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Article

Mavrikis, M. and Geraniou, E. and Gutierrez-Santos, Sergio and Poulovassilis, Alexandra (2019) Intelligent analysis and data visualisation for teacher assistance tools: the case of exploratory learning. British Journal of Educational Technology 50 (6), pp. 2920-2942. ISSN 0007-1013.

Grawemeyer, Beate and Mavrikis, M. and Holmes, W. and Gutierrez-Santos, Sergio and Wiedmann, M. and Rummel, N. (2017) Affective learning: improving engagement and enhancing learning with affect-aware feedback. User Modeling and User-Adapted Interaction - Special Issue on Impact of Learner Modeling 27 (1), pp. 119-158. ISSN 0924-1868.

Gutierrez-Santos, Sergio and Mavrikis, M. and Geraniou, E. and Poulovassilis, Alexandra (2016) Similarity-based grouping to support teachers on collaborative activities in exploratory learning environments. IEEE Transactions on Emerging Topics in Computing (99), ISSN 2168-6750.

Poulovassilis, Alexandra and Gutierrez-Santos, Sergio and Mavrikis, M. (2015) Graph-based modelling of students' interaction data from exploratory learning environments. CEUR Workshop Proceedings 1446 , pp. 46-51. ISSN 1613-0073.

Grawemeyer, Beate and Mavrikis, M. and Holmes, W. and Hansen, A. and Loibl, K. and Gutierrez-Santos, Sergio (2015) The impact of feedback on students’ affective states. CEUR Workshop Proceedings 1432 , ISSN 1613-0073.

Mavrikis, M. and Gutierrez-Santos, Sergio and Geraniou, E. and Noss, R. (2013) Design requirements, student perception indicators and validation metrics for intelligent exploratory learning environments. Personal and Ubiquitous Computing 17 (8), pp. 1605-1620. ISSN 1617-4909.

Noss, R. and Poulovassilis, Alexandra and Geraniou, E. and Gutierrez-Santos, Sergio and Hoyles, C. and Kahn, K. and Magoulas, George D. and Mavrikis, M. (2012) The design of a system to support exploratory learning of algebraic generalisation. Computers & Education 59 (1), pp. 63-81. ISSN 0360-1315.

Mavrikis, M. and Gutierrez-Santos, Sergio (2010) Not all wizards are from Oz: iterative design of intelligent learning environments by communication capacity tapering. Computers & Education 54 (3), pp. 641-651. ISSN 03601315.

Book Section

du Boulay, B. and Poulovassilis, Alexandra and Holmes, W. and Mavrikis, M. (2018) Artificial intelligence and big data to close the achievement gap. In: Luckin, R. (ed.) Enhancing Learning and Teaching with Technology: What the research says. London, UK: UCL Institute of Education Press. ISBN 9781782772262.

Grawemeyer, Beate and Mavrikis, M. and Mazziotti, C. and Hansen, A. and van Leeuwen, A. and Rummel, N. (2017) Exploring students’ affective states during learning with external representations. In: André, E. and Baker, R. and Hu, X. and Rodrigo, M.T. and du Boulay, B. (eds.) Artificial Intelligence in Education. Lecture Notes in Computer Science 10331 10331. Springer, pp. 514-518. ISBN 9783319614250.

Grawemeyer, Beate and Mavrikis, M. and Holmes, W. and Gutierrez-Santos, Sergio and Wiedmann, M. and Rummel, N. (2016) Affecting off-task behaviour: how affect-aware feedback can improve student learning. In: UNSPECIFIED (ed.) Proceedings of the Sixth International Conference on Learning Analytics & Knowledge - LAK '16. New York, U.S.: Association for Computing Machinery, pp. 104-113. ISBN 9781450341905.

Mavrikis, M. and Gutierrez-Santos, Sergio and Poulovassilis, Alexandra (2016) Design and evaluation of teacher assistance tools for exploratory learning environments. In: UNSPECIFIED (ed.) LAK '16 Proceedings of the Sixth International Conference on Learning Analytics & Knowledge. New York, U.S.: Association for Computing Machinery, pp. 168-172. ISBN 9781450341905.

