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2025, 01, No.217 34-47
人工智能赋能特殊教育学生发展:应用逻辑与实践路径
基金项目(Foundation): 国家社科基金重点项目“人工智能教育场景应用的伦理与限度研究”(编号:ACA220027); 安徽省质量工程高等教育重大决策部署研究项目“课程思政背景下高校智慧教材的价值逻辑与开发策略研究”(编号:2022jcbs055); 教育部产学合作协同育人项目“生成式人工智能赋能师范生数字素养与技能提升的学理研究”(编号:240904171111322); 杭州市社科常规性规划课题“杭州市中学生STEM职业期望现状与优化策略研究”(编号:Z24JC014)
邮箱(Email):
DOI: 10.13927/j.cnki.yuan.20241219.002
发布时间: 2024-12-20
出版时间: 2024-12-20
网络发布时间: 2024-12-20
移动端阅读
摘要:

在教育数字化转型的背景下,人工智能已成为赋能特殊教育学生发展的重要力量。基于特殊教育对象的分类视角,系统探讨了人工智能技术赋能视觉障碍、听觉障碍、语言障碍、学习障碍和自闭症谱系障碍等不同类别身心障碍学生,以及资赋优异学生与轻微违法犯罪学生发展的基本逻辑与应用思路。研究发现,虽然人工智能赋能不同类别特殊教育学生发展的关注重点与思路不尽相同,但是总体的应用逻辑是一致的,都是希望利用人工智能的技术优势为特殊教育学生筛查、诊断、干预及发展全过程提供更加智能化与精准的支持,帮助特殊教育学生更好地适应数字时代的生存与发展。为了充分发挥人工智能的引擎作用、更好地赋能特殊教育学生发展,在实践路径方面,应持续加大相关政策的支持力度、努力推动特殊教育的数字化转型,加强人工智能人才培养、注重特教产品的创新设计,推动跨学科合作研发、加速人工智能特教产品的创新与迭代,重视人工智能特教产品的推广普及、推动人工智能特教产品的常态化应用,处理好伦理道德问题、保障学生隐私与数据安全。

Abstract:

In the context of digital transformation of education, artificial intelligence(AI) has become an important force to empower the development of special education students. Based on the classification perspective of special education objects, the article systematically explores the basic logic and application ideas of artificial intelligence technology to empower the development of different categories of physically and mentally challenged students, such as visually impaired, hearing impaired, language impaired, learning impaired, and autism spectrum disorders, as well as gifted and talented students, and students with minor delinquency. The study found that although the focus and ideas of AI empowering the development of different categories of special education students are different, the overall application logic is the same, which is to utilize the technological advantages of AI to provide smarter and more accurate support for the whole process of screening, diagnosis, intervention and development of special education students, and to help the special education students better adapt to the survival and development in the digital era. In order to give full play to the role of the engine of AI and better empower the development of special education students, in terms of the practical path, we should continue to increase the support of relevant policies, and strive to promote the digital transformation of special education; strengthen the training of AI talents, and pay attention to the innovative design of special education products; promote interdisciplinary cooperation in research and development, and accelerate the innovation and iteration of AI special education products; and pay attention to the promotion and popularization of AI special education products, and promote the development and development of AI special education products, and popularize and promote the normalized application of AI special education products; and deal with ethical and moral issues to safeguard students' privacy and data security.

参考文献

[1]中华人民共和国教育部.2023年全国教育事业发展基本情况[EB/OL].[2024-06-06].http://www.moe.gov.cn/fbh/live/2024/55831/sfcl/202403/t20240301_1117517.html.

[2]张欣,张燕,赵斌.我国随班就读工作推进中的困难及对策探析[J].现代特殊教育,2018(18):14-18.

[3]谢钰涵,林倩雪.我国融合教育的高质量发展:核心意蕴、现实困境与突破路径[J].四川师范大学学报(社会科学版),2024(1):130-137+206.

[4]陈斐娴.上海市普通学校特教班课程设置与实施现状及困境研究[D].上海:华东师范大学,2022.

[5]中华人民共和国中央人民政府.“十四五”特殊教育发展提升行动计划[EB/OL].[2024-06-06].https://www.gov.cn/gongbao/content/2022/content_5674303.htm.

