp-json\/wp\/v2\/tags?post=13681"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}