PROFILE:
Oliver Brdiczka
Oliver Brdiczka manages PARC's Contextual Intelligence research area. He focuses on constructing models for human activity from various sensors -- ranging from PC desktop events to physical activity sensors -- by employing machine learning methods. The goal? To enable context-aware applications and services that understand human activity and anticipate human needs by leveraging derived intent and goals. As part of a Xerox-funded semantic startup incubated at PARC (www.meshin.com) to increase the productivity of today's information workers, Oliver is developing methods for automatically constructing semantic models from people's work patterns using content, temporal patterns, and social relationships.
Before joining PARC, Oliver managed a research area on Ambient Collaborative Learning at Telecooperation Group at TU Darmstadt, Germany and held a lecturer position at Universite Pierre Mendes France at Grenoble. Oliver's research has contributed to several European research projects including IST CAVIAR (Context Aware Vision using Image-based Active Recognition) and IP CHIL (Computers in the Human Interaction Loop). His work has also contributed to the U.S. government-funded CALO project (Cognitive Assistant that Learns and Organizes) which resulted in the spinoff Siri, and most recently the DARPA ADAMS project for detecting security threats.
Oliver received his Ph.D. in Computer Science and M.S. in Imagery, Vision, and Robotics from INP Grenoble; engineer's diploma from ENSIMAG, France; and Master's Degree in Computer Science (Diplom-Informatiker) from Universitaet Karlsruhe (TH), Germany. Oliver serves on numerous program committees for international conferences. He has authored more than 50 peer-reviewed publications in the fields of activity recognition, context modeling, machine learning, human-computer interaction, and e-learning, and has received best paper awards for his Ph.D. thesis at INP Grenoble (2007) and papers presented at the IFIP conference on Artificial Intelligence, Applications, & Innovations (2006) and IEEE International Conference on Advanced Learning Technologies (2008).
PARC publications
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2012
Inferring personality of online gamers by fusing multiple-View predictions
20th International Conference on User Modeling, Adaptation and Personalization (UMAP 2012)
16 July 2012
Modeling destructive group dynamics in on-line gaming communities
International Conference on Weblogs and Social Media (ICWSM)
5 June 2012
Proactive insider threat detection through graph learning and psychological context
IEEE Workshop on Research for Insider Threat (WRIT)
25 May 2012
2011
Ubiquitous semantics: how to create and navigate a personal semantic network
IEEE International Conference on Semantic Computing (ICSC)
19 September 2011
Identifying routine and telltale activity patterns in knowledge work
Fifth IEEE International Conference on Semantic Computing (ICSC)
18 September 2011
RetroTime: retrospectively visualizing and labeling time intervals
Workshop on Hybrid Pervasive/Digital Inference at Pervasive 2011
12 June 2011
Enhanced personalized information delivery
Hybrid Pervasive/Digital Inference Workshop (HPDI 2011) at Pervasive 2011
12 June 2011
International Conference on Collaboration Technologies and Systems (CTS 2011)
23 May 2011
Workshop on interacting with smart objects
International Conference on Intelligent User Interfaces (IUI '11)
13 February 2011
2010
Show me a good time: using content to provide activity awareness of collaborators
GROUP 2010
7 November 2010
Guest editorial: Multimedia technologies for e-learning (special issue of ITSE journal)
Interactive Technology and Smart Education (ITSE)
2010
Integral framework for acquiring and evolving situations in smart environments
Journal of Ambient Intelligence and Smart Environments
April 2010
Temporal task footprinting: identifying routine tasks by their temporal patterns
IUI 2010
7 February 2010
2009
Detecting human behavior models from multimodal observation in a smart home
IEEE Transactions on Automation Science and Engineering
October 2009
User initiated learning for adaptive interfaces
IJCAI Workshop on Intelligence and Interaction 2009
13 July 2009
Guest editorial for special issue on Multimedia Technology for E-learning
Interactive Technology and Smart Education
June 2009
CoScribe: integrating paper with digital documents for collaborative learning
IEEE Transactions on Learning Technologies
July 2009
Collaborative paper-based annotation of lecture slides
Educational Technology & Society Journal
April 2009
Using temporal patterns (T-Patterns) to derive stress factors of routine tasks
Extended Abstracts of CHI 2009
4 April 2009
Predicting shoppers' interest from social interactions using sociometric sensors
Extended Abstracts of CHI 2009
4 April 2009
Learning situation models in a smart home
IEEE Transaction on Systems, Man, Cybernetics; special issue on Human-Centered Computing
February 2009
Computers in the Human Interaction Loop (book), edited by Alex Waibel, Rainer Stiefelhagen
2009
2008
Cross-media linking and tagging support for learning groups
2008 IEEE International Symposium on Multimedia
December 2008
Paper-centric interaction concepts for collaborative learning
Mensch & Computer (MuC) Conference
7 September 2008
Paper-centric structuring in learning processes
IEEE International Conference on Advanced Learning Technologies
1 July 2008
CoScribe: using paper for collaborative annotations in lectures
IEEE International Conference on Advanced Learning Technologies
July 2008
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related focus areas
related competencies
- ubiquitous computing
in the news
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Meshin Introduces Recall Into The Android Market
22 February 2012 | The Droid Guy
DoD Taps PARC To Help Detect Insider Threats
15 February 2012 | InformationWeek
How We Waste Time on Email
28 February 2011 | Private Equity Hub
news releases
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PARC Announces Contextual Intelligence Software Platform for Automotive Industry
3 April 2013
U.S. Department of Defense Chooses PARC to Help Halt Internal Security Threats
15 February 2012
events
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Understanding Email Writers: Personality Prediction from Email Messages
10 June 2013 | Rome, Italy
Bayesian Network Model for Predicting Insider Threats
24 May 2013 | San Francisco, CA
WhoAmI: Profiling Attendees Before Meetings
20 March 2013 | Santa Monica, CA