[6]张亚珍,张宝辉,卜凡帅.我国特殊教育信息技术应用现状分析(2000-2015年)——基于教育技术学的视角[J].现代远距离教育,2016(1):52-59.

[7]岳宇君,张耀珍.我国信息技术融入特殊教育研究述评与趋势展望[J].绥化学院学报,2020(7):156-160.

[8]AR体感教育.特殊教育学校,如何开展教育信息化建设?[EB/OL].[2024-08-28].https://baijiahao.baidu.com/s?id=1749005890581803235&wfr=spider&for=pc.

[9]U.S.Congress.Individuals with Disabilities Education Improvement Act (IDEA) [EB/OL].[2024-08-08].https://www.congress.gov/bill/108th-congress/house-bill/1350.

[10]黄霞.韩国新特殊教育法述评[J].现代特殊教育,2008(12):39-40.

[11]全国人民代表大会.中华人民共和国宪法(2004修正)[EB/OL].[2024-08-08].http://www.npc.gov.cn/zgrdw/npc/zt/qt/gjxfz/2014-12/03/content_1888091.htm.

[12]中华人民共和国中央人民政府.中华人民共和国义务教育法[EB/OL].[2024-08-08].https://www.gov.cn/flfg/2006-06/30/content_323302.htm.

[13]全国人民代表大会常务委员会.中华人民共和国残疾人保障法[EB/OL].[2024-08-08].http://www.npc.gov.cn/npc/c5426/c5429/201905/t20190522_47508.html.

[14]张婷,朱凤英.特殊教育内涵发展的走向与实践依托[J].中国特殊教育,2017(10):3-8.

[15]吕春苗,兰继军.论陈鹤琴教育理论对当前特殊教育发展的启示[J].绥化学院学报,2012(3):17-19.

[16]刘全礼.论我国特殊教育的对象问题[J].中国特殊教育,2016(6):3-7+16.

[17]Athanasios S,Ioannidou R.Artificial Intelligence in Special Education:a decade review[J].International Journal of Engineering Education,2012(6):1366-1372.

[18]邓柳,雷江华.人工智能应用于特殊教育的知识图谱分析[J].中国特殊教育,2021(3):18-25.

[19]Marino M T,Vasquez E,Dieker L,et al.The future of artificial intelligence in special education technology[J].Journal of Special Education Technology,2023(3):404-416.

[20]郭利明,杨现民,段小莲,等.人工智能与特殊教育的深度融合设计[J].中国远程教育,2019(8):10-19+92-93.

[21]申承林,郑伟平,姚小雪.未来特殊教育的逻辑起点、潜在路径与新样态[J].现代特殊教育,2022(8):3-9.

[22]Waterfield D A,Watson L,Day J.Applying Artificial Intelligence in Special Education:Exploring Availability and Functionality of AI Platforms for Special Educators[J].Journal of Special Education Technology,2024(3):448-454.

[23]王翔宇.人工智能赋能特殊教育数字化治理转型:价值、困境及实践路径[J].现代特殊教育,2024(7):20-23.

[24]Michaelson K J,Matz L,Morgan D.Using a new electronic brailler to improve braille learning at the florida school for the deaf and blind[J].Journal of Visual Impairment & Blindness,2015(3):226-231.

[25]董雪燕,贾京鹏,李晗静,等.基于空间和功能无障碍原则的听障生计算机实验室建设[J].实验技术与管理,2019(8):267-270.

[26]Fischer T,Caversaccio M,Wimmer W.Speech signal enhancement in cocktail party scenarios by deep learning based virtual sensing of head-mounted microphones[J].Hearing Research,2021,408:108294.

[27]王彦姣,姜永志.人工智能对学习障碍儿童具有积极作用[N].中国社会科学报,2019-11-19 (004).

[28]Manasa R,Shukla R,Bhattacharyya B,et al.A comprehensive study of audiovisual aids for dyslexic children[J].Int J Electr Eng Technol (IJEET),2020(2):211-218.

[29]张小恒.基于人工智能技术的语言障碍评估初探[J].科学咨询(科技·管理),2023(7):98-100.

[30]Stoll S,Camgoz N C,Hadfield S,et al.Text2Sign:Towards sign language production using neural machine translation and generative adversarial networks[J].International Journal of Computer Vision,2020(4):891-908.

