Cognitive Psychology Chapter 7 Knowledge, Part I.

Slides:



Advertisements
Similar presentations
General Knowledge Structure of Semantic Memory Schemas & Scripts
Advertisements

Unit 3 Review 1.Two processes that cause forgetting are decay and displacement. (a) Define each. (b) Both processes are examples of _____ failure.
Cognitive - knowledge.ppt © 2001 Laura Snodgrass, Ph.D.1 Knowledge Structure of semantic memory –relationships among concepts –organization of memory –memory.
Chapter 9 Knowledge.
Chapter 7 Knowledge Terms: concept, categorization, prototype, typicality effect, object concepts, rule-governed, exemplars, hierarchical organization,
Representation/organization in LTM Typical empirical testing paradigm: propositional verification task – rt to rose is flower, vs. rose is plant. Set Theoretical.
 Contrary to the beliefs of early workers in AI, experience has shown that Intelligent Systems cannot achieve anything useful unless they contain a large.
Organization of Semantic Memory The study of Collins & Quillian (1969):Collins & Quillian (1969): The authors were interested in the organization of semantic.
Knowledge ß How do we organize our knowledge? ß How do we access our knowledge? ß Do we really use categories?
PSY 369: Psycholinguistics Mental representations II.
Concepts and Categories. Functions of Concepts By dividing the world into classes of things to decrease the amount of information we need to learn, perceive,
Knowing Semantic memory.
Cognitive Processes PSY 334 Chapter 5 – Meaning-Based Knowledge Representation July 24, 2003.
Natural Categories Hierarchical organization of categories –Superordinate (e.g., furniture) –Basic-level (e.g., chair) –Subordinate (e.g., armchair) Rosch.
CEP Remember? October 3, Matthew J. Koehler October 3, 2002CEP Cognition and Technology Whirlwind overview of Long-term Memory (Ashcraft.
Control processes The kinds of mental processes carried out on a memory 3 main types –Encoding processes –Retention processes –Retrieval processes.
Chapter Seven The Network Approach: Mind as a Web.
Knowledge information that is gained and retained what someone has acquired and learned organized in some way into our memory.
Categorization  How do we organize our knowledge?  How do we retrieve knowledge when we need it?
Cognitive Psychology, 2 nd Ed. Chapter 8 Semantic Memory.
Chapter 6 Cognitive Psychology, 2 nd Ed.. Types of Long-Term Memory Declarative memory refers to knowledge of events, facts, and concepts (knowing what).
Lecture 10 – Semantic Networks 1 Two questions about knowledge of the world 1.How are concepts stored? We have already considered prototype and other models.
General Knowledge Dr. Claudia J. Stanny EXP 4507 Memory & Cognition Spring 2009.
Knowledge Representation and Retrieval PSY 421 – Fall, 2004.
Semantic Memory Memory for meaning
Semantic Memory Psychology Introduction This is our memory for facts about the world This is our memory for facts about the world How do we know.
Semantic Memory Knowledge memory Main questions How do we gain knowledge? How is our knowledge represented and organised in the mind-brain? What happens.
Memory for General Knowledge and Concepts and Categorization
PSY 323 – COGNITION Chapter 9: Knowledge.  Categorization ◦ Process by which things are placed into groups  Concept ◦ Mental groupings of similar objects,
Category Structure Psychology 355: Cognitive Psychology Instructor: John Miyamoto 05/20 /2015: Lecture 08-2 This Powerpoint presentation may contain macros.
Memory systems What kinds of things do we know? Is all memory the same? Types of memory systems Semantic and episodic memory.
Concepts and Knowledge Thomas G. Bowers, Ph.D. Penn State Harrisburg 2000.
Long Term Memory: Semantic Kimberley Clow
Cognitive Processes PSY 334 Chapter 5 – Meaning-Based Knowledge Representation.
1 How is knowledge stored? Human knowledge comes in 2 varieties: Concepts Concepts Relations among concepts Relations among concepts So any theory of how.
Organization of Semantic Memory Typical empirical testing paradigm: propositional verification task – rt to car has four wheels vs. car is a status symbol.
Associative Theories of Long- Term Memory. Network Theory The basic notion that we need to explore is that memory consists of a large number of associations.
Associative Theories of LTM. Networks How is all the information in our LTM represented and how does one go about finding and retrieving a bit of knowledge.
Neuropsychological Evidence for Category Structure Then: The Functional Role of Mental Imagery Psychology 355: Cognitive Psychology Instructor: John Miyamoto.
Semantic Memory Psychology Introduction This is our memory for facts about the world How do we know that the capital of Viet Nam is Hanoi How is.
Verbal Representation of Knowledge
Lecture 8 – Categories 1 great detail is needed for planning & executing current responses some detail about context of new learning can be emcoded with.
The “Gavagai” problem How do we learn new words? What is the speaker naming?
Chapter 9 Knowledge. Some Questions to Consider Why is it difficult to decide if a particular object belongs to a particular category, such as “chair,”
Module 5 Other Knowledge Representation Formalisms
Representational Hypotheses in Cognitive Psychology
Artificial Intelligence
Classroom Assessment A Practical Guide for Educators by Craig A
PSY 323 – Cognition Chapter 9: Knowledge.
Chapter 7 Psychology: Memory.
Memory Module One: Booklet #8.
Knowledge Pt 2 Chapter 10 Knowledge Pt 2.
Representational Hypotheses in Cognitive Psychology
Trained Perceptron Demonstration
Class Schedule In-text Citations Long-term Memory: Organization
Cognitive level of analysis
Memory (Cognition) AP Psychology Essential Task:
Semantic Long Term Memory
Cognitive Processes PSY 334
[Human Memory] 10.Knowledge
Knowledge Pt 2 Chapter 10 Knowledge Pt 2.
Knowledge Pt 2 Chapter 10 Knowledge Pt 2.
Improving Memory: Memory Strategies and Metacognition
Semantic Memory.
How is knowledge stored?
The Network Approach: Mind as a Web
Categories My dog sleeping. My dog. All golden retrievers. All dogs. All canines. All mammals… Each of these is a category. Categorization is the process.
Questions about Memory
Presentation transcript:

