Application of decision rules for empowering of Indonesian telematics services SMEs

Indonesian Operations Research Association - International Conference on Operations Research 2017

Tosida, E.T.^1 ; Hairlangga, O.^1 ; Amirudin, F.^1 ; Ridwanah, M.^1

Computer Science Department, Pakuan University, Jl. Pakuan PO Box 452, Bogor, Indonesia^1

关键词: CART algorithms;    Classification technique;    Decision rules;    Indonesians;    Performance Model;    Rule base;    Telematics;    Telematics services;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/332/1/012018/pdf
DOI  :  10.1088/1757-899X/332/1/012018

来源: IOP

【 摘 要 】

The independence of the field of telematics became one of Indonesia's vision in 2024. One effort to achieve it can be done by empowering SMEs in the field of telematics. Empowerment carried out need a practical mechanism by utilizing data centered, including through the National Economic Census database (Susenas). Based on the Susenas can be formulated the decision rules of determining the provision of assistance for SMEs in the field of telematics. The way it did by generating the rule base through the classification technique. The CART algorithm-based decision rule model performs better than C45 and ID3 models. The high level of performance model is also in line with the regulations applied by the government. This becomes one of the strengths of research, because the resulting model is consistent with the existing conditions in Indonesia. The rules base generated from the three classification techniques show different rules. The CART technique has pattern matching with the realization of activities in The Ministry of Cooperatives and SMEs. So far, the government has difficulty in referring data related to the empowerment of SMEs telematics services. Therefore, the findings resulting from this research can be used as an alternative decision support system related to the program of empowerment of SMEs in telematics.