[31]陈靓影,张如静,王帆,等.孤独症儿童早期社交技能的智能化评估——以应答性共同注意和应答性社交微笑为例[J].电化教育研究,2019(11):114-120+128.

[32]Zhang M,Ding H,Naumceska M,et al.Virtual reality technology as an educational and intervention tool for children with autism spectrum disorder:Current perspectives and future directions[J].Behavioral Sciences,2022(5):138-170.

[33]韩田澍.AI精准预测未来奥运冠军?“天赋挖掘机”走进塞内加尔[EB/OL].[2024-08-16].https://tech.ifeng.com/c/8bu2tMClGT7.

[34]郭一璞.AI监控480万美国学生:审查社交媒体和邮件,有敏感信息即通知学校[EB/OL].[2024-08-16].https://www.thepaper.cn/newsDetail_forward_4848426.

[35]马子健,林雨衡,王志强,等.封闭环境下人体姿态识别及打架行为监测[J].计算机应用,2021(S2):214-220.

[36]杨屿航,马金晶,曹晓莹,等.智能时代特殊教育数字化转型——发展机遇、现实挑战与路径举措[J].安顺学院学报,2024(3):78-83.

[37]赵斌,高源,陈鸿宇.我国特殊教育发展的方向、目标与重点——基于“十四五”国家及省级行动计划的文本分析[J].现代特殊教育,2023(10):3-7.

[38]杨现民,张昊,郭利明,等.教育人工智能的发展难题与突破路径[J].现代远程教育研究,2018(3):30-38.

[39]Gougoux F,Lepore F,Lassonde M,et al.Pitch discrimination in the early blind[J].Nature,2004(6997):309-310.

[40]Rao S U,Ranganath S,Ashwin T S,et al.A Google glass based real-time scene analysis for the visually impaired[J].IEEE Access,2021,9:166351-166369.

[41]Song G E,Huang X,Lin Y,et al.Remote virtual companion via tactile codes and voices for the people with visual impairment[J].Progress in Biochemistry and Biophysics,2024(1):158-176.

[42]Sundaram S,Kellnhofer P,Li Y,et al.Learning the signatures of the human grasp using a scalable tactile glove[J].Nature,2019(7758):698-702.

[43]Scott G D,Karns C M,Dow M W,et al.Enhanced peripheral visual processing in congenitally deaf humans is supported by multiple brain regions,including primary auditory cortex[J].Frontiers in Human Neuroscience,2014,8:177-185.

[44]Belo J,Clerc M,Sch?n D.EEG-based auditory attention detection and its possible future applications for passive BCI[J].Frontiers in computer science,2021,3:661178.

[45]Li J.Real-time augmented reality visual-captions for deaf and hard-of-hearing children in classrooms[C]//2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW).IEEE,2023:641-642.

[46]王欣,陈定昌.AI数字人手语辅助系统的设计与应用[J].广播电视网络,2024(3):91-93.

[47]Dhamane S,Ainapure A,Dhage S.Breaking Silence,Embracing Inclusivity:The Power of AI in Communication[C]//2023 IEEE 5th International Conference on Cybernetics,Cognition and Machine Learning Applications (ICCCMLA).IEEE,2023:231-236.

[48]Song B,Dai X,Fan X,et al.Wearable multifunctional organohydrogel-based electronic skin for sign language recognition under complex environments[J].Journal of Materials Science & Technology,2024,181:91-103.

[49]Anumanchipalli G K,Chartier J,Chang E F.Speech synthesis from neural decoding of spoken sentences[J].Nature,2019(7753):493-498.

[50]陈卓铭.语言治疗学(第3版)[M].北京:人民卫生出版社,2018:52-53.

[51]Singh A.A survey of AI text-to-image and AI text-to-video generators[C]//2023 4th International Conference on Artificial Intelligence,Robotics and Control (AIRC).IEEE,2023:32-36.

[52]邓勇,唐祯,周炫余,等.教育神经科学视域下数学学习困难儿童早期干预虚拟仿真实验设计[J].实验技术与管理,2020(6):146-150+156.