Cognitive Psychology Chapter 7 Knowledge, Part I

Knowing 2/23/2019 December exam Semantic Memory Empirical Tests Models “Now! That should clear up a few things around here!” Knowing December exam Semantic Memory Empirical Tests The sentence verification task Models TLC Feature Comparison Spreading Activation Study Questions. • Describe four well established findings from the sentence verification task. Which of these findings are predicted by TLC and which findings are not handled well by TLC? Which findings can Feature Comparison and Spreading Activation handle?

Knowing December Exam Question A B C D Actual 1 2 1 4 38 D

Knowing December Exam Question A B C D Actual 14 34 5 2 4 A

Knowing December Exam Question A B C D Actual 29 4 30 2 9 B

Knowing December Exam Jeopardy-style Subtractive method Hebb’s synapse Corpus callosum Saccades Geons Endogenous Exogenous Automatic processes Brown-Peterson Recency effect

Knowing December Exam Jeopardy-style Retroactive interference Slave systems Encoding specificity Method of loci Priming Savings score Serial recall Mnemonists Elaborative rehearsal Subjective organization

Knowing Semantic Memory The sentence verification task e.g., True or false: A robin is a bat Findings from the sentence verification task: The true/ false effect In general, our cognitive processes handle positive information better than negative information. E.g., He is honest vs. He is not dishonest

Knowing Semantic Memory Findings from the sentence verification task: The true/ false effect How fast can you spot what is unusual about this paragraph? It looks so ordinary that you might think nothing was wrong with it at all, and, in fact, nothing is. But it is atypical. Why? Study its various parts, think about its curious wording, and you may hit upon a solution. But you must do it without aid; my plan is not to allow any scandalous misconduct in this psychological study. No doubt, if you work hard on this possibly frustrating task, its abnormality will soon dawn upon you. You cannot know until you try. But it is commonly a hard nut to crack. So, good luck! I trust a solution is conspicuous now. Was it dramatic and fair, although odd?

