Temporal Clustering for Generating Activity-based Diary in PC Environment

Title
Temporal Clustering for Generating Activity-based Diary in PC Environment
Authors
리아 사디타김형년박지형
Keywords
Temporal Clustering; Life-log; Document Generation; PC Usage log
Issue Date
2013-02
Publisher
정보과학회논문지, 컴퓨팅의 실제 및 레터
Citation
VOL 19, NO 2, 100-104
Abstract
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.
URI
http://pubs.kist.re.kr/handle/201004/44549
ISSN
12297712
Appears in Collections:
KIST Publication > Article
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