Charting past, present, and future research in ubiquitous computing
ACM Transactions on Computer-Human Interaction (TOCHI) - Special issue on human-computer interaction in the new millennium, Part 1
The Aware Home: A Living Laboratory for Ubiquitous Computing Research
CoBuild '99 Proceedings of the Second International Workshop on Cooperative Buildings, Integrating Information, Organization, and Architecture
A context-aware experience sampling tool
CHI '03 Extended Abstracts on Human Factors in Computing Systems
Inferring Activities from Interactions with Objects
IEEE Pervasive Computing
A living laboratory for the design and evaluation of ubiquitous computing technologies
CHI '05 Extended Abstracts on Human Factors in Computing Systems
The design of a portable kit of wireless sensors for naturalistic data collection
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
Simultaneous tracking and activity recognition (STAR) using many anonymous, binary sensors
PERVASIVE'05 Proceedings of the Third international conference on Pervasive Computing
Stochastic kinematic modeling and feature extraction for gait analysis
IEEE Transactions on Image Processing
Automatic administration of the get up and go test
Proceedings of the 1st ACM SIGMOBILE international workshop on Systems and networking support for healthcare and assisted living environments
Proceedings of the 1st ACM SIGMOBILE international workshop on Systems and networking support for healthcare and assisted living environments
Spinning sensors: middleware for robotic sensor network
Proceedings of the 1st international conference on Robot communication and coordination
Real world activity recognition with multiple goals
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
A smart home application to eldercare: Current status and lessons learned
Technology and Health Care - Smart Environments: Technology to Support Healthcare
CIGAR: concurrent and interleaving goal and activity recognition
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Cross-domain activity recognition
Proceedings of the 11th international conference on Ubiquitous computing
BodyANT: miniature wireless sensors for naturalistic monitoring of daily activity
BodyNets '09 Proceedings of the Fourth International Conference on Body Area Networks
Activity recognition: linking low-level sensors to high-level intelligence
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Abnormal activity recognition based on HDP-HMM models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Distributed activity recognition using key sensors
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
Real-time activity classification using ambient and wearable sensors
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Ubiquitous monitoring and user behaviour: A preliminary model
Journal of Ambient Intelligence and Smart Environments
Attentive information support with massive embedded sensors in room
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: interaction platforms and techniques
Universal access issues in an ambient intelligence research facility
UAHCI'07 Proceedings of the 4th international conference on Universal access in human-computer interaction: ambient interaction
Why it's worth the hassle: the value of in-situ studies when designing Ubicomp
UbiComp '07 Proceedings of the 9th international conference on Ubiquitous computing
A long-term evaluation of sensing modalities for activity recognition
UbiComp '07 Proceedings of the 9th international conference on Ubiquitous computing
Recognition of user activity sequences using distributed event detection
EuroSSC'07 Proceedings of the 2nd European conference on Smart sensing and context
Portable wireless sensors for object usage sensing in the home: challenges and practicalities
AmI'07 Proceedings of the 2007 European conference on Ambient intelligence
Context-sensitive microlearning of foreign language vocabulary on a mobile device
AmI'07 Proceedings of the 2007 European conference on Ambient intelligence
UDS: sustaining quality of context using uninterruptible data supply system
QuaCon'09 Proceedings of the 1st international conference on Quality of context
Activity recognition using temporal evidence theory
Journal of Ambient Intelligence and Smart Environments
An activity monitoring system for elderly care using generative and discriminative models
Personal and Ubiquitous Computing
Integrated tool chain for recording and handling large, multimodal context recognition data sets
Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing - Adjunct
Aware and smart environments: The Casattenta project
Microelectronics Journal
Discovering routines from large-scale human locations using probabilistic topic models
ACM Transactions on Intelligent Systems and Technology (TIST)
Performance metrics for activity recognition
ACM Transactions on Intelligent Systems and Technology (TIST)
What is happening now? Detection of activities of daily living from simple visual features
Personal and Ubiquitous Computing
The making of a dataset for smart spaces
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
A middleware for intelligent environments and the internet of things
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Identifying important action primitives for high level activity recognition
EuroSSC'10 Proceedings of the 5th European conference on Smart sensing and context
Pattern recognition in wireless sensor networks in presence of sensor failures
NNECFSIC'12 Proceedings of the 12th WSEAS international conference on Neural networks, fuzzy systems, evolutionary computing & automation
Cross-domain activity recognition via transfer learning
Pervasive and Mobile Computing
An intelligent agent for determining home occupancy using power monitors and light sensors
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Why is context-aware computing less successful?
CASEMANS '11 Proceedings of the 5th ACM International Workshop on Context-Awareness for Self-Managing Systems
GPARS: a general-purpose activity recognition system
Applied Intelligence
Sequential classifier combination for pattern recognition in wireless sensor networks
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Empath: a continuous remote emotional health monitoring system for depressive illness
Proceedings of the 2nd Conference on Wireless Health
ARHMAM: an activity recognition system based on hidden Markov minded activity model
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Embedding behavior modification strategies into a consumer electronic device: a case study
UbiComp'06 Proceedings of the 8th international conference on Ubiquitous Computing
A wirelessly-powered platform for sensing and computation
UbiComp'06 Proceedings of the 8th international conference on Ubiquitous Computing
A model for using machine learning in smart environments
GPC'11 Proceedings of the 6th international conference on Grid and Pervasive Computing
Towards mobile intelligence: Learning from GPS history data for collaborative recommendation
Artificial Intelligence
A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living
Expert Systems with Applications: An International Journal
Transfer learning for activity recognition via sensor mapping
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Recognizing water-based activities in the home through infrastructure-mediated sensing
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Detecting leisure activities with dense motif discovery
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
A benchmark dataset to evaluate sensor displacement in activity recognition
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Creating and benchmarking a new dataset for physical activity monitoring
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
A near field communication-driven home automation framework
Personal and Ubiquitous Computing
Generating corpora of activities of daily living and towards measuring the corpora's complexity
CAVE'12 Proceedings of the First international conference on Cognitive Agents for Virtual Environments
2nd workshop on recent advances in behavior prediction and pro-active pervasive computing
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition
Pattern Recognition Letters
Activity recognition on streaming sensor data
Pervasive and Mobile Computing
Journal of Ambient Intelligence and Smart Environments - Design and Deployment of Intelligent Environments
Latent-Dynamic Conditional Random Fields for recognizing activities in smart homes
Journal of Ambient Intelligence and Smart Environments - Ambient and Smart Component Technologies for Human Centric Computing
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Ubiquitous computing researchers are increasingly turning to sensor-enabled “living laboratories” for the study of people and technologies in settings more natural than a typical laboratory. We describe the design and operation of the PlaceLab, a new live-in laboratory for the study of ubiquitous technologies in home settings. Volunteer research participants individually live in the PlaceLab for days or weeks at a time, treating it as a temporary home. Meanwhile, sensing devices integrated into the fabric of the architecture record a detailed description of their activities. The facility generates sensor and observational datasets that can be used for research in ubiquitous computing and other fields where domestic contexts impact behavior. We describe some of our experiences constructing and operating the living laboratory, and we detail a recently generated sample dataset, available online to researchers.