Title :
Hierarchical Annotation Management Method for Activity Information Collecting System
Author :
Hattori, Yoshiyuki ; Tanaka, Shoji ; Inoue, Shingo
Author_Institution :
Kyushu Inst. of Technol., Fukuoka, Japan
Abstract :
Recently, researches for activity recognition with sensor data have been increased by the spread of smart phones with 3-axis accelerometers and gyroscopes. However, collecting various sensor data from many people is difficult. To solve this problem, we developed activity collecting platform using various client software. Moreover, annotating continuous activity data is also an important task. However, this task requires a lot of work by hands. Moreover, an activity has a complex structure, and annotation by human often contains ambiguity. For this reason, a system needs to support work so that a worker may add annotation efficiently and accuracy. Therefore, we propose the annotation software which has the function of hierarchical segmentation and hierarchical annotation.
Keywords :
accelerometers; gyroscopes; mobile computing; smart phones; 3-axis accelerometers; activity information collecting system; activity recognition; client software; gyroscopes; hierarchical annotation management method; hierarchical segmentation; sensor data; smart phones; Accelerometers; Accuracy; Application software; Humans; Mobile handsets; Servers; activity information; smartphone;
Conference_Titel :
Broadband, Wireless Computing, Communication and Applications (BWCCA), 2012 Seventh International Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4673-2972-9
DOI :
10.1109/BWCCA.2012.115