Research topics, author profiles, and collaboration networks in the top-ranked journal on educational technology over the past 40 years: a bibliometric analysis

Asensio-Pérez, J. I., Dimitriadis, Y., Pozzi, F., Hernández-Leo, D., Prieto, L. P., Persico, D., et al. (2017). Towards teaching as design: Exploring the interplay between full-lifecycle learning design tooling and teacher professional development. Computers & Education, 114, 92–116. Ausubel, D. P. (1963). The psychology of meaningful verbal learning. New York: Grune and Stratton. Bastian, M., Heymann, S., & Jacomy, M. (2009, March). Gephi: an open source software for exploring and manipulating networks. In Third International AAAI Conference on Weblogs and Social Media. Bodenhofer, U., Kothmeier, A., & Hochreiter, S. (2011). APCluster: An R package for affinity propagation clustering. Bioinformatics, 27(17), 2463–2464. Chang, C. Y., & Hwang, G. J. (2018). Trends of mobile technology-enhanced medical education: A review of journal publications from 1998 to 2016. International Journal of Mobile Learning and Organisation, 12(4), 373–393. Chen, X., Chen, B., Zhang, C., & Hao, T. (2017a, September). Discovering the recent research in natural language processing field based on a statistical approach. In International Symposium on Emerging Technologies for Education (pp. 507–517). Springer, Cham. Chen, X., Ding, R., Xu, K., Wang, S., Hao, T., & Zhou, Y. (2018a). A bibliometric review of natural language processing empowered mobile computing. Wireless Communications and Mobile Computing, 2018, 21. Chen, X., & Hao, T. (2019). Quantifying and visualizing the research status of social media and health research field. Social web and health research (pp. 31–51). Cham: Springer. Chen, X., Hao, J., Chen, J., Hua, S., & Hao, T. (2018c). A bibliometric analysis of the research status of the technology enhanced language learning. In International Symposium on Emerging Technologies for Education (pp. 169–179). Springer, Cham. Chen, C. M., Li, M. C., & Chen, T. C. (2019a). A web-based collaborative reading annotation system with gamification mechanisms to improve reading performance. Computers & Education, 144, 103697. Chen, D. T., Lin, T. B., Li, J. Y., & Lee, L. (2018b). Establishing the norm of new media literacy of Singaporean students: Implications to policy and pedagogy. Computers & Education, 124, 1–13. Chen, X., Liu, Z., Wei, L., Yan, J., Hao, T., & Ding, R. (2018c). A comparative quantitative study of utilizing artificial intelligence on electronic health records in the USA and China during 2008-2017. BMC Medical Informatics and Decision Making, 18(5), 117. Chen, X., Lun, Y., Yan, J., Hao, T., & Weng, H. (2019b). Discovering thematic change and evolution of utilizing social media for healthcare research. BMC Medical Informatics and Decision Making, 19(2), 50. Chen, X., Wang, S., Tang, Y., & Hao, T. (2019c). A bibliometric analysis of event detection in social media. Online Information Review, 43(1), 29–52. Chen, M. P., Wang, L. C., Zou, D., Lin, S. Y., & Xie, H. (2019d). Effects of caption and gender on junior high students’ EFL learning from iMap-enhanced contextualized learning. Computers & Education, 140, 103602. Chen, X., Weng, H., & Hao, T. (2017b, October). A data-driven approach for discovering the recent research status of diabetes in China. In International Conference on Health Information Science (pp. 89–101). Springer, Cham. Chen, X., Xie, H., Wang, F. L., Liu, Z., Xu, J., & Hao, T. (2018e). A bibliometric analysis of natural language processing in medical research. BMC Medical Informatics and Decision Making, 18(1), 14. Cobo, M. J., Martínez, M. Á., Gutiérrez-Salcedo, M., Fujita, H., & Herrera-Viedma, E. (2015). 25 years at knowledge-based systems: A bibliometric analysis. Knowledge-Based Systems, 80, 3–13. Dillenbourg, P. (1999). Introduction what do you mean by “Collaborative Learning”. Teoksessa P. Dillenbourg (toim.), Collaborative learning: Cognitive and computational approaches. British Library Cataloguing Publication Data, pp. 1–19. Ding, Y., Rousseau, R., & Wolfram, D. (2014). Measuring scholarly impact: Methods and practice (pp. 285–320). Cham: Springer. Frey, B. J., & Dueck, D. (2007). Clustering by passing messages between data points. Science, 315(5814), 972–976. Geng, Y., Chen, W., Liu, Z., Chiu, A. S., Han, W., Liu, Z.,… & Cui, X. (2017). A bibliometric review: Energy consumption and greenhouse gas emissions in the residential sector. Journal of Cleaner Production, 159, 301-316. Hao, T., Chen, X., Li, G., & Yan, J. (2018). A bibliometric analysis of text mining in medical research. Soft Computing, 22(23), 7875–7892. Hsu, Y. C., Ho, H. N. J., Tsai, C. C., Hwang, G. J., Chu, H. C., Wang, C. Y., et al. (2012). Research trends in technology-based learning from 2000 to 2009: A content analysis of publications in selected journals. Journal of Educational Technology & Society, 15(2), 354–370. Huizenga, J. C., Ten Dam, G. T. M., Voogt, J. M., & Admiraal, W. F. (2017). Teacher perceptions of the