Analysis on the Implementation of Analytic Hierarchy Process and Decision Tree C4.5 to Support Priority Determination in the Maintenance of Bridge in Lumajang
Agus Siswanto, Entin Hidayah, Akhmad Hasanuddin · International Journal of Sciences: Basic and Applied Research · 2020
According to the data provided by the Department of Public Works and Spatial Planning of Lumajang District, there is a gap between the amounts of ideal annual bridge maintenance (8 units) and the realization of such maintenance (3 units), accordingly priorities shall be determined in bridge maintenance to enable those bridges to be used as it should. This research will integrate Machine Learning Decision Tree with AHP based upon the BMS evaluating standard to obtain the Supporting System of Priority Determination in the Maintenance of Bridge in Lumajang. The result of this study shows that the criteria of bridge within the evaluation are Bridge Condition with a value of 44%, Traffic Volume 14,72%, Policy 15,92%, Land Use with a 5,59% value, and Social 19,76%. Further, by the support of Decision Tree C4.5 process, it was obtained that the parameter of foundation in Bridge Condition criteria has the highest value.