Development of an instrument measuring user satisfaction of the human-computer interface
CHI '88 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Practical experience recording and indexing of Life Log video
CARPE '05 Proceedings of the 2nd ACM workshop on Continuous archival and retrieval of personal experiences
PERSONE: personalized experience recoding and searching on networked environment
Proceedings of the 3rd ACM workshop on Continuous archival and retrival of personal experences
Extraction of social context and application to personal multimedia exploration
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Extracting Places and Activities from GPS Traces Using Hierarchical Conditional Random Fields
International Journal of Robotics Research
Spatial querying for retrieval of locomotion patterns in smart environments
Proceedings of the 15th international conference on Multimedia
Retrieving multimedia travel stories using location data and spatial queries
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Interacting with location-based multimedia using sketches
Proceedings of the ACM International Conference on Image and Video Retrieval
A location predictor based on dependencies between multiple lifelog data
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Location Based Social Networks
Image-based indoor positioning system: fast image matching using omnidirectional panoramic images
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
Location identification for visitor behavior log in museum
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
Lifelog event management: crowd research case study
J-MRE '11 Proceedings of the 2011 joint ACM workshop on Modeling and representing events
User interaction techniques for multimedia retrieval
Proceedings of the 2012 Joint International Conference on Human-Centered Computer Environments
TraceViz: "brushing" for location based services
MobileHCI '12 Proceedings of the 14th international conference on Human-computer interaction with mobile devices and services
Intelligent search in social communities of smartphone users
Distributed and Parallel Databases
Journal of Visual Communication and Image Representation
Hi-index | 0.00 |
We propose a system for retrieving human locomotion patterns from tracking data captured within a large geographical area, over a long period of time. A GPS receiver continuously captures data regarding the location of the person carrying it. A constrained agglomerative hierarchical clustering algorithm segments these data according to the person's navigational behavior. Sketches made on a map displayed on a computer screen are used for specifying queries regarding locomotion patterns. Two basic sketch primitives, selected based on a user study, are combined to form five different types of queries. We implement algorithms to analyze a sketch made by a user, identify the query, and retrieve results from the collection of data. A graphical user interface combines the user interaction strategy and algorithms, and allows hierarchical querying and visualization of intermediate results. We evaluate the system using a collection of data captured during nine months. The constrained hierarchical clustering algorithm is able to segment GPS data at an overall accuracy of 94% despite the presence of location-dependent noise. A user study was conducted to evaluate the proposed user interaction strategy and the usability of the overall system. The results of this study demonstrate that the proposed user interaction strategy facilitates fast querying, and efficient and accurate retrieval, in an intuitive manner.