{"id":1493,"date":"2026-06-14T03:18:35","date_gmt":"2026-06-13T19:18:35","guid":{"rendered":"https:\/\/aifed.now\/conference\/?page_id=1493"},"modified":"2026-06-14T03:18:35","modified_gmt":"2026-06-13T19:18:35","slug":"%e4%b8%bb%e9%a1%8c%e5%9b%9b%ef%bc%9a%e8%a9%95%e9%87%8f%e5%9b%9e%e9%a5%8b-%e9%84%ad%e5%bf%97%e9%b5%ac-%e7%94%b3%e8%ab%96%e9%a1%8c%e7%b7%b4%e7%bf%92%e7%b3%bb%e7%b5%b1","status":"publish","type":"page","link":"https:\/\/aifed.now\/conference\/?page_id=1493","title":{"rendered":"\u4e3b\u984c\u56db\uff1a\u8a55\u91cf\u56de\u994b \/ \u912d\u5fd7\u9d6c \/ \u7533\u8ad6\u984c\u7df4\u7fd2\u7cfb\u7d71"},"content":{"rendered":"<\/p>\n<h3>\u7533\u8ad6\u984c\u7df4\u7fd2\u7cfb\u7d71<\/h3>\n<\/p>\n<div style=\"display: flex; align-items: center; gap: 15px;\">\n<p>  <img decoding=\"async\" width=\"200\" src=\"https:\/\/aifed.now\/conference\/wp-content\/uploads\/wpxform-uploads\/1779579161f1a70610dd-18-517368584_10234799223016123_1513527905803336112_n.jpg\" alt=\"\u912d\u5fd7\u9d6c\" style=\"box-shadow: 4px 4px 10px 0px rgba(0, 0, 0, 0.2)\" \/><\/p>\n<p>  <strong>\u8b1b\u8005\/Speaker\uff1a<\/strong> <span style=\"font-weight:bold; line-height:1.5em; background-color:#e7f49c; padding:0px 2px; border:1px; border-radius:10px;\"> \u912d\u5fd7\u9d6c, Cheng Chih-Peng <\/span>  <\/p>\n<\/div>\n<p><\/p>\n<div style=\"line-height:1.2em; background-color: #ffffff; margin: 5px; border:1px #19130B solid; border-radius:10px; padding:10px; box-shadow: 4px 4px 10px 0px rgba(0, 0, 0, 0.2)\">\n<p>\u672c\u7814\u7a76\u958b\u767c\u4e86\u4e00\u5957\u300c\u7533\u8ad6\u984c\u7df4\u7fd2\u7cfb\u7d71\u300d \uff0c\u65e8\u5728\u89e3\u6c7a\u79d1\u5b78\u6559\u80b2\u4e2d\u5b78\u751f\u79d1\u5b78\u8ad6\u8ff0\u80fd\u529b\u4e0d\u8db3 \uff0c\u4ee5\u53ca\u6559\u5e2b\u56e0\u6279\u6539\u4f5c\u696d\u8017\u6642\u8cbb\u795e\u800c\u96e3\u4ee5\u63a8\u52d5\u5927\u91cf\u7533\u8ad6\u7df4\u7fd2\u7684\u6559\u5b78\u75db\u9ede \u3002\u672c\u7cfb\u7d71\u4ee5 Google Sheets \u4f5c\u70ba\u5f8c\u7aef\u984c\u5eab \uff0c\u4e26\u900f\u904e AI API\uff08\u65bc\u7cfb\u7d71\u4e2d\u4f7f\u7528 Gemini 2.5 Flash \u6a21\u578b\uff09\u8207 Google Apps Script \u6280\u8853 \uff0c\u5efa\u69cb\u51fa\u80fd\u8b93\u5b78\u751f\u8207 AI \u9032\u884c\u5373\u6642\u3001\u6301\u7e8c\u4e92\u52d5\u7684\u5c0d\u8a71\u524d\u7aef\u754c\u9762 \u3002\u7cfb\u7d71\u4ea6\u878d\u5165\u904a\u6232\u5316\u734e\u52f5\u6a5f\u5236\uff08\u5982\u767c\u653e\u4e0d\u540c\u7b49\u7d1a\u8207\u9020\u578b\u7684\u5fbd\u7ae0\uff09 \uff0c\u4ee5\u6fc0\u52f5\u5b78\u751f\u53cd\u8986\u6311\u6230\u8207\u4fee\u6b63\u8ad6\u8ff0 \uff0c\u540c\u6642\u5c07\u4e92\u52d5\u6b77\u7a0b\u5b8c\u6574\u8a18\u9304\u65bc\u5f8c\u7aef\u4f9b\u6559\u5e2b\u8ffd\u8e64\u5b78\u751f\u7b54\u984c\u904e\u7a0b \u3002<\/p>\n<p>\u6559\u5b78\u5be6\u8e10\u7d50\u679c\u986f\u793a\uff0c\u5728\u300c\u5149\u5b78\u300d\u5be6\u9a57\u63cf\u8ff0\u7684\u7533\u8ad6\u984c\u4e2d\uff0c\u6709 63.6% \u7684\u5b78\u751f\u81ea\u767c\u9032\u884c\u4e8c\u6b21\u4ee5\u4e0a\u7684\u4fee\u6b63\u4f5c\u7b54 \uff1b\u800c\u5728\u300c\u5bc6\u5ea6\u5efa\u6a21\u300d\u554f\u984c\u4e2d\uff0c\u591a\u6b21\u4f5c\u7b54\u6bd4\u4f8b\u66f4\u9054 85.2% \uff0c\u4e14\u91cd\u8907\u4f5c\u7b54\u7684\u5b78\u751f\u4e2d\u6709 78.3% \u7684\u5206\u6578\u7372\u5f97\u986f\u8457\u9032\u6b65 \u3002\u8cea\u5316\u6210\u6548\u65b9\u9762\uff0c\u591a\u6578\u5b78\u751f\u80fd\u5728\u55ae\u5802\u8ab2\u5167\u85c9\u7531 