Jurnal Administrasi Bisnis
Vol 8, No 1 (2012)

Application of ANNs and Dynamic Modeling for SMEs

Gunawan, Agus ( Business Administration Department, Faculty of Social and Political Sciences, Parahyangan Catholic University)



Article Info

Publish Date
15 Jul 2014

Abstract

Indonesian SMEs Garment Manufacturers (ISGMs) has become the main contributorto Indonesia’s Gross Domestic Product for the last ten years. At the same time, theState Minister for Cooperatives and SMEs received many reports on the discontinuedof the ISGMs. Currently, the ISGM managers have lack of management capabilities.This study focus on the use of artificial neural networks (ANNs) that is capableof interpreting the results of financial statements analysis (FSA). ANNs rules areencoded implicitly using an algorithm for automatic learning. Furthermore, the studyalso will investigate how to support the ISGMs by using pattern recognition in dy-namic modelling (DM). The combination of ANNs and DM may support the ISGMsin (1) analysing the firm’s performance, (2) interpreting the results of FSA, and (3)providing a simulation on what will happen if something occurred in the business.Keywords: financial statement analysis, ANNs, dynamic modelling, business,garment, SMEs

Copyrights © 2012






Journal Info

Abbrev

JurnalAdministrasiBisnis

Publisher

Subject

Economics, Econometrics & Finance

Description

Jurnal Administrasi Bisnis (JAB) adalah jurnal ilmiah Ilmu Administrasi Binis, diterbitkan oleh Center for Business Studies (CeBiS), Jurusan Ilmu Administrasi Bisnis, Fakultas Ilmu Sosial dan Ilmu Politik, Universitas Katolik Parahyangan. Jurnal Administrasi Bisnis diterbitkan 2 (dua) kali dalam ...