{"id":31,"date":"2025-04-15T04:18:13","date_gmt":"2025-04-15T04:18:13","guid":{"rendered":"https:\/\/classprojects.digitalwcu.org\/JWcloud\/?page_id=31"},"modified":"2025-04-22T15:41:32","modified_gmt":"2025-04-22T15:41:32","slug":"methods","status":"publish","type":"page","link":"https:\/\/classprojects.digitalwcu.org\/JWcloud\/methods\/","title":{"rendered":"Methods"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Step 1 : data collection and cleaning <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">importance : the reliability and rebalance of data directly shape the outcome bad or incomplete data weakens the AI model <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">challenges : inconsistent formats, missing values, and bias <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DH LInk:  Reflects the DH goal of data integrity and ethical sourcing critical and responsible in digital scholarship <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Step 1 : data collection and cleaning importance : the reliability and rebalance of data directly shape the outcome bad or incomplete data weakens the AI model challenges : inconsistent formats, missing values, and bias DH LInk: Reflects the DH goal of data integrity and ethical sourcing critical and responsible in digital scholarship<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":7,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-31","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/classprojects.digitalwcu.org\/JWcloud\/wp-json\/wp\/v2\/pages\/31","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/classprojects.digitalwcu.org\/JWcloud\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/classprojects.digitalwcu.org\/JWcloud\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/classprojects.digitalwcu.org\/JWcloud\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/classprojects.digitalwcu.org\/JWcloud\/wp-json\/wp\/v2\/comments?post=31"}],"version-history":[{"count":3,"href":"https:\/\/classprojects.digitalwcu.org\/JWcloud\/wp-json\/wp\/v2\/pages\/31\/revisions"}],"predecessor-version":[{"id":70,"href":"https:\/\/classprojects.digitalwcu.org\/JWcloud\/wp-json\/wp\/v2\/pages\/31\/revisions\/70"}],"wp:attachment":[{"href":"https:\/\/classprojects.digitalwcu.org\/JWcloud\/wp-json\/wp\/v2\/media?parent=31"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}