AI \u7684\u5354\u52a9\uff0c\u81ea\u767c\u4e14\u6301\u7e8c\u5730\u8c50\u5bcc\u8ad6\u8ff0\u5167\u5bb9\u4e26\u63d0\u5347\u7533\u8ad6\u54c1\u8cea \u3002<\/p>\n<p>\u00a0<\/p>\n<hr\/>\n<p>This study develops an \"Essay Question Practice System\" to address key pedagogical pain points in science education: students' lack of scientific argumentation skills and the immense, exhausting time teachers spend grading essay-type responses. Utilizing the AI API (powered by the Gemini 2.5 Flash model) alongside Google Sheets as a backend question bank and Google Apps Scripts , the system provides a frontend interface where students can interact with the AI in real time to iteratively refine their scientific arguments. Additionally, a gamification reward mechanism featuring diverse tier badges is introduced to motivate continuous challenges , while the full interaction logs are stored for teachers to review the students' learning process.  <\/p>\n<p>Teaching practice results show that in the essay questions describing the \"optics\" experiment, 63.6% of students spontaneously revised their answers more than twice ; in the \"Density Modeling\" task, the multiple-attempt rate reached 85.2% , with 78.3% of those repeating students showing significant score improvements. Qualitative results confirm that the majority of students successfully enriched their descriptions and enhanced the overall quality of their scientific writing within a single class period through AI assistance.<\/p>\n<p>\u00a0<\/p>\n<\/div>\n<p>\u00a0<\/p>\n<div style=\"background-color: #ffffff; margin: 5px; border:1px #19130B solid; border-radius:10px; padding:10px; box-shadow: 4px 4px 10px 0px rgba(0, 0, 0, 0.2)\">\n<ul>\n<li style=\"padding:10px 5px; line-height:1.5em;\"><strong>\u8ad6\u6587\u5168\u6587\uff1a<\/strong><span style=\"font-weight:bold; line-height:1.5em; background-color:#e7f49c; padding:0px 2px; border:1px; border-radius:10px;\"><a href=\"https:\/\/aifed.now\/conference\/wp-content\/uploads\/wpxform-uploads\/1779579161f1a70610dd-16-2026-\u53f0\u7063-AI-\u6559\u80b2\u5e74\u6703\u6559\u5b78\u61c9\u7528\u6295\u7a3f-\u912d\u5fd7\u9d6c.pdf\" target=\"_blank\">\u7533\u8ad6\u984c\u7df4\u7fd2\u7cfb\u7d71<\/a><\/span><\/li>\n<li style=\"padding:10px 5px; line-height:1.5em;\"><strong>\u5f71\u50cf\uff1a<\/strong><span style=\"font-weight:bold; line-height:1.5em; background-color:#e7f49c; padding:0px 2px; border:1px; border-radius:10px;\"> <a href=\"https:\/\/youtu.be\/tO91IUfDVO0\" target=\"_blank\">\u76f8\u95dc\u5f71\u7247<\/a><\/span><\/li>\n<\/ul>\n<\/div>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7533\u8ad6\u984c\u7df4\u7fd2\u7cfb\u7d71 \u8b1b\u8005\/Speaker\uff1a \u912d\u5fd7\u9d6c, Cheng Chih-Peng \u672c\u7814\u7a76\u958b\u767c\u4e86\u4e00\u5957\u300c\u7533\u8ad6\u984c\u7df4\u7fd2 &hellip; <\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1493","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages\/1493","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1493"}],"version-history":[{"count":7,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages\/1493\/revisions"}],"predecessor-version":[{"id":1950,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages\/1493\/revisions\/1950"}],"wp:attachment":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1493"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}