This article examines the case of utilizing asset mapping in the process of community development. Community is defined based on spatial relationship as well as social relationship, i.e. locality. Thus, community involvement is critial in the process of community development. Asset mapping, a method of assessing community asset, contributes to figure out community asset from the perspective of local residents, and encourages community participation. This article examines the case of community asset mapping based on PPGIS (Public Participatory Geogrphic Information Systems) technology in the test-bed area of urban regeneration project in Jeonju. The strength and weakness of the case are analyzed in terms of geographical boundary, participants, assessment tool, participation method, and communication. Through the analysis of the case, this article tests the applicability of asset mapping in community development in Korea.