Tracing Embodied Narratives of Critical Thinking

被引:2
|
作者
Mishra, Shitanshu [1 ]
Majumdar, Rwitajit [2 ]
Kothiyal, Aditi [3 ]
Pande, Prajakt [4 ]
Warriem, Jayakrishnan Madathil [5 ]
机构
[1] Indian Inst Technol, Mumbai, Maharashtra, India
[2] Kyoto Univ, Kyoto, Japan
[3] Ecole Polytech Fed Lausanne, Lausanne, Switzerland
[4] RUC, Roskilde, Denmark
[5] IIT Madras, Chennai, Tamil Nadu, India
关键词
Critical thinking; Embodied cognition; ENaCT framework; Cognitive strategies; Learning analytics; Sequential pattern mining; LEARNING ANALYTICS;
D O I
10.1007/978-3-030-78270-2_48
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Critical Thinking (CrT) is generally characterized as an abstract thinking process, detached from the (bodily) actions one engages in during the process. Though recent cognitive theories assert that all thinking is action-based, the embodied and distributed cognitive processes underlying CrT have not been identified. We present preliminary findings from the first iteration of a designbased research project which involves probing possible connections between CrT and one's (bodily) action sequences. We performed sequential pattern mining and qualitative analysis on the study participants' actions logs to find differences in participants CrT processes. Our analysis showed that only a subset of participants contextualized their assumptions, inferences, and implications in the different information resources available in the environment. A majority of participants' actions performed within the interface were incoherent. These results have implications for automated analyses of the CrT process, and for the design of AI-based scaffolds to support CrT development.
引用
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页码:267 / 272
页数:6
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