ASSIGNMENT 1 - TOPICS COVERED
Use the below to jog your memory about the topics we covered when deciding what to write about in your Critical Analysis
Topics Covered
Click below to expand reminders of the topics we covered in this module
Week 2 - Information Theories
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• Events: true/false statements about happenings, situations, states of affairs
• Probabilities are attached to events; the probability can be subjective or objective
• The information value of an event is inversely proportional to its probability.
• The information value of a true event is zero; the information value of an event that is impossible is undefined
• Surprise: The more unexpected an event, the more information it carries
• Shannon’s theory is silent on the meaning of an event
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• Proposition: true/false statements about happenings, situations, states of affairs
• Information is carried by an analog signal r that emanates from a source, ie information is an objective feature of reality
• A human agent digitizes the analog signal
• A human agent has knowledge k, which determines its ability to digitize. The higher the k, the more it can digitize
• Digitizing transforms a proposition into information content. This happens when the conditional probability is one; Pr(p|k,r) = 1
• Information content has meaning for the agent
• Information content becomes a belief
• Knowledge is information caused belief
Week 3 - Perception
Senses
Attention
Schemas
Processing
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• What information is coming through the senses?
• Remember, there are more than 5
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• Top-down attention
• Bottom-up attention
• What tasks are driving attention?
• What unusual parts of the scenario are directing attention?
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• What schemas are being drawn on during processing?
• What background knowledge does the user have that is relevant to the situation?
• Is any information experienced in the scenario being Assimilated into an existing schema?
• Is Accommodation occurring – are any new schemas being formed?
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• Top-down processing
• Bottom-up processing
• How are expectations filling in missing information?
• What changes or errors in predictions are the perceptual system picking up in the scenario?
Week 3 - Memory
Working Memory
Long Term Memory
Retrieval
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• Limits to capacity
• Cognitive load
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• What Episodic memories are being drawn on and/or formed?
• What Semantic memories are being drawn on and/or formed?
• What Procedural memories are being drawn on and/or formed?
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• What memories are being Recalled?
• What memories are being remembered through Recognition?
Week 4 - Rationality and Decision-making
Bounded rationality
Dual Process Theories
System Interaction
Cognitive Biases
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• What assumptions exist for rational thinking?
• How are the users in your scenario bounded in their rationality?
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• What decision would System 1 make? What heuristics, intuitions, instincts, etc. are driving this decision?
• What decision would a user make if they were employing System 2?
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• How would the Default-Interventionalist Model describe the process of making the decision?
• How would the Parallel-Competitive Model describe the process of making the decision?
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• Availability Bias
• Anchoring Bias
• Framing Effect
• Confirmation Bias
• Correlation=causation
• Hindsight Bias
• Authority Bias
• Loss aversion
• Recency/Primacy Effect
• Modality effect