value of game-based learning in secondary education. Computers & Education, 110, 105–115. Jonassen, D., Spector, M. J., Driscoll, M., Merrill, M. D., van Merrienboer, J., & Driscoll, M. P. (2008). Handbook of research on educational communications and technology: A project of the association for educational communications and technology. London: Routledge. Lai, H. M., Hsiao, Y. L., & Hsieh, P. J. (2018). The role of motivation, ability, and opportunity in university teachers’ continuance use intention for flipped teaching. Computers & Education, 124, 37–50. Lowerison, G., Sclater, J., Schmid, R. F., & Abrami, P. C. (2006). Student perceived effectiveness of computer technology use in post-secondary classrooms. Computers & Education, 47(4), 465–489. Martens, R. L., Valcke, M. M. A., & Portier, S. J. (1997). Interactive learning environments to support independent learning: The impact of discernability of embedded support devices. Computers & Education, 28(3), 185–197. Martin, S., Diaz, G., Sancristobal, E., Gil, R., Castro, M., & Peire, J. (2011). New technology trends in education: Seven years of forecasts and convergence. Computers & Education, 57(3), 1893–1906. Martínez, M. A., Cobo, M. J., Herrera, M., & Herrera-Viedma, E. (2015). Analyzing the scientific evolution of social work using science mapping. Research on Social Work Practice, 25(2), 257–277. McCulloch, A. W., Hollebrands, K., Lee, H., Harrison, T., & Mutlu, A. (2018). Factors that influence secondary mathematics teachers’ integration of technology in mathematics lessons. Computers & Education, 123, 26–40. Merigó, J. M., Cobo, M. J., Laengle, S., Rivas, D., & Herrera-Viedma, E. (2019). Twenty years of soft computing: A bibliometric overview. Soft Computing, 23(5), 1477–1497. Molinari, G., Chanel, G., Betrancourt, M., Pun, T., & Bozelle Giroud, C. (2013). Emotion feedback during computer-mediated collaboration: Effects on self-reported emotions and perceived interaction. National Council of Teachers of Mathematics. (2015). Strategic use of technology in teacher and learning mathematics. Reston, VA: Author. Natividad, G., Spector, J. M., & Evangelopoulos, N. (2018). An Analysis of Two Decades of Educational Technology Publications: Who. What and Where: Springer. Otte, E., & Rousseau, R. (2002). Social network analysis: A powerful strategy, also for the information sciences. Journal of Information Science, 28(6), 441–453. Peng, B., Guo, D., Qiao, H., Yang, Q., Zhang, B., Hayat, T.,… & Ahmad, B. (2018). Bibliometric and visualized analysis of China’s coal research 2000-2015. Journal of Cleaner Production, 197, 1177-1189. Sangin, M., Molinari, G., Nüssli, M. A., & Dillenbourg, P. (2011). Facilitating peer knowledge modeling: Effects of a knowledge awareness tool on collaborative learning outcomes and processes. Computers in Human Behavior, 27(3), 1059–1067. Song, Y., Chen, X., Hao, T., Liu, Z., & Lan, Z. (2019). Exploring two decades of research on classroom dialogue by using bibliometric analysis. Computers & Education, 137, 12–31. Stolaki, A., & Economides, A. A. (2018). The Creativity Challenge Game: An educational intervention for creativity enhancement with the integration of Information and Communication Technologies (ICTs). Computers & Education, 123, 195–211. Sun, C. T., Chen, L. X., & Chu, H. M. (2018). Associations among scaffold presentation, reward mechanisms and problem-solving behaviors in game play. Computers & Education, 119, 95–111. Svensson, G. (2010). SSCI and its impact factors: A “prisoner’s dilemma”? European Journal of Marketing, 44(1/2), 23–33. Swamy N. Cluster Purity Visualizer. (2016). https://bl.ocks.org/nswamy14/e28ec2c438e9e8bd302f. Timmis, S., Broadfoot, P., Sutherland, R., & Oldfield, A. (2016). Rethinking assessment in a digital age: Opportunities, challenges and risks. British Educational Research Journal, 42(3), 454–476. Troussas, C., Krouska, A., & Sgouropoulou, C. (2019). Collaboration and fuzzy-modeled personalization for mobile game-based learning in higher education. Computers & Education, 144, 103698. Tu, Y. F., & Hwang, G. J. (2018). The roles of sensing technologies and learning strategies in library-associated mobile learning: A review of 2007-2016 journal publications. International Journal of Mobile Learning and Organisation, 12(1), 42–54. Xie, H., Chu, H. C., Hwang, G. J., & Wang, C. C. (2019). Trends and development in technology-enhanced adaptive/personalized learning: A systematic review of journal publications from 2007 to 2017. Computers & Education, 140, 103599. Yang, T. C., Chen, M. C., & Chen, S. Y. (2018). The influences of self-regulated learning support and prior knowledge on improving learning performance. Computers & Education, 126, 37–52. Zawacki-Richter, O., & Latchem, C. (2018). Exploring four decades of research in computers & education. Computers & Education, 122, 136–152. Zhong, S., Geng, Y., Liu, W., Gao, C., & Chen, W. (2016). A bibliometric review on natural resource accounting during 1995-2014. Journal of Cleaner Production, 139, 122–132.