Providing adaptive support in an interactive simulation for learning: An experimental evaluation

S Kardan, C Conati - Proceedings of the 33rd Annual ACM Conference …, 2015 - dl.acm.org
Recent rise of Massive Open Online Courses (MOOCs) with unlimited participants, makes
employing learning tools such as interactive simulations all but inevitable. Interactive …

Scaffolding meta-cognitive skills for effective analogical problem solving via tailored example selection

K Muldner, C Conati - International Journal of Artificial …, 2010 - content.iospress.com
Although worked-out examples play a key role in cognitive skill acquisition, research
demonstrates that students have various levels of meta-cognitive abilities for using …

Improving inquiry-driven modeling in science education through interaction with intelligent tutoring agents

DA Joyner, AK Goel - Proceedings of the 20th international conference …, 2015 - dl.acm.org
This paper presents the design and evaluation of a set of intelligent tutoring agents
constructed to teach teams of students an authentic process of inquiry-driven modeling. The …

OPASS: An Online Portfolio Assessment and Diagnosis Scheme to Support Web-Based Scientific Inquiry Experiments.

JM Su, HY Lin, SS Tseng, CJ Lu - Turkish Online Journal of Educational …, 2011 - ERIC
Promoting the development of students' scientific inquiry capabilities is a major learning
objective in science education. As a result, teachers require effective assessment …

A data mining approach for adding adaptive interventions to exploratory learning environments

S Kardan - 2017 - open.library.ubc.ca
Due to the open-ended nature of the interaction with Exploratory Learning Environments
(ELEs), it is not trivial to add mechanisms for providing adaptive support to users. Our goal is …

Modeling and intervening across time in scientific inquiry exploratory learning environment

CY Ting, S Phon-Amnuaisuk, YK Chong - Journal of Educational …, 2008 - JSTOR
This article aims at discussing how Dynamic Decision Network (DDN) can be employed to
tackle the challenges in modeling temporally variable scientific inquiry skills and provision of …

Factors influencing the performance of Dynamic Decision Network for INQPRO

CY Ting, S Phon-Amnuaisuk - Computers & Education, 2009 - Elsevier
There has been an increasing interest in employing decision-theoretic framework for learner
modeling and provision of pedagogical support in Intelligent Tutoring Systems (ITSs). Much …

Optimal dynamic decision network model for scientific inquiry learning environment

CY Ting, S Phon-Amnuaisuk - Applied Intelligence, 2010 - Springer
While recent studies employ heuristic to support learners in scientific inquiry learning
environments, this study examined the theoretical and practical aspects of decision-theoretic …

[PDF][PDF] Log data approach to acquisition of optimal Bayesian learner model

CY Ting, S Phon-Amnuaisuk - American Journal of Applied Sciences, 2009 - academia.edu
Log data provide valuable insight into observable behavioural patterns, which could be
inferred to study a learner's cognitive processes, levels of motivation and levels of …

Extrapolating the role of affect into supporting conceptual change in scientific inquiry learning

YC Sam, CY Ting, CO Wong - 2012 International Conference …, 2012 - ieeexplore.ieee.org
The process of conceptual change in learning, wherein a student's existing knowledge might
be changed or fundamentally replaced, is influenced by the affective states of the student's …