Article(id=1242139933809389973, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242139926238667771, articleNumber=null, orderNo=10, doi=10.3981/j.issn.1000-7857.2022.12.008, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1645977600000, receivedDateStr=2022-02-28, revisedDate=1649865600000, revisedDateStr=2022-04-14, acceptedDate=null, acceptedDateStr=null, onlineDate=1659694399567, onlineDateStr=2022-08-05, pubDate=1656345600000, pubDateStr=2022-06-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1659694399567, onlineIssueDateStr=2022-08-05, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774078838059, creator=sys-migrate, updateTime=1774078838059, updator=sys-migrate, issue=Issue{id=1242139926238667771, tenantId=1146029695717560320, journalId=1146031591421210625, year='2022', volume='40', issue='12', pageStart='0', pageEnd='136', issueExtLink='null', onlineDate='null', pubDate='1656345600000', pubDateStr='2022-06-28', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774078836256, creator='sys-migrate', updateTime=1774078836256, updator='sys-migrate', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=90, endPage=101, ext={EN=ArticleExt(id=1242139936900587583, articleId=1242139933809389973, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=Brain-computer interface applications in education: Trends and challenges, columnId=1242116810380743325, journalTitle=Science & Technology Review, columnName=Reviews, runingTitle=null, highlight=null, articleAbstract=This paper reviews the technology and the concept of the brain-computer interface, from the three important technical features: the individualization, the real-time nature and the scenario-based property, as well as the research progresses in education from the three aspects: the learning state recognition, the individual learner trait assessment and the learning disability intervention. The problems of existing researches are then analyzed. Finally, the future application directions of the brain-computer interface are discussed in terms of understanding and optimizing the existing educational scenarios and creating new educational scenarios., authors=CHEN Jingjing1,2, WANG Fei1,2, GAO Xiaorong3, ZHANG Yu4, LI Zhuoran1,2, ZHANG Dan1,2, authorsList=CHEN Jingjing, WANG Fei, GAO Xiaorong, ZHANG Yu, LI Zhuoran, ZHANG Dan, authorCompany=1. Department of Psychology, School of Social Sciences, Tsinghua University, Beijing 100084, China;
2. Tsinghua Laboratory of Brain and Intelligence, Tsinghua University, Beijing 100084, China;
3. Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing 100084, China;
4. Institute of Education, Tsinghua University, Beijing 100084, China, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=LlUWaKGaksXOrvPhrqFM9w==, pdfFileSize=634802, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1242139935554215985, articleId=1242139933809389973, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=教育领域中的脑-机接口应用:动向与挑战, columnId=1242134377686180284, journalTitle=科技导报, columnName=综述, runingTitle=null, highlight=null, articleAbstract=概述了脑-机接口技术与理念,总结了脑-机接口个体化、实时化和场景化3个重要技术特点;从学习状态识别、学习者个体特质测评和学习障碍干预3方面梳理了脑-机接口在教育领域的研究成果;探讨当前研究存在的问题,从理解、优化现有教育场景和开创新型教育场景等方面展望了脑-机接口未来的应用方向。, authors=陈菁菁1,2, 王非1,2, 高小榕3, 张羽4, 李卓然1,2, 张丹1,2, authorsList=陈菁菁, 王非, 高小榕, 张羽, 李卓然, 张丹, authorCompany=1. 清华大学社会科学学院心理学系, 北京 100084;
2. 清华大学脑与智能实验室, 北京 100084;
3. 清华大学医学院生物医学工程系, 北京 100084;
4. 清华大学教育研究院, 北京 100084, correspAuthors=null, authorNote=陈菁菁,博士后,研究方向为脑-机接口与教育神经科学,电子信箱:chen-jj15@tsinghua.org.cn, correspAuthorsNote=张丹(通信作者),副教授,研究方向为脑-机接口与社会神经科学,电子信箱:dzhang@tsinghua.edu.cn, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=k3WMHcAlOntOE9sNq7NSqg==, pdfFileSize=634802, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=国家自然科学基金项目(61977041,6210020370))}, authors=[Author(id=1279493866118169142, tenantId=1146029695717560320, journalId=null, articleId=1242139933809389973, orderNo=null, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=null, authorType=null, ext={CN=AuthorExt(id=null, tenantId=null, journalId=1146031591421210625, articleId=1242139933809389973, authorId=1279493866118169142, language=CN, stringName=陈菁菁, 王非, 高小榕, 张羽, 李卓然, 张丹, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=null, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=null)], keywords=[Keyword(id=1242139935025733667, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139933809389973, language=CN, orderNo=1, keyword=脑-机接口), Keyword(id=1242139935113814052, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139933809389973, language=CN, orderNo=1, keyword=个性化教学), Keyword(id=1242139935206088743, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139933809389973, language=CN, orderNo=1, keyword=认知状态识别), Keyword(id=1242139935306752042, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139933809389973, language=CN, orderNo=1, keyword=个体测评), Keyword(id=1242139935419998253, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139933809389973, language=CN, orderNo=1, keyword=认知干预), Keyword(id=1242139936015593905, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139933809389973, language=EN, orderNo=1, keyword=brain-computer interface), Keyword(id=1242139936099479987, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139933809389973, language=EN, orderNo=1, keyword=personalized instruction), Keyword(id=1242139936183366069, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139933809389973, language=EN, orderNo=1, keyword=cognitive state