Understanding Your History: Multi-dimensional Data Stream Visualization of Personal Lifelogging Data

Citations

WEB OF SCIENCE

0
Citations

SCOPUS

0

초록

A large amount of time-series data has been frequently used to extract the useful patterns and trends and to visualize them for better understanding. This work is focusing on visualizing personal lifelogging data for tracking back to personal histories. Thereby, we present several similarity measures between multi-dimensional data at two different time points. For human evaluation, the method has been applied to My Movie History (which a social recommendation system by storing personal movie logs) and tested with a number of users.

키워드

Time-series data mining; multi-dimensional data; personal lifelogging; visualization; user interface
제목
Understanding Your History: Multi-dimensional Data Stream Visualization of Personal Lifelogging Data
저자
Hong, Minsung; Jung, Jason J.
DOI
10.1109/IE.2017.13
발행일
2017-08
유형
Proceedings Paper
저널명
2017 13TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS (IE 2017)
권
2017-January
페이지
164 ~ 167