• DocumentCode
    3391405
  • Title

    Key parameters for modeling information diffusion in populations

  • Author

    Lakkaraju, K. ; Speed, Ann

  • Author_Institution
    Sandia Nat. Labs., Albuquerque, NM, USA
  • fYear
    2010
  • fDate
    8-10 Nov. 2010
  • Firstpage
    22
  • Lastpage
    28
  • Abstract
    Modeling and simulation can be an important tool in helping develop techniques to better communicate safety-critical information for disaster preparation and recovery. However, these tools are only moderately useful if they do not capture both the social component (how information diffuses in a population through communication between individuals) and the cognitive component (how individuals integrate information and change behavior). The objective of this paper is to lay the groundwork for more complex simulations by providing a summarization of some of the important phenomenon identified in the attitude change literature. We describe four processes that are important to capture: (1) the drive for consistency; (2) information distortion; (3) persuasion route; and (4) implicit/explicit attitudes. We describe the experiments that illustrated these phenomenon and the factors that influence them (cognitive load, attitude relationships, and the social network). Finally, we describe a conceptual model that captures some of these processes and can be used as a starting point.
  • Keywords
    disasters; public administration; safety-critical software; cognitive component; disaster preparation; disaster recovery; information distortion; key parameters; modeling information diffusion; persuasion route; safety-critical information; social component; Attitude control; Global warming; Laboratories; Load modeling; Nonlinear distortion; Social network services; Systematics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Technologies for Homeland Security (HST), 2010 IEEE International Conference on
  • Conference_Location
    Waltham, MA
  • Print_ISBN
    978-1-4244-6047-2
  • Type

    conf

  • DOI
    10.1109/THS.2010.5655100
  • Filename
    5655100