detection), Keyword(id=1242139936258863543, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139933809389973, language=EN, orderNo=1, keyword=individual trait assessment), Keyword(id=1242139936338555321, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139933809389973, language=EN, orderNo=1, keyword=cognitive intervention)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1125356956822126595, delFlag=0, nameCn=科技导报, nameEn=Science & Technology Review, nameHistory1=null, nameHistory2=null, issn=1000-7857, eissn=, cn=11-1421/N, coden=null, periodic=3, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=wfghvu3bhh/dKxuZ+ucVHA==, journalPrice=null, startedYear=null, abbrevIsoEn=Sci Technol Rev, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1774230116083, createdBy=null, updatedBy=13041195026, firstLetterCn=S, firstLetterEn=S, subjectCode=Natural Sciences, subjectName=自然科学, subjectCodeEn=Natural Sciences, subjectNameEn=null, picCn=wfghvu3bhh/dKxuZ+ucVHA==, picEn=yjSfclmpNm7ihn9NbTZ69g==, jcr=null, cjcr=null, exts=[JournalExt(id=1242774439910290156, language=CN, name=科技导报, nameHistory1=null, nameHistory2=null, managedBy=中国科学技术协会, sponsoredBy=中国科学技术协会, publishedBy=科技导报社, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/CN/home, createdTime=1774230116107, updatedTime=1774230116107, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/CN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.cast.org.cn/webm, submissionEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionReviewUrl=https://kjdbauthor.cast.org.cn/webm, submissionCeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionAeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, option={"copyright":""}), JournalExt(id=1242774439960621805, language=EN, name=Science & Technology Review, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/EN/home, createdTime=1774230116119, updatedTime=1774230116119, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/EN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031591421210625, websiteList=[Website(id=1146104741081231361, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/CN, language=CN, createTime=1751182263881, createBy=18614031015, updateTime=1751778001962, updateBy=18614031015, name=科技导报, tplId=1146099689490845704, title=科技导报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148021146403992296, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=articleTextType, value=kx, createTime=1751639170504, updateTime=1751639170504, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146378826469, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=banner, value=null, createTime=1751639170498, updateTime=1751639170498, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146366243556, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1751639170495, updateTime=1751639170495, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146395603687, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751639170502, updateTime=1751639170502, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146387215078, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751639170500, updateTime=1751639170500, creator=18614031015, updator=18614031015)]), Website(id=1146105254833139715, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/EN, language=EN, createTime=1751182386363, createBy=18614031015, updateTime=1753500121937, updateBy=18614031015, name=科技导报, tplId=1146101810881728533, title=Science & Technology Review, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155838567709528217, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=articleTextType, value=kx, createTime=1753502988984, updateTime=1753502988984, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567692750998, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=banner, value=null, createTime=1753502988980, updateTime=1753502988980, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567688556693, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1753502988979, updateTime=1753502988979, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567705333912, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic, createTime=1753502988983, updateTime=1753502988983, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567701139607, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1753502988982, updateTime=1753502988982, creator=18614031015, updator=18614031015)])], journalTitle=科技导报, weixinUrl=null, journalUrl=null, iacademicId=null, status=1, seqNo=null, journalTitleEn=Science & Technology Review, journalPhotoCn=wfghvu3bhh/dKxuZ+ucVHA==, journalPhotoEn=yjSfclmpNm7ihn9NbTZ69g==, journalFirstLetter=S, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=0.91, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=, provinceCode=null, provinceName=null, collectFlag=false, interPubPlatform=null, interPubPlatformUrl=null), detailUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2022.12.008, detailUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/10.3981/j.issn.1000-7857.2022.12.008, pdfUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/PDF/10.3981/j.issn.1000-7857.2022.12.008, pdfUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/PDF/10.3981/j.issn.1000-7857.2022.12.008, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1656345600000, fullTextJson=null, articleText=null, reference=null)
收藏切换
教育领域中的脑-机接口应用:动向与挑战
收藏切换
PDF下载
陈菁菁, 王非, 高小榕, 张羽, 李卓然, 张丹
科技导报 | 综述 2022,40(12): 90-101
收起
收藏切换
科技导报 | 综述 2022, 40(12): 90-101
教育领域中的脑-机接口应用:动向与挑战
全屏
陈菁菁, 王非, 高小榕, 张羽, 李卓然, 张丹
作者信息

