Detecting activities from body-worn accelerometers via instance-based algorithms
Pervasive and Mobile Computing
The making of a dataset for smart spaces
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Activity recognition in smart environments: an information retrieval problem
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Using graphs to improve activity prediction in smart environments based on motion sensor data
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Assurance-oriented activity recognition
Proceedings of the 2011 international workshop on Situation activity & goal awareness
Time handling for real-time progressive activity recognition
Proceedings of the 2011 international workshop on Situation activity & goal awareness
Proceedings of the 2011 international workshop on Situation activity & goal awareness
Multi-sensor data fusion within the belief functions framework: application to smart home services
NEW2AN'11/ruSMART'11 Proceedings of the 11th international conference and 4th international conference on Smart spaces and next generation wired/wireless networking
Modeling human activity semantics for improved recognition performance
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
Pervasive and Mobile Computing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Discovering frequent user--environment interactions in intelligent environments
Personal and Ubiquitous Computing
The autonomic computing paradigm in adaptive building / ambient intelligence systems
AmI'11 Proceedings of the Second international conference on Ambient Intelligence
MaskIt: privately releasing user context streams for personalized mobile applications
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Similarity measure for anomaly detection and comparing human behaviors
International Journal of Intelligent Systems
Energy efficient activity recognition based on low resolution accelerometer in smart phones
GPC'12 Proceedings of the 7th international conference on Advances in Grid and Pervasive Computing
Centinela: A human activity recognition system based on acceleration and vital sign data
Pervasive and Mobile Computing
Passive detection of situations from ambient FM-radio signals
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Sensor selection to support practical use of health-monitoring smart environments
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Information Sciences: an International Journal
Modeling actions based on a situative space model for recognizing human activities
AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
The user side of sustainability: Modeling behavior and energy usage in the home
Pervasive and Mobile Computing
A framework for context-aware privacy of sensor data on mobile systems
Proceedings of the 14th Workshop on Mobile Computing Systems and Applications
Towards zero-shot learning for human activity recognition using semantic attribute sequence model
Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Building health persona from personal data streams
Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia
A survey on ontologies for human behavior recognition
ACM Computing Surveys (CSUR)
A method for cricket bowling action classification and analysis using a system of inertial sensors
ICCSA'13 Proceedings of the 13th international conference on Computational Science and Its Applications - Volume 1
Socially-Competent Computing Implementing Social Sensor Design
International Journal of Web-Based Learning and Teaching Technologies
Assessment of rehabilitative exercises by humanoid robot
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare
Activity recognition on streaming sensor data
Pervasive and Mobile Computing
Learning a taxonomy of predefined and discovered activity patterns
Journal of Ambient Intelligence and Smart Environments
Journal of Mobile Multimedia
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Activity recognition and activity pattern discovery hold significant promise to enabling many applications in the domain of human behavior monitoring, understanding and alteration. However, concurrent, interleaved and highly similar activities challenge the utility of existing approaches. In this installment of the Standards and Emerging Technologies column we survey the state of the art and point to crucial limitations worthy of additional research and investigations.