The PAKDD 2011 Conference begins today in Shenzhen, China.
My keynote talk, prepared for this conference, is: Supernetworks: Opportunities and Challenges for Decision-Making in the 21st Century.
In the presentation, I emphasize the importance of capturing the complex behavior of decision-makers on networks today, in an era of congestion and nonlinearities, from multimodal transportation and multitiered supply chains to electric power generation and distribution networks to financial networks and the Internet. The lecture discusses the reality of networks today from their large-scale nature, to network interactions. I illustrate the Braess paradox, both in static and time-varying forms, as well as the wisdom of crowds phenomenon. I also highlight how we capture network efficiency / performance and identify which nodes and links really matter in that their destruction has the biggest impact. The lecture addresses issues of network design, through appropriate link addition/deletion, the integration of networks as in mergers and acquisitions, the evolution of social networks with supply chains and financial networks, as well as the challenges faced in humanitarian operations in disasters and the potential of identifying synergies through cooperation/collaboration.
The audio/video of my keynote can be downloaded here.
A rich media version was also generated.
The pdf of the presentation slides only can be accessed here.
This keynote will be delivered virtually.