Shaping the future learning environments with smart elements: challenges and opportunities
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Published in | International Journal of Educational Technology in Higher Education Vol. 18; no. 1; pp. 16 - 9 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Cham
Springer International Publishing
15.03.2021
Springer Nature B.V SpringerOpen |
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ArticleNumber | 16 |
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Author | Yang, Harrison Hao Phusavat, Kongkiti Cheung, Simon K. S. Kwok, Lam For |
Author_xml | – sequence: 1 givenname: Simon K. S. surname: Cheung fullname: Cheung, Simon K. S. email: kscheung@ouhk.edu.hk organization: The Open University of Hong Kong – sequence: 2 givenname: Lam For surname: Kwok fullname: Kwok, Lam For organization: City University of Hong Kong – sequence: 3 givenname: Kongkiti surname: Phusavat fullname: Phusavat, Kongkiti organization: Kasetsart University – sequence: 4 givenname: Harrison Hao surname: Yang fullname: Yang, Harrison Hao organization: State University of New York At Oswego |
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References | BeerDThe Data Gaze: Capitalism, Power and Perception2019SAGE Publications Inc10.4135/9781526463210 PengHMaSSpectorJMPersonalized adaptive learning: An emerging pedagogical approach enabled by a smart learning environmentSmart Learning Environments20196910.1186/s40561-019-0089-y EllisRABliucAMAn exploration into first-year university students' approaches to inquiry and online learning technologies in blended environmentsBritish Journal of Educational Technology201647597098010.1111/bjet.12385 LiuMHortonLOlmansonJTopracPA study of learning and motivation in a new media enriched environment for middle school scienceEducational Technology Research and Development201159224926510.1007/s11423-011-9192-7 HwangGJDefinition, framework and research issues of smart learning environments—a context-aware ubiquitous learning perspectiveSmart Learning Environments20141410.1186/s40561-014-0004-5 PinkSRuckensteinMWillimRDuqueMBroken data: Conceptualising data in an emerging worldBig Data and Society20185110.1177/2053951717753228 LiBKongSCChenGDevelopment and validation of the smart classroom inventorySmart Learning Environments20152310.1186/s40561-015-0012-0 GrosBThe design of smart educational environmentsSmart Learning Environments201631510.1186/s40561-016-0039-x HwangGJFuQKAdvancement and research trends of smart learning environments in the mobile eraInternational Journal of Mobile Learning and Organisation202014111412910.1504/IJMLO.2020.103911 SyafrudinMAlfianGFitriyaniNLRheeJPerformance analysis of IoT-based sensor, big data processing, and machine learning model for real-time monitoring system in automotive manufacturingSensors201818910.3390/s18092946 ShorfuzzamanMHossainMSNazirAMuhammadGAlamriAHarnessing the power of big data analytics in the cloud to support learning analytics in mobile learning environmentComputers in Human Behavior20199257858810.1016/j.chb.2018.07.002 SclaterNLearning analytics explained2017Routledge10.4324/9781315679563 ZhuZYuMRiezebosPA research framework of smart educationSmart Learning Environments20163410.1186/s40561-016-0026-2 JenaPCEffect of smart classroom learning environment on academic achievement of rural high achievers and low achievers in scienceInternational Letters of Social and Humanistic Sciences201331910.18052/www.scipress.com/ILSHS.3.1 TempelaarDRientiesBNguyenQThe contribution of dispositional learning analytics to precision educationEducational Technology and Society2021241109122 FeidakisMDaradoumisTCaballéSConesaJGañánDA dual-modal system that evaluates user’s emotions in virtual learning environments and responds affectivelyJournal of Universal Computer Science2013191116381660 