[53]Gouraguine S,Qbadou M,Mansouri K.Handwriting treatment and acquisition in dysgraphic children using a humanoid robot-assistant[C]//2022 IEEE Global Engineering Education Conference (EDUCON).IEEE,2022:1658-1663.

[54]徐云,杨健.自闭症早期发现研究进展[J].中国临床心理学杂志,2014(6):1023-1027.

[55]Arshad N I,Hashim A S,Ariffin M M,et al.Robots as assistive technology tools to enhance cognitive abilities and foster valuable learning experiences among young children with autism spectrum disorder[J].IEEE Access,2020,8:116279-116291.

[56]范文翔,李珂琳,施昌阳,等.全息技术赋能的学习空间:发展、类别与应用[J].现代远距离教育,2023(5):61-71.

[57]Ke F,Moon J,Sokolikj Z.Virtual reality-based social skills training for children with autism spectrum disorder[J].Journal of Special Education Technology,2022(1):49-62.

[58]张乐乐,顾小清.多模态数据支持的课堂教学行为分析模型与实践框架[J].开放教育研究,2022(6):101-110.

[59]Castro G P B,Chiappe A,Rodríguez D F B,et al.Harnessing AI for Education 4.0:Drivers of Personalized Learning[J].Electronic Journal of e-Learning,2024(5):1-14.

[60]张治,刘小龙,徐冰冰,等.基于数字画像的综合素质评价:框架、指标、模型与应用[J].中国电化教育,2021(8):25-33+41.

[61]Song K.Research on Intelligent Recommendation Algorithm of Online Learning Platform Based on Artificial Intelligence[C]//2024 IEEE 3rd International Conference on Electrical Engineering,Big Data and Algorithms (EEBDA).IEEE,2024:920-924.

[62]Feng L,Ji Y.Learners Behaviour Prediction and Analysis Model for Smart Learning Platform using Deep Learning Approach[J].Scalable Computing:Practice and Experience,2024(5):3876-3885.

[63]刘绪,高媛,蹇林旎,等.人工智能大语言模型如何影响拔尖创新人才培养[J].高校教育管理,2024(5):64-73.

[64]Liu W.Design and user behavior analysis of an English learning social platform based on digital entertainment content recommendation algorithm[J].Entertainment Computing,2024:100734.

[65]Prasolova-F?rland E,McCallum S,Estrada J G.Collaborative learning in VR for cross-disciplinary distributed student teams[C]//2021 IEEE Conference on virtual reality and 3D user interfaces abstracts and workshops (VRW).IEEE,2021:320-325.

[66]张赛.最高法:未成年人违法犯罪数量总体上升三大问题尤为突出[EB/OL].[2024-08-20].https://www.nwccw.gov.cn/2024/04/17/99679303.html.

[67]刘凯.移动网络环境中不良信息智能过滤方法仿真[J].计算机仿真,2018(10):329-332.

[68]梅文姝,董杰.未成年人网络欺凌的防治措施研究——以社会控制理论为视角[J].青少年学刊,2024(4):58-64.

[69]倪晨旭,汤佳,邵宝魁,等.智能穿戴设备与老年健康——来自智能手环的证据[J].人口学刊,2023(6):50-67.

[70]燧机(上海)科技有限公司.智慧校园-SuiJi视频智能分析[EB/OL].[2024-08-27].https://www.sjzrobot.com/fangan/1224.html.

[71]Ranasinghe T K S,Gamage J,Perera K G D T,et al.AI-Powered Smart and Personalized Education Platform[C]//2023 International Conference on Innovative Computing,Intelligent Communication and Smart Electrical Systems (ICSES).IEEE,2023:1-7.

[72]本刊讯.机器人可用于评估儿童的心理健康[J].数据分析与知识发现,2022(9):26.

[73]曹博林,罗炼炼.陪伴型聊天机器人的发展特征与机制效果[J].青年记者,2023(2):19-22.

[74]章苏静.现代教育技术——新技术赋能的学与教[M].上海:上海交通大学出版社,2021:3.

[75]张立.走进数字社会[M].北京:国家行政学院出版社,2023:116.

[76]U.S.Government Publishing Office.William M.(Mac) Thornberry National Defense Authorization Act for Fiscal Year 2021[EB/OL].[2024-08-14].https://www.congress.gov/116/crpt/hrpt617/CRPT-116hrpt617.pdf#page=1210.

