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models_of_social_intelligence [2009-01-12 13:09] davegriffithsmodels_of_social_intelligence [2009-01-15 12:26] davegriffiths
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 ======Models of Social Intelligence====== ======Models of Social Intelligence======
  
-Part of [[Project Lirec]]: Notes (and bits pasted) from Deliverable 5.1+Part of [[Project Lirec]]: Notes (and bits pasted) from Deliverable 5.1 (needs tidying up)
  
 An understanding of social intelligence is needed for creating agents capable of long term companionship with humans.  An understanding of social intelligence is needed for creating agents capable of long term companionship with humans. 
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 The theory states that people tend to avoid unstable cognitive configurations. The theory states that people tend to avoid unstable cognitive configurations.
  
-======Existing Socially Intelligent Agents======+======Examples of Socially Intelligent Agents======
  
 Embodied conversational agents - these use face to face conversations in an attempt to simplify human/computer communication. Embodied conversational agents - these use face to face conversations in an attempt to simplify human/computer communication.
- 
-====REA==== 
  
 **REA**: The automated real estate agent: http://www.media.mit.edu/gnl/projects/humanoid/ **REA**: The automated real estate agent: http://www.media.mit.edu/gnl/projects/humanoid/
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 **Laura & FitTrack**: An exercise advisor designed to explore long term relationships. Tested with 100 people, users with the relationship building features added were "more likely" to continue using the system. http://www.ccs.neu.edu/home/bickmore/publications/CACM04.pdf **Laura & FitTrack**: An exercise advisor designed to explore long term relationships. Tested with 100 people, users with the relationship building features added were "more likely" to continue using the system. http://www.ccs.neu.edu/home/bickmore/publications/CACM04.pdf
  
 +**Avatar Arena**: Multi characters interacting with each other on the user's behalf:
 +http://www.ltg.ed.ac.uk/magicster/deliverables/rist.pdf
 +
 +**2SGD Model**: Agents for interacting with groups:
 +http://gaips.inesc-id.pt/gaips/shared/docs/prada-iva2005.pdf
 +
 +=======Social Robots======
 +
 +Sociable physical robots
 +
 +**Kismet**: Animatronic head which responds to people's actions, and capable of "proto conversation" through babbling: http://www.ai.mit.edu/projects/humanoid-robotics-group/kismet/
 +
 +**Valerie the roboceptionist**: http://www.msnbc.msn.com/id/4306856
 +
 +======Emotions and personality in Social Agents======
 +
 +(Moffat, 1997) states, “personality is the name we give to (an agent’s) reactions tendencies that are consistent over situations and time”.
 +
 +=====Computational models of emotions=====
 +
 +**EMA**: http://projects.ict.usc.edu/vhumans/2007/Presentation/EMAnop.pdf
 +
 +**FAtiMA**: Used in Fear Not! (is this part of ION?)
 +
 +  * Events + Emotions -> Appraisal
 +  * Appraisal based on
 +    * Goals
 +    * Standards
 +    * Attitudes
 +  * Emotions have intensity - attenuated in time
 +  * Mood - overall state of emotions
 +  * Mood also affects emotions
 +
 +  * Emotional threshold - characters resistence to an emotion type
 +  * Decay rate - How fast an emotion disappears
 +    = personality
 +
 +  * Event or action -> Knowledge base update
 +  *          -> emotion -> autobiographic memory
 +
 +**PSI**
 +
 +Needs/drives:
 +  * food
 +  * water
 +  * physical integrity
 +  * sexuality
 +  * affiliation (social need)
 +  * certainty and competence
 +
 +Needs given weights, Reactive level/Deliberate level - more goal oriented 
 +
 +
 +======Theory of Mind in Social Agents======
 +
 +The ability to infer mental states in others that are not directly observable.
  
  • models_of_social_intelligence.txt
  • Last modified: 2009-01-19 11:59
  • by davegriffiths