Intel. (2019). Corerain—delivering a smart classroom solution. YouTube. Retrieve from https://www.youtube.com/watch?v=fWOaW2MUplw KwetMPrinslooPThe smart classroom: a new frontier in the age of the smart universityTeaching in Higher Education202025451052610.1080/13562517.2020.1734922 BroughanCPrinslooP(Re)centring students in learning analytics. In conversation with Paulo FreireAssessment and Evaluation in Higher Education202045461762810.1080/02602938.2019.1679716 LeeLKCheungSKSKwokLFLearning analytics: Current trends and innovative practicesJournal of Computers in Education2020710610.1007/s40692-020-00155-8 Arnold, K.E., and Pistilli, M.D. (2012). Course Signals at Purdue: Using Learning Analytics to Increase Student Success. In: Proceedings of the 2nd International Conference on Learning Analytics and Knowledge, pp. 267–270. Association for Computing Machinery, New York, NY, USA. DaiSARS interactive teaching mode for financial accounting course based on smart classroomInternational Journal of Emerging Technologies in Learning2019143385010.3991/ijet.v14i03.10104 ChatterjeeAGuptaUChinnakotlaMKSrikanthRGalleyMAgrawalPUnderstanding emotions in text using deep learning and big dataComputers in Human Behavior20199330931710.1016/j.chb.2018.12.029 MacLeodJYangHHZhuSLiYUnderstanding students’ preferences toward the smart classroom learning environment: Development and validation of an instrumentComputers and Education2018122809110.1016/j.compedu.2018.03.015 ChattiMAAgustiawanMRJarkeMSpechtMToward a personal learning environment frameworkInternational Journal of Virtual and Personal Learning Environments201014668510.4018/jvple.2010100105 LuKYangHHShiYWangXExamining the key influencing factors on college students’ higher-order thinking skills in the smart classroom environmentInternational Journal of Educational Technology in Higher Education202118110.1186/s41239-020-00238-7 XingWPeiBLiSChenGXieCUsing learning analytics to support students’ engineering design: The angle of predictionInteractive Learning Environments20192510.1080/10494820.2019.1680391 KinshukKChenNChengIChewSWEvolution is not enough: revolutionizing current learning environments to smart learning environmentsInternational Journal of Artificial Intelligence in Education201626256158110.1007/s40593-016-0108-x PardoAJovanovicJDawsonSGaševićDMirriahiNUsing learning analytics to scale the provision of personalised feedbackBritish Journal of Educational Technology201950112813810.1111/bjet.12592 Singh, A.D., and Hassan, M. (2017). In Pursuit of Smart Learning Environments for the 21st Century. In: Current and Critical Issues in Curriculum, Learning and Assessment, UNESCO International Bureau of Education. Geneva: UNESCO. Retrieved from https://unesdoc.unesco.org/ark:/48223/pf0000252335 SpectorJMConceptualizing the Emerging Field of Smart Learning EnvironmentsSmart Learning Environments20141210.1186/s40561-014-0002-7 PriceJKTransforming learning for the smart learning environment: Lessons learned from the intel education initiativesSmart Learning Environments201521610.1186/s40561-015-0022-y C Broughan (254_CR3) 2020; 45 RA Ellis (254_CR7) 2016; 47 254_CR1 254_CR12 B Li (254_CR17) 2015; 2 PC Jena (254_CR13) 2013; 3 MA Chatti (254_CR5) 2010; 1 K Kinshuk (254_CR14) 2016; 26 JK Price (254_CR24) 2015; 2 J MacLeod (254_CR20) 2018; 122 N Sclater (254_CR25) 2017 254_CR27 A Pardo (254_CR21) 2019; 50 Z Zhu (254_CR32) 2016; 3 M Feidakis (254_CR8) 2013; 19 GJ Hwang (254_CR11) 2020; 14 M Kwet (254_CR15) 2020; 25 M Syafrudin (254_CR29) 2018; 18 A Chatterjee (254_CR4) 2019; 93 LK Lee (254_CR16) 2020; 7 JM Spector (254_CR28) 2014; 1 B Gros (254_CR9) 2016; 3 K Lu (254_CR19) 2021; 18 GJ Hwang (254_CR10) 2014; 1 W Xing (254_CR31) 2019; 2 D Beer (254_CR2) 2019 D Tempelaar (254_CR30) 2021; 24 S Pink (254_CR23) 2018; 5 H Peng (254_CR22) 2019; 6 M Shorfuzzaman (254_CR26) 2019; 92 M Liu (254_CR18) 2011; 59 S Dai (254_CR6) 2019; 14 |
