Title :
How Network Structure Affects Social Creativity
Author :
Bhattacharyya, Siddhartha ; Ohlsson, Stellan
Author_Institution :
Coll. of Bus. Adm., Univ. of Illinois, Chicago, IL, USA
Abstract :
Social computing is bringing about significant changes to the way we operate and interact. The resulting exchange of ideas is seen as key to innovative capacity. While studies have identified various types of network structures, the subject of how different network structures affect performance of a collective has received less attention. This paper uses a model of interacting, capacity-limited cognitive agents to examine how network structure affects social creativity and collective problem solving. The simulation experiments demonstrate differences between random, uniform and small-world networks.
Keywords :
cognition; multi-agent systems; social networking (online); capacity-limited cognitive agent; collective problem solving; network structure; random network; small-world network; social computing; social creativity; uniform network; Cognition; Finite element methods; Knowledge engineering; Network topology; Probabilistic logic; Psychology; Technological innovation; cognition; creativity; networks; small worlds;
Conference_Titel :
Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), 2011 IEEE Third International Conference on
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4577-1931-8
DOI :
10.1109/PASSAT/SocialCom.2011.168