home › event - identifying routine and telltale activity patterns in knowledge work

EVENT:

Identifying Routine and Telltale Activity Patterns in Knowledge Work
Conferences & Talks

IEEE International Conference on Semantic Computing (ICSC)

18 September 2011
Stanford University, Palo Alto, California

 

description

Our research addresses the question as to whether automatically collected quantitative data about people’s behavior online can be analyzed to spot patterns that indicate behaviors of interest. Based on ethnographic studies, we find that people, going about their routine work, exhibit patterns in terms of their routine online activities and work rhythms. Such patterns can be comprised of many diverse types of events occurring over arbitrary durations. For example, they might include timing, duration and frequency of particular uses of hardware and software resources, manipulations of content, communication acts, and so on. We use ethnography to identify and target significant patterns and computer logging to collect data on computer events that can be analyzed to find reliable correlates of those patterns. In this paper we discuss our methods and their potential for the development of novel types of applications that can identify normal activities and also spot telltale or deviant patterns. Activity-aware systems could either provide support for workers by providing useful resources and content automatically or increase the possibility of automatically detecting performance problems, deleterious behaviors, malicious activities, and so on.

 

upcoming events   view all 

Aston Martin: The Brand Journey of a 100 Year-old Startup
Mr. Simon Sproule
29 August 2016
PARC Forum  

A Low-cost and Innovative Radar “Digital Eye”
Bernard Casse
20 September 2016 - 22 September 2016 | Brussels, Belgium
Conferences & Talks  

Stanford and PARC host Digital Cities Summit 2016
Victoria Bellotti, Panel Facilitator, Bernard Casse, Panelist, Sean Garner, Panelist, Stephen Hoover, Keynote Speaker, Tolga Kurtoglu, Panel Facilitator, Markus Larsson, Speaker, Ersin Uzun, Panelist
3 October 2016 - 4 October 2016 | Stanford, CA
Conferences & Talks