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Elements of Connectivism Stephen Downes CMC11 - SUNY Empire State College September 22, 2011
What Connectivism Is The theory that knowledge consists of the connections between entities in a network, and The theory that learning consists of developing and traversing these networks
Principles of Connectivism Learning is a process of connecting entities Nurturing and maintaining connections is needed to facilitate continual learning.  Ability to see connections between fields, ideas, and concepts is a core skill. Capacity to know more is more critical than what is currently known  Decision-making is itself a learning process
VLE vs PLE We are in a process of migrating from: Virtual Learning Environment (a.k.a. Learning Management System (LMS)) To: Personal Learning Environment (PLE) 	This is not only a shift in technology, but also a shift in how we view learning itself.
Traditional Online Learning Institution Based Online courses, learning management system Content ‘federations’ – closed network Product Based Content packaging and CD-ROM delivery Digital rights and authentication Content Based  The idea of courseware, course packs Learning design and sequencing
Learning Networks Not Institution Based Resource based, learning integration Open access, content networks Not Product Based Web based, content not packaged but agregated Identity used to enable access, not restrict it Not Content Based  E-learning as engagement, conversation Focus on services and interaction
The VLE – Managing Learning Image: http://dougbelshaw.com/blog/tag/information-technology/ 	The central purpose of the VLE is to manage learning (whatever that means)
The PLE – Manage Connections Image: http://tesl-ej.org/ej34/m1.html       Via: http://edtechpost.wikispaces.com/PLE+Diagrams
Two Kinds of Knowledge Knowledge in the VLE (Typically): Static Declarative Authority-based Knowledge in the PLE (Typically): Dynamic Tacit / Non-Declarative Constructed
Social Networks Image: http://www.mguhlin.org/2009/12/rethinking-blogging-social.html Image: http://www.relenet.com/
Social Learning The next step in such a discussion is usually to describe a theory of social learning, depicting learning as an external process (or set of processes)
Some Forms of Social Learning Behaviourism / Instructivism Interaction & Interaction Theory (Moore) Social Constructivism (Vygotsky) Problem-Based Learning (Johnasson) Image: http://ibis.tau.ac.il/twiki/bin/view/Zoology/Lotem/MyResearch
Aspects of Social Learning Externally-Based Definitions Learning objectives, Body of Knowledge Externally-Based Processes Learning activities, Processes and conversations Interaction and communication External Systems Classes, networks, groups, collaboration External Evaluation
Personal vs Social  Social knowledge is not personal knowledge Personal Knowledge management = Learning Social Knowledge Management = Research 	The product of the educational system is not a social outcome (knowledge, skill, problem, community) but a personal outcome
Personal Knowledge We are using one of these To create one of these 	Personal knowledge consists of neural connections, not social connections
Learning Outcomes Simple vs complex – text vs network “Paris is the capital of France”                               vs
Learning Outcomes (2) It’s the difference between: ‘Knowing’ that ‘Paris is the capital of France’ or even some sort of ‘knowing how’ (these are external definitions of this knowledge) and What it feels like to have geographical knowledge; what it feels like to be a speaker of a language Learning a discipline is a total state and not a collection of specific states
Learning Outcomes (3) Learning a discipline is a total state and not a collection of specific states It is obtained through immersion in an environment rather than acquisition of particular entities It is expressed functionally (can you perform ‘as a geographer’?) rather than cognitively (can you state ‘geography facts’ or do ‘geography tasks’?)
