Temporal Clustering for Generating Activity-based Diary in PC Environment
- Temporal Clustering for Generating Activity-based Diary in PC Environment
- 리아 사디타; 김형년; 박지형
- Temporal Clustering; Life-log; Document Generation; PC Usage log
- Issue Date
- 정보과학회논문지, 컴퓨팅의 실제 및 레터
- VOL 19, NO 2, 100-104
- People try to keep a diary to perpetuate
their memories and experiences even in PC environment.
However, as like a life-log system, we need to consider
several issues related to activity capturing and data
management. Moreover, the PC usage logs are composed
of multivariate, categorical, and temporal events. Our
goal, in this paper, is to generate a PC diary based on the
abstract and meaningful information of a user’s PC
activities. Therefore, we propose a temporal clustering
method to differentiate user activities and extract representative
logs from the data stream. After implementing
a real-time process of extracting PC usage logs, we
investigated our clustering method and demonstrated a
process of diary generation.
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- KIST Publication > Article
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