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A General Framework for Learning Analytic in a Smart Classroom
[chapter]
2016
Communications in Computer and Information Science
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The framework is defined like a closed cycle of Learning Analytics tasks, which generate metrics used like feedback to optimize the pedagogical model proposed by the smart Classroom. ...
In this paper, we propose the utilization of the "Learning Analytics" paradigm in a Smart Classroom, a classroom that integrates artificial intelligence technology on the educational process. ...
A smart classroom is an expression of this, where a traditional classroom is redefined, with the integration of sensor technology, communication technology, artificial intelligence, among others, into ...
doi:10.1007/978-3-319-48024-4_17
fatcat:tmgh3ufyp5czhghx7e3nambm2y
Past, present, and future of smart learning: a topic-based bibliometric analysis
2021
International Journal of Educational Technology in Higher Education
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This study aims to comprehensively review the research field of smart learning by conducting a topic modeling analysis of 555 smart learning publications collected from the Scopus database. ...
Furthermore, several emerging topics were identified, for example, Smart learning analytics, Software engineering for e-learning systems, IoT (Internet of things) and cloud computing, and STEM education ...
of smart learning analytics systems
Development of smart learning frameworks and models
Design of smart classrooms and smart learning systems
Exclusion criteria
E1
E2
E3
E4
Smart technologies ...
doi:10.1186/s41239-020-00239-6
fatcat:bi2m3wl4lfbnrhbmbdjhtvouum
LEARNING ANALYTICS FOR SMART CLASSROOMS IN HIGHER EDUCATION
2017
IJAEDU- International E-Journal of Advances in Education
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This research paper highlights such environment which provides a strong base for learning analytics for enhanced learning environment in higher education. ...
A smart classroom is the one, which is equipped with latest tools and technologies that are based on the internet. ...
Figure 1 . 1 Healey and Jenkins Model
Fig 2 illustrates a model designed for smart classroom. ...
doi:10.18768/ijaedu.338514
fatcat:3nlrtv6covhfhgm6rclakx4zpi
Research Study on Significance of Gamification Learning and i- Campus Using Internet of Things Technology-Enabled Infrastructure
[chapter]
2018
Trends in E-learning
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It's emphasis on the need for both approaches in a single platform to the learners for efficient and smart learning environments to set up. ...
Analytical study of smart campus architecture with all features includes classroom laboratories... etc... ...
A Data Analytics survey for the database for Smart Home includes 256 companies and startups. ...
doi:10.5772/intechopen.75744
fatcat:bsy3onttdne6dlpb4avolhde44
Computing brains: learning algorithms and neurocomputation in the smart city
2016
Information, Communication & Society
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IBM's ambitions for education constitute a sociotechnical imaginary of a 'cognitive classroom' where the practices associated with data analytics and cognitive computing in the smart city are being translated ...
The IBM imaginary of Smarter Education is one significant instantiation of emerging smart cities that are to be governed by neurocomputational processes modelled on neuroscientific insights into the brain's ...
how the smart city as a learning environment is enacted. ...
doi:10.1080/1369118x.2016.1181194
fatcat:h27uz2o6tnhdtequ6lwq3nl5fu
Shaping the future learning environments with smart elements: challenges and opportunities
2021
International Journal of Educational Technology in Higher Education
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Corominas, for editorial support throughout the whole process starting from the call for submissions to the production of the final articles. ...
Thanks also go to many anonymous reviewers for their efforts in the paper review process.
Authors' contributions All authors read and approved the final manuscript. ...
In a smart learning environment, a fundamental shift is needed towards a more personalized, social, open, dynamic, emergent, and knowledge-pull model for learning, as opposed to the one-size-fits-all, ...
doi:10.1186/s41239-021-00254-1
pmid:34778521
pmcid:PMC7970780
fatcat:oagqwwvppjcubajnwn6x6lddti
IJREAMV05I0452005.pdf
2019
Figshare
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Raspberry Pi, a typical learning platform to study IoT technology has been explored. ...
So, Computer Vision when coupled with IoT technology in a Higher Education can give rise to smart, intelligent campuses improving student experiences and positively enhancing educational perceptions. ...
Alberto Pacheco et. al (2018), tried creating a Osmotic computing architecture model for a IoT based smart classroom is used to test deep learning models for person detection by comparative study with ...
doi:10.6084/m9.figshare.11170418.v1
fatcat:eifkfdeh7fd2nddadugkm4io3a
Smart education framework
2021
Smart Learning Environments
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AbstractAdvances in information technologies present opportunities for novel approaches, methods, and tools for new or improved education and training practices. ...