Learning Outcomes (4) We recognize this By perfomance in this 	There are not specific bits of knowledge or competencies, but rather, personal capacities (more on this later)
Shared Understandings Interactivity vs commonality Communication is not this: This is not biologically or physically possible! Image: http://faculty.evansville.edu/dt4/301/Dialogue.html Image: http://www.answers.com/topic/communication
Communication Communication is more like this: Context Syntax Semantics Context Semantics
Cooperation vs Collaboration Groups vs Networks Collaboration assumes (the fiction) that we share goals, objectives, methods, etc. But these are semantic properties, and hence irreducibly individual and complex Cooperation assumes only the interaction at the point of interactivity – a syntax of words, objects, artifacts, but personal goals, objectives, methods, etc
Social Construction Social construction is at best the collaborative creation of social artifacts (such as naming conventions) It can be: Process driven Results oriented Consensus-based Deliberative Mechanical
Personal Knowledge Is not ‘constructed’ You do not ‘make meaning’ for yourself It is a matter of organic growth This is important because it means that developing personal knowledge is more like exercising than like inputting, absorbing or remembering (Totally not what personal knowledge is) (How do I know this? Research on how neural networks grow, develop)
PLE as Exercise Machine A PLE is a tool intended to immerse yourself into the workings of a community Once immersed, you then practice being one of the people characteristic of the community For example, you would learn philosophy by practicing ‘being a philosopher’ in a philosophical community Your personal growth develops as a consequence of the interactions with that community
Connectivist Learning Design Based on the principles of network semantics i.e., the principles that define effective networks In practice, amount to the design principles for the creation of massive open online courses
PLE (From a Knowledge Perspective) The PLE is an environment for a person to manage connections (whatever that means) Knowledge (conceived as dynamic, tacit, grown or constructed) consists of a set of connections. Thus The PLE is an environment for a person to manage knowledge (whatever that means)
PLE as Knowledge Management Image: http://halfanhour.blogspot.com/2006/10/ple-diagram.html
gRSShopper A tool for managing connections Used in Connectivism course
PLEs in a Network PLEs are envisioned as working as a network
Network Design Principles Specify how networks differ from traditional learning The idea is that each principle confers an advantage over non-network systems Can be used as a means of evaluating new technology
Principles of Effective Design (1) Syntactic (structural) principles : Decentralize – mesh, not star Distribute – across different locations Disintermediate – direct connections Disaggregate – unbundle content Disintegrate – stand-alone components Dynamize – activity, plasticity Desegregate – one big mesh
Elements of Network Semantics Context Localization of entities in a network Each context is unique – entities see the network differently, experience the world differently Context is required in order to interpret signals Salience The relevance or importance of a message = the similarity between one pattern of connectivity and another Meaning is created from context and messages via salience In other words: knowledge is shared understanding (and not copied understanding)
Elements of Network Semantics (2) Emergence The development of patterns in the network A process of resonance, synchronicity, not creation Example: commonalities in patterns of perception Requires an interpretation to be recognized  Memory Persistence of patterns of connectivity Other elements: stability, weighting…
Principles of Effective Design (2) Semantic (intentional) principles: Autonomy Diversity Openness Interactivity
Autonomy Factors affecting mental states Empirical, cognitive, psychological Capacity to act on mental states Physical, social, structural, resources Scope and range of autonomous behaviour Expression, association, selection, method… Effects of autonomous behaviour Impact, improvement http://halfanhour.blogspot.com/2010/11/model-of-autonomy.html
Diversity Composition Many types of entities Intention Different goals, desires (Mill) Perspective Uniqueness of point of view, language Mathematics of diversity Multiple inputs produce mesh networks http://lemire.me/fr/abstracts/DIVERSITY2008.html http://www.huffingtonpost.com/stephen-downes/democratizing-education_b_794925.html
Diversity (2) Putnam, Florida, and the rest of it Homophily and associationism Teaching what we have in common instead of our differences? No http://www.downes.ca/post/53544 http://profesorbaker.wordpress.com/2011/01/30/homophily-and-heterophily-what-fires-together-wires-together-cck11/ http://secondlanguagewriting.com/explorations/Archives/2007/August/TheDownsideofDiversity.html
Openness Open education Open content, teaching, assessment Stages of openness and terminal path Open networks Clustering instead of grouping Flow Input, output, feedback  plasticity http://www.flickr.com/photos/ross/2916958593/
Interactivity Influence vs emergence Thought-bubbles – “we perceive wholes where there are only holes” ‘Scope’ vs ‘Level’ http://www.downes.ca/post/42066 Ontology of emergence Ontological (real) vs perceptual (recognized) Connection to complexity & chaos http://www.downes.ca/post/55001 http://connect.downes.ca/post/44222
Stephen Downes http://www.downes.ca

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EL PAPEL DE FORMADOR - DINAMIZADOR EN EL CENTRO GUADALINFO

  • 1. Elements of Connectivism Stephen Downes CMC11 - SUNY Empire State College September 22, 2011
  • 2. What Connectivism Is The theory that knowledge consists of the connections between entities in a network, and The theory that learning consists of developing and traversing these networks
  • 3. Principles of Connectivism Learning is a process of connecting entities Nurturing and maintaining connections is needed to facilitate continual learning. Ability to see connections between fields, ideas, and concepts is a core skill. Capacity to know more is more critical than what is currently known Decision-making is itself a learning process
  • 4. VLE vs PLE We are in a process of migrating from: Virtual Learning Environment (a.k.a. Learning Management System (LMS)) To: Personal Learning Environment (PLE) This is not only a shift in technology, but also a shift in how we view learning itself.
