{ "nodes":[ {"id":"title001canvasv20","type":"text","x":-1100,"y":-1200,"width":800,"height":100,"color":"4","text":"# 全球教育AI知识图谱\n更新日期:2026-04-24 | v2.0 | 新增:日韩+澳洲节点优化 | 机构总计:35家 | 质量全面提升"}, {"id":"group_us0000000001","type":"group","x":-2200,"y":-1050,"width":850,"height":1050,"label":"🇺🇸 美国","color":"5"}, {"id":"group_cn0000000001","type":"group","x":-1300,"y":-1050,"width":850,"height":1050,"label":"🇨🇳 中国","color":"1"}, {"id":"group_eu0000000001","type":"group","x":-400,"y":-1050,"width":750,"height":500,"label":"🇬🇧🇨🇭 欧洲","color":"3"}, {"id":"group_jpkr000000001","type":"group","x":-400,"y":-500,"width":750,"height":500,"label":"🇯🇵🇰🇷 日韩","color":"3"}, {"id":"group_au0000000001","type":"group","x":400,"y":-1050,"width":700,"height":500,"label":"🇦🇺 澳洲","color":"7"}, {"id":"group_india00000001","type":"group","x":400,"y":-500,"width":700,"height":500,"label":"🇮🇳 印度","color":"2"}, {"id":"group_sea0000000001","type":"group","x":400,"y":50,"width":700,"height":450,"label":"🌏 东南亚","color":"3"}, {"id":"group_tech000000001","type":"group","x":1150,"y":-1050,"width":700,"height":550,"label":"🏢 国际企业","color":"2"}, {"id":"group_edtech000001","type":"group","x":1150,"y":-450,"width":700,"height":500,"label":"🚀 EdTech创业","color":"4"}, {"id":"group_reports00001","type":"group","x":1150,"y":100,"width":700,"height":550,"label":"📚 研究报告","color":"6"}, {"id":"node_mit00000000001","type":"text","x":-2150,"y":-1000,"width":350,"height":180,"color":"5","text":"## MIT媒体实验室\n**方向**:终身幼儿园、创意学习\n**代表**:Scratch(Mitch Resnick)\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_stanford0000001","type":"text","x":-1750,"y":-1000,"width":350,"height":180,"color":"5","text":"## 斯坦福 GSE\n**方向**:PACT教学设计\n**成果**:PACT评估框架\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_cmu00000000001","type":"text","x":-2150,"y":-780,"width":350,"height":180,"color":"5","text":"## CMU HCII\n**方向**:ITS起源、知识追踪\n**成果**:Cognitive Tutor、MATHia\n**引用**:Ken Koedinger 52,210+\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_khanacademy00001","type":"text","x":-1750,"y":-780,"width":350,"height":180,"color":"5","text":"## Khan Academy\n**产品**:Khanmigo(GPT-4)\n**用户**:60万+(Khanmigo)\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_harvard0000001","type":"text","x":-2150,"y":-560,"width":350,"height":180,"color":"5","text":"## 哈佛教育研究院\n**RCT证据**:AI导师两倍内容\n**效应量**:d=0.73-1.3\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_duolingo000001","type":"text","x":-1750,"y":-560,"width":350,"height":180,"color":"5","text":"## Duolingo\n**市值**:$158亿\n**AI**:Max(GPT-4o)\n**2025营收**:首超$10亿\n**评级**:⭐⭐⭐⭐"}, {"id":"node_carnegie000001","type":"text","x":-2150,"y":-340,"width":350,"height":180,"color":"5","text":"## Carnegie Learning\n**产品**:MATHia(AI辅导)\n**学生**:550万+\n**理论**:知识空间理论\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_snape00000001","type":"text","x":-1750,"y":-340,"width":350,"height":150,"color":"5","text":"## SNAP禅\n**模式**:AI作业批改\n**定位**:作业诚信检测\n**评级**:⭐⭐⭐"}, {"id":"node_tsinghua000001","type":"text","x":-1250,"y":-1000,"width":350,"height":180,"color":"1","text":"## 