Big Data Emerging Technology: Insights into Innovative Environment for Online Learning Resources

Digital devices like tablets, smart phones, and laptop have become increasingly raised and utilised in higher education. As a result, current trends on ICT (information and communication technology) used in education begin widely with focusing on teaching and learning. The new concept of big data in recent ICT domain extends the promising research direction on online learning and big data integration through promising content that can be tailored for each student based on the context and Internet behaviour of users in online learning. This paper aims to explore innovative design for innovative online learning in Higher education using Big Data approach. Critical review from referred journals and books was conducted using thematic analysis. This paper proposes model reference which can be implemented with the technology in teaching and learning to improve student learning environment and outcomes and to enhance students’ development, performance and achievement in learning process in higher education.

[1]  Miftachul Huda,et al.  Empowering Children with Adaptive Technology Skills: Careful Engagement in the Digital Information Age , 2017 .

[2]  Miftachul Huda,et al.  From live interaction to virtual interaction: Addressing moral engagement in the digital era , 2017 .

[3]  Tom Fawcett,et al.  Data Science and its Relationship to Big Data and Data-Driven Decision Making , 2013, Big Data.

[4]  Muhammad Anshari,et al.  Online Learning: trends, issues and challenges in the Big Data Era , 2016 .

[5]  Miftachul Huda,et al.  Al-Zarnūjī’s Concept of Knowledge (‘Ilm) , 2016 .

[6]  Yabit Alas,et al.  Nurturing Compassion-Based Empathy: Innovative Approach in Higher Education , 2018 .

[7]  Kaye Shelton,et al.  A Model for Developing High-Quality Online Courses: Integrating a Systems Approach with Learning Theory. , 2008 .

[8]  Miftachul Huda,et al.  Traditional Wisdom on Sustainable Learning , 2017 .

[9]  Miftachul Huda,et al.  Exploring Adaptive Teaching Competencies in Big Data Era , 2017, Int. J. Emerg. Technol. Learn..

[10]  Muhammad Anshari,et al.  Extracting Value and Data Analytic from Social Networks: Big Data Approach , 2017 .

[11]  Yunhao Liu,et al.  Big Data: A Survey , 2014, Mob. Networks Appl..

[12]  Miftachul Huda,et al.  Smartphones usage in the classrooms: Learning aid or interference? , 2017, Education and Information Technologies.

[13]  Muhammad Anshari,et al.  Smartphone Habits Among Youth: Uses and Gratification Theory , 2017, Int. J. Cyber Behav. Psychol. Learn..

[14]  Rebecca Eynon,et al.  The rise of Big Data: what does it mean for education, technology, and media research? , 2013 .

[15]  S. Livingstone.  Critical reflections on the benefits of ICT in education , 2012 .

[16]  Miftachul Huda,et al.  Innovative E-Therapy Service in Higher Education: Mobile Application Design , 2017, Int. J. Interact. Mob. Technol..

[17]  Yabit Alas,et al.  Empowering Civic Responsibility: Insights From Service Learning , 2018 .

[18]  D. Boyd,et al.  CRITICAL QUESTIONS FOR BIG DATA , 2012 .

[19]  Miftachul Huda,et al.  Understanding Comprehensive Learning Requirements in the Light of al-Zarnūjī’s Ta‘līm al-Muta‘allim , 2016 .

[20]  N. B. Anuar,et al.  The rise of "big data" on cloud computing: Review and open research issues , 2015, Inf. Syst..

[21]  R. Kitchin,et al.  Big Data, new epistemologies and paradigm shifts , 2014, Big Data Soc..

[22]  Muhammad Anshari,et al.  Smartphones habits, necessities, and big data challenges , 2015 .

[23]  Muhammad Anshari,et al.  E-Government with Big Data Enabled through Smartphone for Public Services: Possibilities and Challenges , 2017 .

[24]  Tzu-Chi Yang,et al.  Development of an interactive mathematics learning system based on a two-tier test diagnostic and guiding strategy , 2016 .

[25]  Miftachul Huda,et al.  Combining the previous measure of evidence to educational entrance examination , 2017 .

[26]  Janet Buckenmeyer,et al.  Beyond the early adopters of online instruction: Motivating the reluctant majority , 2012, Internet High. Educ..

[27]  David Lyon,et al.  Surveillance, Snowden, and Big Data: Capacities, consequences, critique , 2014, Big Data Soc..

[28]  Kamarul Azmi Jasmi,et al.  Empowering learning culture as student identity construction in higher education , 2017 .

[29]  Ahmad Rafiq Bin Yaacob,et al.  Exploring innovative learning environment (ILE): Big data era , 2017 .

[30]  Susan Ko,et al.  Teaching Online: A Practical Guide , 2000 .

[31]  M. Vijayalakshmi,et al.  Big Data analytics frameworks , 2014, 2014 International Conference on Circuits, Systems, Communication and Information Technology Applications (CSCITA).

[32]  B. Tulasi,et al.  Significance of Big Data and Analytics in Higher Education , 2013 .

[33]  Linda M. Harasim,et al.  Learning Theory and Online Technologies , 2011 .

[34]  Katharine Armstrong,et al.  Big data: a revolution that will transform how we live, work, and think , 2014 .

[35]  Muhammad Anshari,et al.  Big data: Concept, applications, & challenges , 2016, 2016 International Conference on Information Management and Technology (ICIMTech).

[36]  Peter Richt,et al.  Distributed Coordinate Descent Method for Learning with Big Data , 2016 .

[37]  Miftachul Huda,et al.  Islamic Spiritual Character Values of al-Zarnūjī’s Taʻlīm al-Mutaʻallim , 2015 .

[38]  Miftachul Huda,et al.  Strengthening interaction from direct to virtual basis: Insights from ethical and professional empowerment , 2017 .

[39]  Ribana Roscher,et al.  Statistical Inference, Learning and Models in Big Data , 2015, ArXiv.

[40]  Adnan Omar,et al.  Management of Innovative E-Learning Environments , 2011 .

[41]  Yabit Alas,et al.  Developing online learning resources: Big data, social networks, and cloud computing to support pervasive knowledge , 2015, Education and Information Technologies.

[42]  Ben Daniel,et al.  Big Data and analytics in higher education: Opportunities and challenges , 2015, Br. J. Educ. Technol..

[43]  Miftachul Huda,et al.  Philosophical investigation of Al-Zarnuji's Ta'lim al-Muta'allim: Strengthening ethical engagement into teaching and learning , 2016 .

[44]  Xue-wen Chen,et al.  Big Data Deep Learning: Challenges and Perspectives , 2014, IEEE Access.

[45]  Miftachul Huda,et al.  Investigating the relationship between the student's ability and learning preferences: evidence from year 7 mathematics students , 2016 .

[46]  C. L. Philip Chen,et al.  Data-intensive applications, challenges, techniques and technologies: A survey on Big Data , 2014, Inf. Sci..