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Introduction Learning theory Information Processing Theory George A. Miller (Originator)
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Learning Theory What is a Learning Theory? Descriptive in nature It describes how learning occurs Different from Instructional Theory, and Design Theory
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Information Processing Theory Information Processing Theory is a learning theory It is based on two theoretical ideas: Concept of chunking and the capacity of the Short Term Memory (STM) Concept of Information Processing, uses the metaphor of computer as a model for human learning
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Conceptualization of the Human Memory (taken from Gredler, 1997)
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Concept of chunking and the capacity of the STM STM can hold between 5-9 chunks of information A chunk is any meaningful unit A chunk can be digits, words, people’s faces, etc.
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Concept of Information Processing Encoding=Representing information Retention=Holding information Retrieval=Getting information back
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Experimental details Experimental researches cited The listeners couldn’t pick more than 6 different pitches The listeners were able to discriminate between 5 different loudness Participants were able to taste between 4 different salt solutions The participants were able to discriminate between 10 different points on a line The mean corresponds to about 6.5 categories
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Conclusion Short term memory (or attention span) is limited to seven chunks of information Processing information in sequential steps is a fundamental cognitive process Implications for Interface Design Miller did not require people to remember changing information. (The Web is dynamic)
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Example 1 0 1 0 0 0 1 0 0 1 1 1 0 0 1 1 = 16 chunks 10 10 00 10 01 11 00 11 2 2 0 2 1 3 0 3 = 8 chunks 1010 0010 0111 0011 10 2 7 3 = 4 chunks
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Resources Theory Into Practice (TIP) Database Information Processing Theory Instructional-Design Theories Home page Instructional-Design Theories Home page Gredler, 1997
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Discussion & Questions Seven wonders of the world Seven seas Seven deadly sins Seven primary colors Seven notes of the musical scale Seven days of the week Seven-point rating scale
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