清华大学\n**平台**:MAIC + OpenMAIC\n**顾问**:张钹院士\n**主任**:马少平教授\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_pku0000000001","type":"text","x":-850,"y":-1000,"width":350,"height":180,"color":"1","text":"## 北京大学\n**平台**:TBI + 数智教育\n**理念**:人机共育\n**定位**:全学科AI教学生态\n**评级**:⭐⭐⭐⭐"}, {"id":"node_fudan0000000001","type":"text","x":-1250,"y":-780,"width":350,"height":150,"color":"1","text":"## 复旦大学\n**方向**:NLP+教育应用\n**特色**:中文教育AI基础\n**评级**:⭐⭐⭐⭐"}, {"id":"node_sjtu0000000001","type":"text","x":-850,"y":-780,"width":350,"height":150,"color":"1","text":"## 上海交通大学\n**方向**:智能评测、自适应\n**特色**:企业深度合作\n**评级**:⭐⭐⭐⭐"}, {"id":"node_nudt0000000001","type":"text","x":-1250,"y":-590,"width":350,"height":150,"color":"1","text":"## 国防科技大学\n**方向**:军事AI教育\n**特色**:自主可控技术\n**评级**:⭐⭐⭐⭐"}, {"id":"node_bnu0000000001","type":"text","x":-850,"y":-590,"width":350,"height":150,"color":"1","text":"## 北京师范大学\n**方向**:教育测量、智慧教育\n**影响**:参与国家政策制定\n**评级**:⭐⭐⭐⭐"}, {"id":"node_huitai000000001","type":"text","x":-1250,"y":-400,"width":350,"height":150,"color":"1","text":"## 好未来(TAL)\n**产品**:九章大模型\n**转型**:双减后AI重建\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_yuanfudao00001","type":"text","x":-850,"y":-400,"width":350,"height":150,"color":"1","text":"## 猿辅导\n**产品**:小猿AI助学\n**认证**:信通院5级\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_zuoye000000001","type":"text","x":-1250,"y":-210,"width":350,"height":150,"color":"1","text":"## 作业帮\n**产品**:银河大模型\n**特色**:扫题答疑+AI讲解\n**评级**:⭐⭐⭐⭐"}, {"id":"node_nudt000000002","type":"text","x":-850,"y":-210,"width":350,"height":150,"color":"1","text":"## 陆/海/空工大\n**方向**:军事工程教育AI\n**特色**:军校独特需求\n**评级**:⭐⭐⭐"}, {"id":"node_oxford0000001","type":"text","x":-350,"y":-1000,"width":300,"height":180,"color":"3","text":"## 牛津大学\n**项目**:AIEOU + AI能力中心\n**伦理**:OpenAI合作\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_cambridge00001","type":"text","x":0,"y":-1000,"width":300,"height":180,"color":"3","text":"## 剑桥大学\n**理论**:DEFI对话性框架\n**合作**:DeepMind\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_eth0000000001","type":"text","x":-350,"y":-780,"width":300,"height":150,"color":"3","text":"## ETH Zurich\n**方向**:工程AI教育\n**合作**:ELLIS博士网络\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_epfl000000001","type":"text","x":0,"y":-780,"width":300,"height":150,"color":"3","text":"## EPFL\n**方向**:AI for ED\n**特色**:四中心协作\n**评级**:⭐⭐⭐⭐"}, {"id":"node_utokyo0000001","type":"text","x":-350,"y":-450,"width":300,"height":180,"color":"3","text":"## 东京大学 v2.0\n**项目**:AI Initiative 51个(2026-04-01更新)\n**课程**:生成式AI通识(5000+学生)\n**治理**:ELSI跨学科AI框架(伦理-法律-社会影响)\n**政策**:utelecon - 教师自主决策,不统一禁止\n**评级**:⭐⭐⭐⭐⭐(91分)"}, {"id":"node_kaist0000001","type":"text","x":0,"y":-450,"width":300,"height":180,"color":"3","text":"## KAIST v2.0\n**产品**:VTA虚拟助教(477名学生、3869次Q&A)\n**效果**:40% TA减负\n**论文**:ACL 2025 Industry Track\n**研究院**:Kim Jaechul AI Graduate