Holmes, W. and Mavrikis, M. and Hansen, A. and Grawemeyer, Beate (2015) Purpose and level of feedback in an exploratory learning environment for fractions. In: Conati, C. and Heffernan, N. and Mitrovic, A. and Verdejo, M.F. (eds.) Artificial Intelligence in Education. Lecture Notes in Computer Science 9112. New York, U.S.: Springer, pp. 620-623. ISBN 9783319197722.

Mavrikis, M. and Zhu, Z. and Gutierrez-Santos, Sergio and Poulovassilis, Alexandra (2015) Visualisation and analysis of students’ interaction data in exploratory learning environments. In: UNSPECIFIED (ed.) Proceedings of the 24th International Conference on World Wide Web. New York, U.S.: Association for Computing Machinery, pp. 1419-1424. ISBN 9781450334730. (Submitted)

Grawemeyer, Beate and Holmes, W. and Gutierrez-Santos, Sergio and Hansen, A. and Loibl, K. and Mavrikis, M. (2015) Light-bulb moment?: towards adaptive presentation of feedback based on students' affective state. In: UNSPECIFIED (ed.) IUI '15 Proceedings of the 20th International Conference on Intelligent User Interfaces. New York, U.S.: Association for Computing Machinery, pp. 400-404. ISBN 9781450333061.

Grawemeyer, Beate and Mavrikis, M. and Holmes, W. and Gutierrez-Santos, Sergio (2015) Adapting feedback types according to students’ affective states. In: Conati, C. and Heffernan, N. and Mitrovic, A. and Verdejo, M. (eds.) Artificial Intelligence in Education. Lecture Notes in Computer Science 9112. New York, U.S.: Springer, pp. 586-590. ISBN 9783319197722.

Grawemeyer, Beate and Mavrikis, M. and Holmes, W. and Hansen, A. and Loibl, K. and Gutierrez-Santos, Sergio (2015) Affect matters: exploring the impact of feedback during mathematical tasks in an exploratory environment. In: Conati, C. and Heffernan, N. and Mitrovic, A. and Verdejo, M. (eds.) Artificial Intelligence in Education. Lecture Notes in Computer Science 9112. New York, U.S.: Springer, pp. 595-599. ISBN 9783319197722.

Rebolledo-Mendez, G. and Mavrikis, M. and Santos, O.C. and du Boulay, B. and Grawemeyer, Beate and Rojano-Cáceres, R. (2015) International workshop on affect, meta-affect, data and learning (AMADL 2015). In: Conati, C. and Heffernan, N. and Mitrovic, A. and Verdejo, M.F. (eds.) Artificial Intelligence in Education. Lecture Notes in Computer Science 9112. Basel, Switzerland: Springer, p. 890. ISBN 9783319197722.

Mavrikis, M. and Gutierrez-Santos, Sergio and Geraniou, E. (2010) Facilitating effective exploratory interaction: design and evaluation of intelligent support in MiGen. In: Wolpers, M. and Kirschner, P.A. and Scheffel, M. and Lindstaedt, S. and Dimitrova, V. (eds.) Sustaining TEL: From Innovation to Learning and Practice. Lecture Notes in Computer Science, 6383. Berlin, Germany: Springer Verlag, pp. 548-553. ISBN 9783642160202.

Gutierrez-Santos, Sergio and Mavrikis, M. and Magoulas, George D. (2010) Layered development and evaluation for intelligent support in exploratory environments: the case of microworlds. In: Aleven, V. and Kay, J. and Mostow, J. (eds.) Intelligent Tutoring Systems. Lecture Notes in Computer Science 1 6094. New York, U.S.: Springer, pp. 105-114. ISBN 9783642133886.

Gutierrez-Santos, Sergio and Mavrikis, M. and Magoulas, George D. (2010) Sequence detection for adaptive feedback generation in an exploratory environment for mathematical generalisation. In: Dicheva, D. and Dochev, D. (eds.) Artificial Intelligence: Methodology, Systems, and Applications. Lecture Notes in Computer Science 6304. Berlin, Germany: Springer Verlag, pp. 181-190. ISBN 9783642154300.