  • 5. Traditional Online Learning Institution Based Online courses, learning management system Content ‘federations’ – closed network Product Based Content packaging and CD-ROM delivery Digital rights and authentication Content Based The idea of courseware, course packs Learning design and sequencing
  • 6. Learning Networks Not Institution Based Resource based, learning integration Open access, content networks Not Product Based Web based, content not packaged but agregated Identity used to enable access, not restrict it Not Content Based E-learning as engagement, conversation Focus on services and interaction
  • 7. The VLE – Managing Learning Image: http://dougbelshaw.com/blog/tag/information-technology/ The central purpose of the VLE is to manage learning (whatever that means)
  • 8. The PLE – Manage Connections Image: http://tesl-ej.org/ej34/m1.html Via: http://edtechpost.wikispaces.com/PLE+Diagrams
  • 9. Two Kinds of Knowledge Knowledge in the VLE (Typically): Static Declarative Authority-based Knowledge in the PLE (Typically): Dynamic Tacit / Non-Declarative Constructed
  • 10. Social Networks Image: http://www.mguhlin.org/2009/12/rethinking-blogging-social.html Image: http://www.relenet.com/
  • 11. Social Learning The next step in such a discussion is usually to describe a theory of social learning, depicting learning as an external process (or set of processes)
  • 12. Some Forms of Social Learning Behaviourism / Instructivism Interaction & Interaction Theory (Moore) Social Constructivism (Vygotsky) Problem-Based Learning (Johnasson) Image: http://ibis.tau.ac.il/twiki/bin/view/Zoology/Lotem/MyResearch
  • 13. Aspects of Social Learning Externally-Based Definitions Learning objectives, Body of Knowledge Externally-Based Processes Learning activities, Processes and conversations Interaction and communication External Systems Classes, networks, groups, collaboration External Evaluation
  • 14. Personal vs Social Social knowledge is not personal knowledge Personal Knowledge management = Learning Social Knowledge Management = Research The product of the educational system is not a social outcome (knowledge, skill, problem, community) but a personal outcome
  • 15. Personal Knowledge We are using one of these To create one of these Personal knowledge consists of neural connections, not social connections
  • 16. Learning Outcomes Simple vs complex – text vs network “Paris is the capital of France” vs
  • 17. Learning Outcomes (2) It’s the difference between: ‘Knowing’ that ‘Paris is the capital of France’ or even some sort of ‘knowing how’ (these are external definitions of this knowledge) and What it feels like to have geographical knowledge; what it feels like to be a speaker of a language Learning a discipline is a total state and not a collection of specific states
  • 18. Learning Outcomes (3) Learning a discipline is a total state and not a collection of specific states It is obtained through immersion in an environment rather than acquisition of particular entities It is expressed functionally (can you perform ‘as a geographer’?) rather than cognitively (can you state ‘geography facts’ or do ‘geography tasks’?)