School(2019年)\n**评级**:⭐⭐⭐⭐⭐(90分)"}, {"id":"node_japan_giga00001","type":"text","x":-350,"y":-230,"width":300,"height":150,"color":"3","text":"## 日本GIGA School\n**模式**:渐进式推进\n**核心**:教师培训为核心\n**评级**:⭐⭐⭐⭐"}, {"id":"node_korea_aidt00001","type":"text","x":0,"y":-230,"width":300,"height":150,"color":"1","text":"## 韩国AIDT ❌\n**教训**:激进失败→逆转\n**原因**:准备不足+政权更迭\n**评级**:⭐⭐⭐(教训)"}, {"id":"node_unimelb000001","type":"text","x":450,"y":-1000,"width":300,"height":180,"color":"7","text":"## 墨尔本大学 v2.0\n**原则**:AI Principles赋权型(利用AI机会,管控风险)\n**伦理**:CAIDE数字伦理中心(跨学科合作)\n**课程**:EDUC91331生成式AI教育系统课\n**动态**:2025年研究主题\"AI and the Future of Education\"\n**评级**:⭐⭐⭐⭐⭐(88分)"}, {"id":"node_usyd000000001","type":"text","x":800,"y":-1000,"width":300,"height":180,"color":"7","text":"## 悉尼大学 v2.0\n**平台**:Cogniti(800+教师,~100所机构)\n**政策**:双轨评估(2025年全面改革)\n**合作**:微软Azure深度整合\n**获奖**:AFR 2025 AI Awards(2025-06-03)\n**评级**:⭐⭐⭐⭐⭐(89分)"}, {"id":"node_upgrad0000001","type":"text","x":450,"y":-450,"width":300,"height":180,"color":"2","text":"## upGrad\n**融资**:$2.48亿\n**合作**:OpenAI(印度首)\n**地位**:印度EdTech寡头\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_physicswallah001","type":"text","x":800,"y":-450,"width":300,"height":180,"color":"2","text":"## PhysicsWallah\n**估值**:$37亿(上市)\n**AI**:Small Language Models\n**地位**:印度EdTech双寡头\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_cbse0000000001","type":"text","x":450,"y":-230,"width":300,"height":130,"color":"2","text":"## 印度CBSE新政\n**2026**:3年级起AI课\n**覆盖**:32,900+学校\n**评级**:⭐⭐⭐⭐"}, {"id":"node_aisamarth00001","type":"text","x":800,"y":-230,"width":300,"height":130,"color":"2","text":"## AI Samarth\n**目标**:500万+学生/教师\n**资助**:Google.org\n**评级**:⭐⭐⭐⭐"}, {"id":"node_nus0000000001","type":"text","x":450,"y":100,"width":300,"height":180,"color":"3","text":"## NUS\n**项目**:AICET(政府+MOE)\n**合作**:Google-NUS AI中心\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_singapore00001","type":"text","x":800,"y":100,"width":300,"height":180,"color":"3","text":"## 新加坡教育部\n**计划**:EdTech Masterplan 2030\n**工具**:SLS AI+反馈助手\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_ruangguru00001","type":"text","x":450,"y":320,"width":300,"height":150,"color":"3","text":"## Ruangguru\n**用户**:2200万+学生\n**模式**:线上+280个线下中心\n**评级**:⭐⭐⭐⭐"}, {"id":"node_topica0000001","type":"text","x":800,"y":320,"width":300,"height":150,"color":"3","text":"## Topica(越南)\n**融资**:D轮$5000万\n**地位**:越南最大EdTech\n**评级**:⭐⭐⭐"}, {"id":"node_google0000001","type":"text","x":1200,"y":-1000,"width":280,"height":180,"color":"2","text":"## Google\n**产品**:Classroom+Gemini\n**印度**:AINA语音AI\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_microsoft000001","type":"text","x":1530,"y":-1000,"width":280,"height":180,"color":"2","text":"## Microsoft\n**产品**:Copilot教育套件\n**合作**:悉尼大学Azure\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_openai0000001","type":"text","x":1200,"y":-780,"width":280,"height":180,"color":"2","text":"## OpenAI\n**产品**:ChatGPT