Don Patterson presented a survey on using IM. One of the finding surprised me: people seem to ignore "busy" settings. In some work we did in 2000 on mobile availability and sharing context users indicated that they would respect this or at least explain when interrupt someone who is busy [1,2] - perhaps it is a cultural difference or people have changed. It may be interesting to run a similar study in Germany.
Woodman and Harle from Cambridge presented a pedestrian localization system for large indoor environments. Using a XSens device they combine dead reckoning with knowledge gained from a 2.5D map. In the experiment they seem to get similar results as with a active bat system - by only putting the device on the user (which is for large buildings much cheaper than putting up infrastructure).
Andreas Bulling presented work where he explored the use EOG goggles for context awareness and interaction. The EOG approach is complementary to video based systems. The use of gesturest for context-awarenes follows a similar idea as our work on eye gestures . We had an interesting discussion about further ideas and perhaps there is chance in the future to directly compare the approaches and work together.
In one paper "on using existing time-use study data for ubiquitous computing applications" links to interesting public data sets were given (e.g the US time-use survey). The time-use surevey data covers the US and gives detailed data on how people use their data.
University of Salzburg presented initial work on an augmented shopping system that builds on the idea of implicit interaction . In the note they report a study where they used 2 cameras to observe a shopping area and they calculated the "busy spots" in the area. Additional they used sales data to get best selling products. Everything was displayed on a public screen; and an interesting result was that it seems people where not really interesting in other shoppers behavior… (in contrast to what we observe in e-commerce systems).
Researchers from Hitachi presented a new idea for browsing and navigating content based on the metaphor of using a book. In is based on the concept to have a bendable surface. In complements interestingly previous work in this domain called Gummi presented in CHI 2004 by Schwesig et al.
 Schmidt, A., Takaluoma, A., and Mäntyjärvi, J. 2000. Context-Aware Telephony Over WAP. Personal Ubiquitous Comput. 4, 4 (Jan. 2000), 225-229. DOI= http://dx.doi.org/10.1007/s007790070008
 Albrecht Schmidt, Tanjev Stuhr, Hans Gellersen. Context-Phonebook - Extending Mobile Phone Applications with Context. Proceedings of Third Mobile HCI Workshop, September 2001, Lille, France.
 Heiko Drewes, Albrecht Schmidt. Interacting with the Computer using Gaze Gestures. Proceedings of INTERACT 2007.
 Albrecht Schmidt. Implicit Human Computer Interaction Through Context. Personal Technologies, Vol 4(2), June 2000