Abstract
The current paper presents a case study for evaluating an Interaction Analysis (IA) toolkit for blogs, called GIANT (Graphical Interaction Analysis Tool). The paper focuses on the perspective of the teachers and investigates the hypothesis that IA techniques could be implemented in educational group-blogging systems, as a tool for supporting teachers. The main objective of the study is to provide an indication that teachers could be facilitated, in the process of evaluating and assessing students’ interaction and participation, through the real-time generated graphs from the GIANT toolkit. This paper also provides further evaluation evidence for the GIANT toolkit, from a teachers’ point of view, in terms of overall teacher satisfaction, perceived usefulness and perceived ease of learning. Particularly, 32 secondary education teachers’ used and evaluated GIANT during a collaborative blog-based activity with students from a literature course. Overall, teachers were to a large extent satisfied with their facilitation from the GIANT toolkit, during their blogging experience, rating the automatically generated IA graphs as useful, easy to understand and decode.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Bratitsis, T.: Development of flexible support tools, asynchronous discussions, through analysis of interactions between participants, for technologically supported learning. Doctoral thesis, TEEPES, University of the Aegean (2007)
Bull, S., Kay, J.: Metacognition and open learner models. In: The 3rd Workshop on Meta-Cognition and Self-Regulated Learning in Educational Technologies, ITS2008, pp. 7–20 (2008)
Chondrouli, V.: Interaction analysis to support self-regulated and collaborative learning, using computers. Diploma thesis, Aristotle University of Thessaloniki, Department of Informatics (2015)
Creswell, J.W.: Educational Research: Planning, Conducting, and Evaluating Quantitative and Qualitative Research. Prentice Hall, Upper Saddle River (2002)
Curtis, D.D.: Defining, assessing and measuring generic competences. Doctoral dissertation, Flinders University of South Australia (2010)
Dillenbourg, P., Fischer, F.: Basics of computer-supported collaborative learning. Zeitschrift für Berufs- und Wirtschaftspädagogik. 21, 111–130 (2007)
Dimitracopoulou, A.: State of the art on interaction analysis: “Interaction analysis indicators”, ICALTS JEIRP Deliverable D.26.1. Kaleidoscope network of excellence (2004)
Galanakis, G., Papadopoulos, S.: “Blogs”, Project in the course “Social Networking Technologies”. Aristotle University of Thessaloniki (2012). https://learn20.wikispaces.com/Blogging
Kaendler, C., Wiedmann, M., Rummel, N., Spada, H.: Teacher competencies for the implementation of collaborative learning in the classroom: a framework and research review. Educ. Psychol. Rev. 27(3), 505–536 (2015)
Kim, Η.Ν.: The phenomenon of blogs and theoretical model of blog use in educational contexts. Comput. Educ. 51, 1342–1352 (2008)
Lin, W.-J., Yueh, H.-P., Liu, Y.-L., Murakami, M., Kakusho, K., Minoh, M.: Blog as a tool to develop e-learning experience in an international distance course. In: Proceedings of the Sixth IEEE International Conference on Advanced Learning Technologies (ICALT 2006) (2006)
Michailidis, N., Nathanailidis, C., Papadopoulos, I., Tsiatsos, T.: Teachers’ support using interaction analysis and visualization tools in educational group blogging. In: Proceedings of 2013 IEEE Global Engineering Education Conference (EDUCON 2013). IEEE Computer Society, pp. 790–797 (2013)
Spyrouklas, A.: Supporting teachers in computer-aided collaborative systems through Learning Analytics tools and improving the tool G.I.AN.T. Diploma thesis, Aristotle University of Thessaloniki, Department of Informatics (2016)
Theodoridis, D., Triantafyllidis, T., Tsiridis, P.: Developing a tool for analyzing co-interactions in blogs-wordpress. Diploma thesis, Aristotle University of Thessaloniki (2013)
Van Diggelen, W., Janssen, J., Overdijk, M.: Analysing and presenting interaction data: a teacher, student and researcher perspective. In: ICLS 2008 Proceedings of the 8th International Conference on International Conference for the Learning Sciences - Volume 3 (2008)
Van Leeuwen, A.: Teacher regulation of CSCL: exploring the complexity of teacher regulation and the supporting role of learning analytics. Interuniversity Center for Educational Research (2015)
Wu, J.H., Tennyson, R.D., Hsia, T.L.: A study of student satisfaction in a blended e-learning system environment. Comput. Educ. 55(1), 155–164 (2010)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG, a part of Springer Nature
About this paper
Cite this paper
Michailidis, N., Kaiafas, P., Tsiatsos, T. (2018). Evaluation of a Blog-Based Learning Analytics Tool: A Case Study Focusing on Teachers. In: Auer, M., Tsiatsos, T. (eds) Interactive Mobile Communication Technologies and Learning. IMCL 2017. Advances in Intelligent Systems and Computing, vol 725. Springer, Cham. https://doi.org/10.1007/978-3-319-75175-7_50
Download citation
DOI: https://doi.org/10.1007/978-3-319-75175-7_50
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-75174-0
Online ISBN: 978-3-319-75175-7
eBook Packages: EngineeringEngineering (R0)