The Research Characteristics and Status on the Area of Educational Big Data from 2012-2019

Abstract

To explore the status on the area of educational big data, 476 related articles form the from Web of Science core collection were analyzed by CiteSpace V. The results show that: (1) the area of Educational Big Data stared in 2012 and shows an upward trend year by year form 2014-2018, and the number of publications reached the historical peak in 2018. Williamson and Huda, USA and China, Educational sciences theory practice and Agro food industry hi tech top the list of contributing authors, country and publication respectively. (2) “eHealth research”, “current state”, “corporate use” “data entry”, “analytics discipline” and “psychological language” are the top six largest clusters on the area of educational big data from 2012-2019.

Educational Holding As A Modern Form For University Development Enhancing

“…There are some peculiar researches on improving the higher education processes and technologies in the multiple fields as like as estimation for specific characteristics and quality of internet sources of institution in higher education (Stativko, 2019), peculiarities of model that based on neural network for educational process and forming of teaching environment taking into account mathematical knowledge of various data and information development (Dimitrienko & Gubareva, 2018), different aspects of process and organizational modeling for institutions in system of higher education (Berestneva et al, 2017), forming of security complex on applying of innovative forms to institutions in sphere of education (Ilvitskaya et al, 2019), prospects of artificial intelligence implementation to mechanism of professional development (Romanova & Klashanov, 2019), assessment mechanism for quality match of graduates' competences with requirements of labour market (Rumyantsev et al, 2019), use of "6σ"-method for organization and management of processes in education (Kremcheeva & Kremcheev, 2019), informational technologies applying for management enhancing at institutions in education (Alenicheva et al, 2019), study on big data in education (Jiang et al, 2019) and also few other ones disclosed in the either papers (Alioon & Delialioğlu, 2019;Alrasheedi et al, 2015;Al-Sakkaf et al, 2019;Andrew et al, 2015;Antonenko, 2014;Appleton et al, 2008;Araka et al, 2020;Arnold & Paulus, 2010;Hangyál, 2019;Astuti et al, 2019;Badrtdinov & Gorobets, 2016;Bond et al, , 2020;Buntoro et al, 2020;Cipresso et al, 2018;Concannon et al, 2019;Cummings & Bailenson, 2016;Dalgarno & Lee, 2010;Domagk et al, 2010;Erişmen et al, 2018;Hudson et al, 2019;Jou & Wang, 2013;Kolchunov et al, 2...…”