References_xml | – reference: SclaterNLearning analytics explained2017Routledge10.4324/9781315679563 – reference: HwangGJFuQKAdvancement and research trends of smart learning environments in the mobile eraInternational Journal of Mobile Learning and Organisation202014111412910.1504/IJMLO.2020.103911 – reference: FeidakisMDaradoumisTCaballéSConesaJGañánDA dual-modal system that evaluates user’s emotions in virtual learning environments and responds affectivelyJournal of Universal Computer Science2013191116381660 – reference: JenaPCEffect of smart classroom learning environment on academic achievement of rural high achievers and low achievers in scienceInternational Letters of Social and Humanistic Sciences201331910.18052/www.scipress.com/ILSHS.3.1 – reference: ChatterjeeAGuptaUChinnakotlaMKSrikanthRGalleyMAgrawalPUnderstanding emotions in text using deep learning and big dataComputers in Human Behavior20199330931710.1016/j.chb.2018.12.029 – reference: EllisRABliucAMAn exploration into first-year university students' approaches to inquiry and online learning technologies in blended environmentsBritish Journal of Educational Technology201647597098010.1111/bjet.12385 – reference: HwangGJDefinition, framework and research issues of smart learning environments—a context-aware ubiquitous learning perspectiveSmart Learning Environments20141410.1186/s40561-014-0004-5 – reference: Arnold, K.E., and Pistilli, M.D. (2012). Course Signals at Purdue: Using Learning Analytics to Increase Student Success. In: Proceedings of the 2nd International Conference on Learning Analytics and Knowledge, pp. 267–270. Association for Computing Machinery, New York, NY, USA. – reference: LeeLKCheungSKSKwokLFLearning analytics: Current trends and innovative practicesJournal of Computers in Education2020710610.1007/s40692-020-00155-8 – reference: PardoAJovanovicJDawsonSGaševićDMirriahiNUsing learning analytics to scale the provision of personalised feedbackBritish Journal of Educational Technology201950112813810.1111/bjet.12592 – reference: ZhuZYuMRiezebosPA research framework of smart educationSmart Learning Environments20163410.1186/s40561-016-0026-2 – reference: PriceJKTransforming learning for the smart learning environment: Lessons learned from the intel education initiativesSmart Learning Environments201521610.1186/s40561-015-0022-y – reference: KinshukKChenNChengIChewSWEvolution is not enough: revolutionizing current learning environments to smart learning environmentsInternational Journal of Artificial Intelligence in Education201626256158110.1007/s40593-016-0108-x – reference: LuKYangHHShiYWangXExamining the key influencing factors on college students’ higher-order thinking skills in the smart classroom environmentInternational Journal of Educational Technology in Higher Education202118110.1186/s41239-020-00238-7 – reference: BeerDThe Data Gaze: Capitalism, Power and Perception2019SAGE Publications Inc10.4135/9781526463210 – reference: XingWPeiBLiSChenGXieCUsing learning analytics to support students’ engineering design: The angle of predictionInteractive Learning Environments20192510.1080/10494820.2019.1680391 – reference: PinkSRuckensteinMWillimRDuqueMBroken data: Conceptualising data in an emerging worldBig Data and Society20185110.1177/2053951717753228 – reference: GrosBThe design of smart educational environmentsSmart Learning Environments201631510.1186/s40561-016-0039-x – reference: KwetMPrinslooPThe smart classroom: a new frontier in the age of the smart universityTeaching in Higher Education202025451052610.1080/13562517.2020.1734922 – reference: Singh, A.D., and Hassan, M. 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Title | Shaping the future learning environments with smart elements: challenges and opportunities |
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