DocumentCode
2412951
Title
Framework for Modeling Opinion Dynamics Influenced by Targeted Messages
Author
Malinchik, Sergey
Author_Institution
Lockheed Martin Adv. Technol. Labs., Cherry Hill, NJ, USA
fYear
2010
fDate
20-22 Aug. 2010
Firstpage
697
Lastpage
700
Abstract
We describe a flexible framework, Social Networks and Opinion Dynamics Analysis (SNODA) tool, designed to perform agent-based modeling and analysis of opinion propagation within a large artificial society. The tool allows the user to create desirable scenarios by configuring agent attributes and generating complex social networks that define information flow between agents. The SNODA framework also provides the capability to model influence operations, which are designed to shift opinions of agents in a desired direction. User can create message agents, configure their attributes, identify the social groups or individuals to be targeted by the messages, run simulation and visually monitor overall outcome at the system level.
Keywords
artificial intelligence; graphical user interfaces; social networking (online); software agents; SNODA tool; agent-based modeling; artificial society; opinion propagation analysis; social network and opinion dynamics analysis tool; Adaptation model; Analytical models; Computational modeling; Lattices; Social network services; Uncertainty; User interfaces; agent-based modeling; bounded confidence; continuous opinion dynamics; social networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Social Computing (SocialCom), 2010 IEEE Second International Conference on
Conference_Location
Minneapolis, MN
Print_ISBN
978-1-4244-8439-3
Electronic_ISBN
978-0-7695-4211-9
Type
conf
DOI
10.1109/SocialCom.2010.108
Filename
5591508
Link To Document