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Liang, Chen; Ye, Jianbo; Zhao, Han; Pursel, Bart; Giles, C. Lee – International Educational Data Mining Society, 2019
Strict partial order is a mathematical structure commonly seen in relational data. One obstacle to extracting such type of relations at scale is the lack of large scale labels for building effective data-driven solutions. We develop an active learning framework for mining such relations subject to a strict order. Our approach incorporates…
Descriptors: Active Learning, Mathematical Concepts, Serial Ordering, Logical Thinking
Hill, Joanna – Educational Psychology in Practice, 2017
Counterfactual thinking refers to imaginative thoughts about what might have been ("if only" or "what if") which are intrinsically linked to self-conscious emotions (regret and guilt) and social judgements (blame). Research in adults suggests that the focus of these thoughts is influenced by order (temporal and causal). Little…
Descriptors: Children, Cognitive Processes, Imagination, Educational Psychology