Multi-Stakeholder Cooperative for Developing Economic Democracy In Yogyakarta People’s Market: Application of K-Means Clustering Using Orange

Abstract

There are still many problems faced by people’s markets, such as loan sharks, price games, quality of human resources, and cooperative stagnation. It is compounded by unequal competition with modern retail and online markets. Single Stakeholder cooperatives have just been able to overcome these problems. Multistakeholder cooperatives have yet to develop in Indonesia people’s market. This study aims to formulation of the key models/parameters for developing people’s market multi-stakeholder cooperatives and the potential for developing multi-stakeholder cooperatives which can be a solution to the conditions and problems of people’s markets in Yogyakarta. In accordance with the research formulation above, this research aims to map the model/parameters for developing people’s market multi-stakeholder cooperatives and mapping potential clusters for the development of people’s market multi-stakeholder cooperatives in Yogyakarta using k-means clustering. The study has formulate 3 dimension in input (carrying capacity), process (governance), and outcome (impact/benefit) consist with 52 parameters in measuring potential of multistakeholder-cooperative. Measurement using the instrument meet the potential of developing multistkaholder cooperative in people’s market in Yogyakarta. Using k-means clustering find three cluster of the cooperative potential; very potential, potential, and less potential