[77]U.S.National Science Foundation.Disability and Rehabilitation Engineering[EB/OL].[2024-08-14].https://www.nsf.gov/awardsearch/advancedSearchResult?ProgEleCode=5342&BooleanElement=Any&BooleanRef=Anv&ActiveAwards=true#results.

[78]U.S.NSF.NSF announces 7 new National Artificial Intelligence Research Institutes[EB/OL].[2024-08-14].https://new.nsf.gov/news/nsf-announces-7-new-national-artificial.

[79]中华人民共和国人力资源和社会保障部.新职业——人工智能工程技术人员就业景气现状分析报告[EB/OL].[2024-08-22].https://www.mohrss.gov.cn/wap/xw/rsxw/202004/t20200430_367110.html.

[80]陈子帅,张蔚蓝.中美人工智能发展,各有什么优势[N].环球时报,2024-03-11(008).

[81]Department for Business,Energy & Industrial Strategy,et al.National AI Strategy-HTML Version[EB/OL].[2024-08-14].https://www.gov.uk/government/publications/national-ai-strategy/national-ai-strategy-html-version.

[82]Department for Business,Energy & Industrial Strategy,et al.National AI Strategy-AI Action Plan[EB/OL].[2024-08-14].https://www.gov.uk/government/publications/national-ai-strategy-ai-action-plan/national-ai-strategy-ai-action-plan.

[83]U.S.Department of Education,Office of Educational Technology.Designing for Education with Artificial Intelligence:An Essential Guide for Developers[EB/OL].[2024-08-14].https://tech.ed.gov/files/2024/07/Designing-for-Education-with-Artificial-Intelligence-An-Essential-Guide-for-Developers.pdf.

[84]中华人民共和国中央人民政府.人工智能全球治理上海宣言(全文)[EB/OL].[2024-08-15].https://www.gov.cn/yaowen/liebiao/202407/content_6961358.htm.

[85]Government of the Republic of Singapore.Singapore National AI Strategy 2.0[EB/OL].[2024-08-15].https://file.go.gov.sg/nais2023.pdf.

[86]赵文静.国家新一代人工智能创新发展试验区如何建郑州出台实施方案明确五大重点任务[N].郑州日报,2022-05-22(001).

[87]Morris.人工智能企业如何做品牌推广[EB/OL].[2024-08-15].https://mp.weixin.qq.com/s/kmDKXdP4vYog8nw4z4aE-A.

[88]黄醒球.乡村小学人工智能教育实施策略的探索与实践——以蚬涌俊贤小学开展人工智能教育实践为例[EB/OL].[2024-08-15].https://mp.weixin.qq.com/s/QYRDqh50FbbWxsaD8pOZfg.

[89]中华人民共和国科学技术部.《新一代人工智能伦理规范》发布[EB/OL].[2024-08-15].https://www.most.gov.cn/kjbgz/202109/t20210926_177063.html.

[90]European Commission.Ethics Guidelines for Trustworthy AI[EB/OL].[2024-08-15].https://www.europarl.europa.eu/cmsdata/196377/AI%20HLEG_Ethics%20Guidelines%20for%20Trustworthy%20AI.pdf.

基本信息:

DOI:10.13927/j.cnki.yuan.20241219.002

中图分类号:G434;G760

引用信息:

[1]范文翔,施昌阳,李珂琳,等.人工智能赋能特殊教育学生发展:应用逻辑与实践路径[J].现代远距离教育,2025,No.217(01):34-47.DOI:10.13927/j.cnki.yuan.20241219.002.

基金信息:

国家社科基金重点项目“人工智能教育场景应用的伦理与限度研究”(编号:ACA220027); 安徽省质量工程高等教育重大决策部署研究项目“课程思政背景下高校智慧教材的价值逻辑与开发策略研究”(编号:2022jcbs055); 教育部产学合作协同育人项目“生成式人工智能赋能师范生数字素养与技能提升的学理研究”(编号:240904171111322); 杭州市社科常规性规划课题“杭州市中学生STEM职业期望现状与优化策略研究”(编号:Z24JC014)

发布时间:

2024-12-20

出版时间:

2024-12-20

网络发布时间:

2024-12-20

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