Edu\n**合作**:Khan/upGrad\n**评级**:⭐⭐⭐⭐⭐"}, {"id":"node_byjus000000001","type":"text","x":1530,"y":-780,"width":280,"height":150,"color":"1","text":"## Byju's ❌\n**估值**:$220亿→归零\n**原因**:激进扩张+财务造假\n**评级**:❌失败案例"}, {"id":"node_magicschool0001","type":"text","x":1200,"y":-400,"width":280,"height":160,"color":"4","text":"## MagicSchool AI\n**融资**:$6000万\n**用户**:6M+教师\n**定位**:教师AI工具\n**评级**:⭐⭐⭐⭐"}, {"id":"node_synthesis000001","type":"text","x":1530,"y":-400,"width":280,"height":160,"color":"4","text":"## Synthesis\n**创始人**:Zachary\n**特色**:游戏化AI导师\n**评级**:⭐⭐⭐⭐"}, {"id":"node_schoolai000001","type":"text","x":1200,"y":-200,"width":280,"height":160,"color":"4","text":"## SchoolAI\n**融资**:$500万\n**用户**:1.4M学生+教师\n**定位**:K-12安全AI\n**评级**:⭐⭐⭐"}, {"id":"node_chegg000000001","type":"text","x":1530,"y":-200,"width":280,"height":150,"color":"1","text":"## Chegg ❌\n**市值**:$147亿→$1.56亿\n**原因**:答案服务被LLM替代\n**评级**:❌跌99%"}, {"id":"node_edtech_report001","type":"text","x":1200,"y":150,"width":280,"height":180,"color":"6","text":"## 创业生态\n**Duolingo**:$158亿✅\n**Chegg**:跌99%❌\n**核心**:卖学习成果非答案"}, {"id":"node_aied2025_00001","type":"text","x":1530,"y":150,"width":280,"height":180,"color":"6","text":"## AIED 2025\n**Best Paper**:Askademia伯克利\n**发现**:Llama 8B≈GPT-4o\n**趋势**:DPO+小模型"}, {"id":"node_teacher_ai00001","type":"text","x":1200,"y":370,"width":280,"height":150,"color":"6","text":"## 教师AI素养\n**UNESCO**:5维度×3级别\n**趋势**:AI评估者角色"}, {"id":"node_ethics_0000001","type":"text","x":1530,"y":370,"width":280,"height":150,"color":"6","text":"## 教育AI伦理\n**六大困境**:偏见/隐私/诚信\n**监管**:欧/美/中三分法"}, {"id":"node_legend000000001","type":"text","x":-2200,"y":50,"width":3400,"height":450,"color":"6","text":"## 图例\n\n**颜色**\n🔵 蓝=美国 | 🔴 红=中国 | 🟡 黄=欧洲日韩 | 🟣 紫=澳洲 | 🟠 橙=印度 | 🟢 绿=东南亚 | ⚫ 深灰=企业/报告\n\n**连线**\n→ 技术合作 | → 失败案例 | → 政策影响\n\n**评级**\n⭐⭐⭐⭐⭐ = 全球顶级机构\n⭐⭐⭐⭐ = 区域重要机构\n❌ = 已失败/崩溃\n\n**机构总计:35家**\n更新:2026-04-22 v1.5 | 澳洲多区域连线增强 | W21 全球高等教育AI地图"}, {"id":"node_timeline000001","type":"text","x":-2200,"y":530,"width":3400,"height":350,"color":"4","text":"## 技术演进时间线\n\n**1984** Bloom「2 Sigma」:一对一辅导提升2σ → AI教育终极目标\n\n**1984-2000** ITS萌芽期:CMU Cognitive Tutor → LISP Tutor → Algebra Tutor\n\n**2000-2015** 算法优化期:BKT普及 → DKT兴起 → Coursera/edX爆发\n\n**2015-2023** 预训练整合期:BERT/GPT嵌入 → 中国企业规模化 → 「双减」冲击\n\n**2023-2025** 生成式AI爆发:GPT-4 → Khanmigo → Cogniti → MAIC → VTA\n\n**2025+** Agentic AI期:AI从工具→自主学习伙伴 | DPO优化 | 小模型可行 | 全球整合浪潮"} ], "edges":[ {"id":"edge001khan0openai","fromNode":"node_openai0000001","fromSide":"left","toNode":"node_khanacademy00001","toSide":"left","toEnd":"arrow","color":"5","label":"Khanmigo"}, {"id":"edge002google0infinity","fromNode":"node_google0000001","fromSide":"bottom","toNode":"node_cbse0000000001","toSide":"top","toEnd":"arrow","color":"2","label":"AINA"}, {"id":"edge003cmu0khan","fromNode":"node_cmu00000000001","fromSide":"right","toNode":"node_khanacademy00001","toSide":"left","toEnd":"arrow","color":"5","label":"ITS理论"}, 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