Based on an investigation of a wide range of information technologies supporting smart education, we developed a Smart Education Framework. ...
The learner detector combined with the learner model provides learning analytics functions. ...
doi:10.1186/s40561-021-00170-x
fatcat:sib2wdz6zvg7bl7e62pqwj2olq
Editorial: Analytics and Mathematics in Adaptive and Smart Learning
2022
Frontiers in Applied Mathematics and Statistics
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In keeping with the learning trend, a prediction model for students' learning was developed by Raza et al.. This model considers interaction logs and past achievement scores. ...
How can smart learning help in teaching mathematics? and 2. How can mathematics and analytics help in smart learning? ...
AUTHOR CONTRIBUTIONS All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication. ...
doi:10.3389/fams.2022.839669
fatcat:iwkt4um6rrdrdicjepmonmsxue
Application of IoT in Analyzing Cognitive Skills of Students-A Systematic Literature Review
2020
International journal of management, technology, and social science
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The problem-solving and conceptual knowledge obtained in school is basically inert for several students. ...
The application of IoT involves several domains like smart grids, smart farms, better healthcare, smart cities, smart homes, smart transportation system, smart parking and so on. ...
This combined model approach improves the student grasping level who hesitates in learning (Shinde & Bhangale, 2017) [47] . It presents a new smart classroom perspective model based on IoT. ...
doi:10.47992/ijmts.2581.6012.0088
fatcat:25wplbfquzatjpdcqrlx7tdhgm
Competence analytics
2014
Journal of Computers in Education
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A smart learning environment is characterized by the key provision of personalized learning experiences. ...
To approach different degrees of personalization in online learning, this article introduces a framework called Smart Competence Analytics in LEarning (SCALE) that tracks finer-level learning experiences ...
One of the early applications of Smart Learning is from a smart cloud computing framework that uses a model called E4S (Kim et al. 2011 ). ...
doi:10.1007/s40692-014-0018-6
fatcat:qk6sbc2sebg5badbpdhxgnpbsu
Assessment of Smart Learning Environments in Higher Educational Institutions: A Study Using AHP-FCE and GA-BP Methods
2021
IEEE Access
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We hope the study can provide a reference and inspiration for the construction and assessment of smart learning environments. ...
INDEX TERMS Smart learning environments, assessment, analytic hierarchy process, back propagation, higher education. ...
Therefore, it is crucial to construct a diversified learning space for teachers and students to promote smart teaching innovations and achieve smart learning. ...
doi:10.1109/access.2021.3062680
fatcat:usi74e43drc2rdfkkoncbsnddm
Learning analytics for IoE based educational model using deep learning techniques: architecture, challenges and applications
2018
Smart Learning Environments
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for creating such learning analytics systems. ...
This paper presents a secured and agile architecture of an Internet of Everything (IoE) based Educational Model and a Learning Analytics System (LAS) model using the concept of deep learning which can ...
., 2017) provided a detailed analysis and conceptual design of smart learning analytics for smart university. ...
doi:10.1186/s40561-018-0057-y
fatcat:gil33ymdz5ctfaa4c5gcgy527m
A Research-Based Smart Classroom in An Exercise Physiology Course
2021
International Journal of Emerging Technologies in Learning (iJET)
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As a key factor of smart education, smart classroom is expected to produce an important effect on education and teaching. ...
In particular, it is of great significance for promoting students' classroom satisfaction and ability to analyze problems and developing good learning habits in them. ...
This is also of great significance for the training of talents with strong analytical and creative abilities. ...
doi:10.3991/ijet.v16i18.25339
fatcat:5yw242pj45dzfmpnwrnjpzpjlq
Orchestrating of complex inquiry
2013
Proceedings of the Third International Conference on Learning Analytics and Knowledge - LAK '13
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This paper presents our research of a pedagogical model known as Knowledge Community and Inquiry (KCI), focusing on our design of a technological infrastructure for the orchestration of the complex CSCL ...
We first introduce the KCI model including some basic design principles, and describe its dependency on real time learning analytics. ...
for "smart classrooms." ...
doi:10.1145/2460296.2460352
dblp:conf/lak/SlottaTL13
fatcat:l6tivb7m3jcdvjfaqjarpotn7a
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