Helping students learn ‘how to learn’ from texts: Towards an ITS for developing metacognition

Intelligent tutoring systems have most frequently concentrated on imparting domain knowledge. However, there is another important aspect to learning. This is the meta level knowledge abouthow to learn a domain. Metacognition is a very important feature of learning. It consists of being aware of and regulating one's own cognitions.Good students have full control over their learning and see it as a planful and purposive activity. They reflect on their learning activities, are aware of a variety of strategies, and they oversee and monitor the application of these strategies, i.e. they are proficient in metacognitive activities. This paper describes a computer based system that helps students to learn these important self regulation skills. Students work with the system in pairs, and they can use it with any text from which they wish to learn. Apart from being used as a study aid, the system is being used as a tool to gather data about students learning processes.

[1]  Patricia A. Alexander,et al.  Learning and study strategies : issues in assessment, instruction, and evaluation , 1988 .

[2]  Annemarie Sullivan Palincsar,et al.  Reciprocal Teaching of Comprehension Strategies: A Natural History of One Program for Enhancing Learning. Technical Report No. 334. , 1985 .

[3]  Ruth Garner,et al.  Monitoring of Passage Inconsistency among Poor Comprehenders: A Preliminary Test of the “Piecemeal Processing” Explanation , 1981 .

[4]  Philip H. Winne,et al.  State-of-the-Art Instructional Computing Systems that Afford Instruction and Bootstrap Research , 1992 .

[5]  Ann L. Brown,et al.  The Effects of Experience on the Selection of Suitable Retrieval Cues for Studying Texts. , 1978 .

[6]  Ann L. Brown,et al.  Training Self-Checking Routines for Estimating Test Readiness: Generalization from List Learning to Prose Recall. , 1978 .

[7]  Heinz Mandl,et al.  Learning Issues for Intelligent Tutoring Systems , 1988, Cognitive Science.

[8]  Elizabeth B. Bernhardt,et al.  Learning and comprehension of text , 1988 .

[9]  Stephanie D. Teasley Constructing a Joint Problem Space: The Computer as a Tool for Sharing Knowledge , 1993 .

[10]  Ann L. Brown Knowing When, Where, and How to Remember: A Problem of Metacognition. Technical Report No. 47. , 1977 .

[11]  Pierre Dillenbourg The computer as a constructorium: Tools for observing one's own learning , 1992 .

[12]  Allan Collins,et al.  THE COMPUTER AS A TOOL FOR LEARNING THROUGH REFLECTION , 1986 .

[13]  D. A. Murphy,et al.  Designing Systems that Train Learning Ability: From Theory to Practice , 1986 .

[14]  R. Slavin Cooperative Learning: Theory, Research and Practice , 1990 .

[15]  Harold F. O'Neil,et al.  Cognitive and affective learning strategies , 1979 .

[16]  R. Glaser Advances in Instructional Psychology , 1978 .

[17]  Michelene T. H. Chi,et al.  Self-Explanations: How Students Study and Use Examples in Learning To Solve Problems. Technical Report No. 9. , 1987 .

[18]  Claire E. Weinstein,et al.  ASSESSING LEARNING STRATEGIES: THE DESIGN AND DEVELOPMENT OF THE LASSI , 1988 .

[19]  J. Flavell Metacognitive aspects of problem solving , 1976 .

[20]  Ellen M. Markman,et al.  Realizing that you don't understand: elementary school children's awareness of inconsistencies. , 1979 .

[21]  Scott G. Paris,et al.  Comprehension Monitoring, memory, and study strategies of Good and Poor Readers , 1981 .

[22]  Susanne P. Lajoie,et al.  Computers As Cognitive Tools , 2020 .

[23]  Judith Orasanu,et al.  Reading Comprehension: From Research to Practice. , 1986 .