This paper provides a feasible local traffic planning process. First, steps of local traffic planning will be presented. Concept and case studies of foreign local traffic planning will be explored. Then, improvement alternatives will be composed by street classification, allocation and evaluation standards of traffic facilities, resident opinions, and foreign experiences. Finally, priority of alternatives will be decided by AHP method. Uncertainty of resident opinions and characteristics of evaluation factors can be grasped, based on fuzzy measure. Furthermore, resident reaction to various alternatives is explored.