Ahn, S. Kang, D. Ko, H. 2024-01-12T08:16:16Z 2024-01-12T08:16:16Z 2022-03-07 2005-09 1613-0073 https://pubs.kist.re.kr/handle/201004/81997 Providing proactive service requires careful treatment because it has many risks that may force the user to be insufferable with the inadequate services. The context-based interaction pattern is an important factor to personalize the services because it is the practical foundation to adapt to the user. It can be extracted based on the user's activity relative to time, space, and object. In this paper, we describe the methodology to extract user interaction pattern with an example, smart home. English ubiPCMM Modeling of context-based interaction pattern Conference 1 1st Internaltional Workshop on Personalized Context Modeling and Management for UbiComp Application, ubiPCMM 2005, pp.1 - 4 1st Internaltional Workshop on Personalized Context Modeling and Management for UbiComp Application, ubiPCMM 2005 1 4 JA Tokyo 2005-09-11 CEUR Workshop Proceedings 2-s2.0-84884319981