Knowing Semantic Memory Findings from the sentence verification task: Category size effect It is easier to confirm membership in a small category A poodle is a dog Versus A squirrel is an animal

Knowing Semantic Memory Findings from the sentence verification task: Semantic distance effect A.K.A. The typicality effect

Knowing Semantic Memory Findings from the sentence verification task: Semantic priming effect E.g., Loftus (1974) Fruit - a Fruit - b Furniture - s Etc. First item 1.53 secs. Second of two successive “fruit”s - 1.21 secs 1 intervening item - 1.28 secs 2 intervening items - 1.33 secs

Knowing Semantic Memory Collins & Quillian’s TLC

Knowing Semantic Memory Collins & Quillian’s TLC

Knowing Semantic Memory Collins & Quillian’s TLC Assessing TLC Pros • Precursor for other models • Accounts for empirical data • Cognitive Economy - Information is not stored redundantly in Semantic memory if it can be inferred from already stored information.

Knowing Semantic Memory Collins & Quillian’s TLC Assessing TLC Cons • Strictly hierarchical • Only works for “true” propositions • Cannot account for typicality or category size effects

Knowing Semantic Memory Smith et al.’s Feature Comparison Model The meaning of a concept is contained in a bundle of semantic features which are divided into two sets: Characteristic features are not necessary to the meaning, but instead describe the concept and many of its members. Used to make fast confirmations or rejections. e.g., A bird can fly Defining features are necessary to the meaning of the concept. Used to make slow, methodological confirmations or rejections. e.g., A bird has wings

Knowing Semantic Memory Smith et al.’s Feature Comparison Model

Knowing Semantic Memory Smith et al.’s Feature Comparison Model Handling the sentence verification task The true/ false effect • Thresholds, deadlines, list lengths, etc. Semantic distance (typicality) effect • Function of featural overlap Semantic priming effect • Pre-activating feature bundles? Category size effect • May predict the opposite -> Smaller categories have larger number of defining features

Knowing Semantic Memory Smith et al.’s Feature Comparison Model Other Problems Non experts may not be guided by defining features What is the distinction between ‘defining’ and ‘characteristic’ features? Circularity: Relies on subjects’ ratings of similarity to make predictions.

Knowing Semantic Memory Collins & Loftus’ Spreading Activation

Knowing Semantic Memory Collins & Loftus’ Spreading Activation Intersection search Activation spreads from both nodes in the proposition E.g., A robin can breathe When they “encounter one another” an intersection has been found Decision processes determine if the pathway is legitimate

Knowing Semantic Memory Collins & Loftus’ Spreading Activation Intersection search robin breathe has Red Breast Blue eggs bird isa animal can sing feathers fly canary yellow is skin

Knowing Semantic Memory Collins & Loftus’ Spreading Activation Intersection search robin breathe has Red Breast Blue eggs bird isa animal can sing feathers fly canary yellow is skin

Knowing Semantic Memory Collins & Loftus’ Spreading Activation Intersection search robin breathe has Red Breast Blue eggs bird isa animal can sing feathers fly canary yellow is skin

Knowing Semantic Memory Collins & Loftus’ Spreading Activation Intersection search robin breathe has Red Breast Blue eggs bird isa animal can sing feathers fly canary yellow is skin

Knowing Semantic Memory Collins & Loftus’ Spreading Activation Handling the sentence verification task The true/ false effect Semantic distance (typicality) effect • Length of links Semantic priming effect • Spreading Activation Category size effect • The Fan Effect -> Activation as a limited resource