Roll, I. and Mavrikis, M. and Gutierrez-Santos, Sergio (2010) Striking a balance between free and guided exploration - conceptualizing support for exploratory learning environments. In: Gomez, K. and Lyons, L. and Radinsky, J. (eds.) ICLS '10 Proceedings of the 9th International Conference of the Learning Sciences. International Society of the Learning Sciences, pp. 507-508.

Mavrikis, M. and Gutierrez-Santos, Sergio (2009) Informing the design of intelligent support for ELE by communication capacity tapering. In: Cress, U. and Dimitrova, V. and Specht, M. (eds.) Learning in the Synergy of Multiple Disciplines. Lecture Notes in Computer Science 5794. Berlin, Germany: Springer Verlag, pp. 556-571. ISBN 9783642046360.

Mavrikis, M. and Gutierrez-Santos, Sergio and Mulholland, P. (2009) Intelligent support for exploratory environments. In: Dimitrova, V. and Mizoguchi, R. and du Boulay, B. and Graesser, A. (eds.) Artificial Intelligence in Education: Building Learning Systems That Care: From Knowledge Representation to Affective Modelling. Frontiers in Artificial Intelligence and Applications 200. Amsterdam, Netherlands: IOS Press, p. 815. ISBN 9781607500285.

Pearce, D. and Geraniou, E. and Gutierrez-Santos, Sergio and Mavrikis, M. and Cocea, Mihaela and Hoyles, C. and Kahn, K. and Magoulas, George D. and Noss, R. and Poulovassilis, Alexandra and Winters, N. (2009) An eco-friendly intelligent environment for exploring mathematical generalisation. In: Dimitrova, V. and Mizoguchi, R. and du Boulay, B. and Graesser, A. (eds.) Building Learning Systems that Care: From Knowledge Representation to Affective Modelling. Frontiers in Artificial Intelligence and Applications: Artificial Intelligence in Education 200. Amsterdam, Netherlands: IOS Press, p. 804. ISBN 9781607500285.

Pearce, D. and Mavrikis, M. and Geraniou, E. and Gutierrez-Santos, Sergio (2008) Issues in the design of an environment to support the learning of mathematical generalisation. In: Dillenbourg, P. and Specht, M. (eds.) Times of Convergence. Technologies Across Learning Contexts. Lecture Notes in Computer Science 5192. Berlin, Germany: Springer Verlag, pp. 326-337. ISBN 9783540876045.

Gutierrez-Santos, Sergio and Pearce, D. and Geraniou, E. and Mavrikis, M. (2008) Supporting reasoning and problem-solving in mathematical generalisation with dependency graphs. In: Stapleton, G. and Howse, J. and Lee, J. (eds.) Diagrammatic Representation and Inference. Lecture Notes in Computer Science 5223. Berlin, Germany: Springer Verlag, pp. 374-377. ISBN 9783540877301.

Gutierrez-Santos, Sergio and Mavrikis, M. and Pearce, D. (2008) A learning environment for promoting structured algebraic thinking in children. In: UNSPECIFIED (ed.) 2008 Eighth IEEE International Conference on Advanced Learning Technologies. Institute of Electrical and Electronics Engineers, pp. 74-76. ISBN 9780769531670.

Conference or Workshop Item

Grawemeyer, Beate and Wollenschlaeger, Alex and Gutierrez-Santos, Sergio and Holmes, W. and Mavrikis, M. and Poulovassilis, Alexandra (2017) Using graph-based modelling to explore changes in students’ affective states during exploratory learning tasks. In: 3rd International Workshop on Graph-based Educational Data Mining (GEDM 2017), at EDM 2017, 25-28 Jun 2017, Wuhan, China.

Grawemeyer, Beate and Wollenschlaeger, Alex and Gutierrez-Santos, Sergio and Holmes, W. and Mavrikis, M. and Poulovassilis, Alexandra Using graph-based modelling to explore changes in students’ affective states during exploratory learning tasks. In: Educational Data Mining Conference (EDM) 2017, 25-28 Jun 2017, Wuhan, China.