SC10 Evolution of Interaction and Meaning on the Web

Description

The Web is a global arena of online communication and computation that evolves in novel, technologically mediated ways through massive-scale human and machine interaction. This course will introduce the main fundamental techniques that can be used to model systems where interaction and meaning evolve on the web, with a focus on how we can conceptualise these processes using computationally grounded techniques. Emphasis will be given on capturing the human-centric nature of these sociotechnical systems so we can discover the principles that underpin well-designed, sustainable, and ethically sound systems.

The course will begin with an introduction to the overall topic and its challenges, proceed to relevant areas and their methods, distinguishing by techniques that focus on interaction vs. those that focus on meaning, and close with an extensive discussion of real-world case studies and their human and social dimension.

Preliminary schedule of sessions:
1. Introduction: Collective intelligence, social computation, and the Web
2. Interaction: Multiagent systems, game theory, learning
3. Meaning: Ontologies, pragmatics, grounding, language evolution
4. Examples: Case studies, human and social aspects

Objectives

1. Developing an understanding for the core research problems surrounding evolving collective systems on the Web
2. Acquiring relevant background in fundamental computing techniques that are appropriate for understanding and designing such systems
3. Gaining an appreciation for the socioeconomic impact of these systems and the potential risks associated with them

Literature

D. Miorandi, V. Maltese, M. Rovatsos, A. Nijholt, J. Stewart (eds). Social Collective Intelligence. Combining the Powers of Humans and Machines to Build a Smarter Society, Computational Social Sciences Series, Springer-Verlag, 2014
http://www.springer.com/gb/book/9783319086804

M. Wooldridge. An Introduction to MultiAgent Systems, Second Edition, John Wiley & Sons, 2009. http://www.cs.ox.ac.uk/people/michael.wooldridge/pubs/imas/IMAS2e.html

S. Staab, S. Steffen, and R. Studer, eds. Handbook on Ontologies. Springer Science & Business Media, 2013. http://www.springer.com/gb/book/9783540709992

Course location

Lecture Room 4

Course requirements

The course assumes some general mathematical and computational literacy, but will attempt to introduce all formal material and notation in such ways that background knowledge is kept to a minimum.

Instructor information.

Instructor

Michael Rovatsos

Website

http://homepages.inf.ed.ac.uk/mrovatso