通讯作者:

张丹(通信作者),副教授,研究方向为脑-机接口与社会神经科学,电子信箱:dzhang@tsinghua.edu.cn
Brain-computer interface applications in education: Trends and challenges
Affiliations
出版时间: 2022-06-28 doi: 10.3981/j.issn.1000-7857.2022.12.008
文章导航
收藏切换
概述了脑-机接口技术与理念,总结了脑-机接口个体化、实时化和场景化3个重要技术特点;从学习状态识别、学习者个体特质测评和学习障碍干预3方面梳理了脑-机接口在教育领域的研究成果;探讨当前研究存在的问题,从理解、优化现有教育场景和开创新型教育场景等方面展望了脑-机接口未来的应用方向。
脑-机接口  /  个性化教学  /  认知状态识别  /  个体测评  /  认知干预
This paper reviews the technology and the concept of the brain-computer interface, from the three important technical features: the individualization, the real-time nature and the scenario-based property, as well as the research progresses in education from the three aspects: the learning state recognition, the individual learner trait assessment and the learning disability intervention. The problems of existing researches are then analyzed. Finally, the future application directions of the brain-computer interface are discussed in terms of understanding and optimizing the existing educational scenarios and creating new educational scenarios.
brain-computer interface  /  personalized instruction  /  cognitive state detection  /  individual trait assessment  /  cognitive intervention
陈菁菁, 王非, 高小榕, 张羽, 李卓然, 张丹. 教育领域中的脑-机接口应用:动向与挑战. 科技导报, 2022 , 40 (12) : 90 -101 . DOI: 10.3981/j.issn.1000-7857.2022.12.008
CHEN Jingjing, WANG Fei, GAO Xiaorong, ZHANG Yu, LI Zhuoran, ZHANG Dan. Brain-computer interface applications in education: Trends and challenges[J]. Science & Technology Review, 2022 , 40 (12) : 90 -101 . DOI: 10.3981/j.issn.1000-7857.2022.12.008
2022年第40卷第12期
PDF下载
1075
294
引用本文
BibTeX
文章信息
doi: 10.3981/j.issn.1000-7857.2022.12.008
  • 接收时间:2022-02-28
  • 首发时间:2022-08-05
  • 出版时间:2022-06-28
补充材料
相关文章
文章信息
作者
出版历史
  • 收稿日期:2022-02-28
  • 修回日期:2022-04-14
基金
作者信息

通讯作者:

张丹(通信作者),副教授,研究方向为脑-机接口与社会神经科学,电子信箱:dzhang@tsinghua.edu.cn
参考文献
分享链接
https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2022.12.008
分享至
全文二维码

扫描看全文

引用本文
BibTeX
本文的引用情况
2种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