  • 19. Learning Outcomes (4) We recognize this By perfomance in this There are not specific bits of knowledge or competencies, but rather, personal capacities (more on this later)
  • 20. Shared Understandings Interactivity vs commonality Communication is not this: This is not biologically or physically possible! Image: http://faculty.evansville.edu/dt4/301/Dialogue.html Image: http://www.answers.com/topic/communication
  • 21. Communication Communication is more like this: Context Syntax Semantics Context Semantics
  • 22. Cooperation vs Collaboration Groups vs Networks Collaboration assumes (the fiction) that we share goals, objectives, methods, etc. But these are semantic properties, and hence irreducibly individual and complex Cooperation assumes only the interaction at the point of interactivity – a syntax of words, objects, artifacts, but personal goals, objectives, methods, etc
  • 23. Social Construction Social construction is at best the collaborative creation of social artifacts (such as naming conventions) It can be: Process driven Results oriented Consensus-based Deliberative Mechanical
  • 24. Personal Knowledge Is not ‘constructed’ You do not ‘make meaning’ for yourself It is a matter of organic growth This is important because it means that developing personal knowledge is more like exercising than like inputting, absorbing or remembering (Totally not what personal knowledge is) (How do I know this? Research on how neural networks grow, develop)
  • 25. PLE as Exercise Machine A PLE is a tool intended to immerse yourself into the workings of a community Once immersed, you then practice being one of the people characteristic of the community For example, you would learn philosophy by practicing ‘being a philosopher’ in a philosophical community Your personal growth develops as a consequence of the interactions with that community
  • 26. Connectivist Learning Design Based on the principles of network semantics i.e., the principles that define effective networks In practice, amount to the design principles for the creation of massive open online courses
  • 27. PLE (From a Knowledge Perspective) The PLE is an environment for a person to manage connections (whatever that means) Knowledge (conceived as dynamic, tacit, grown or constructed) consists of a set of connections. Thus The PLE is an environment for a person to manage knowledge (whatever that means)
  • 28. PLE as Knowledge Management Image: http://halfanhour.blogspot.com/2006/10/ple-diagram.html
  • 29. gRSShopper A tool for managing connections Used in Connectivism course
  • 30. PLEs in a Network PLEs are envisioned as working as a network
  • 31. Network Design Principles Specify how networks differ from traditional learning The idea is that each principle confers an advantage over non-network systems Can be used as a means of evaluating new technology
  • 32. Principles of Effective Design (1) Syntactic (structural) principles : Decentralize – mesh, not star Distribute – across different locations Disintermediate – direct connections Disaggregate – unbundle content Disintegrate – stand-alone components Dynamize – activity, plasticity Desegregate – one big mesh
  • 33. Elements of Network Semantics Context Localization of entities in a network Each context is unique – entities see the network differently, experience the world differently Context is required in order to interpret signals Salience The relevance or importance of a message = the similarity between one pattern of connectivity and another Meaning is created from context and messages via salience In other words: knowledge is shared understanding (and not copied understanding)
  • 34. Elements of Network Semantics (2) Emergence The development of patterns in the network A process of resonance, synchronicity, not creation Example: commonalities in patterns of perception Requires an interpretation to be recognized Memory Persistence of patterns of connectivity Other elements: stability, weighting…
  • 35. Principles of Effective Design (2) Semantic (intentional) principles: Autonomy Diversity Openness Interactivity
  • 36. Autonomy Factors affecting mental states Empirical, cognitive, psychological Capacity to act on mental states Physical, social, structural, resources Scope and range of autonomous behaviour Expression, association, selection, method… Effects of autonomous behaviour Impact, improvement http://halfanhour.blogspot.com/2010/11/model-of-autonomy.html
  • 37. Diversity Composition Many types of entities Intention Different goals, desires (Mill) Perspective Uniqueness of point of view, language Mathematics of diversity Multiple inputs produce mesh networks http://lemire.me/fr/abstracts/DIVERSITY2008.html http://www.huffingtonpost.com/stephen-downes/democratizing-education_b_794925.html
  • 38. Diversity (2) Putnam, Florida, and the rest of it Homophily and associationism Teaching what we have in common instead of our differences? No http://www.downes.ca/post/53544 http://profesorbaker.wordpress.com/2011/01/30/homophily-and-heterophily-what-fires-together-wires-together-cck11/ http://secondlanguagewriting.com/explorations/Archives/2007/August/TheDownsideofDiversity.html
  • 39. Openness Open education Open content, teaching, assessment Stages of openness and terminal path Open networks Clustering instead of grouping Flow Input, output, feedback plasticity http://www.flickr.com/photos/ross/2916958593/
  • 40. Interactivity Influence vs emergence Thought-bubbles – “we perceive wholes where there are only holes” ‘Scope’ vs ‘Level’ http://www.downes.ca/post/42066 Ontology of emergence Ontological (real) vs perceptual (recognized) Connection to complexity & chaos http://www.downes.ca/post/55001 http://connect.downes.ca/post/44222