Identify and Clustering Challenges of knowledge-based Enterprises using ANN and BPMS Approaches; Case study: Yazd KBEs
Journal Title: Roshd-e-Fanavari - Year 2015, Vol 11, Issue 44
Abstract
Knowledge always is a powerful tool in stabilizing position of individual/community service to the public and excellence approach in current autonomous communities. Value of knowledge has been more necessary if it capable for transfer to the High-Tec and needed Technologies of humanity societies. Knowledge Based Enterprise (KBE) is a real-law enterprise such as factory that transfer Knowledge to production/services. However KBEs are causing for sustainable knowledge economy and development native knowledge in more countries, but these enterprises havnt optimize occasion in view of quantity, production quality and service extensive according to the 20 years growth view of Iran. Purpose of this study is to identifying encounter challenges of KBEs that located on Yazds Science and Technology Park (STP) and clustering these challenges with ANN method exactly. The Samples contains 137 person such as manager and top employees of these enterprises. Number of reached challenges have been 59 that were attained from literature and experts guidelines were designed and distributed between samples suddenly. According to the PB artificial neural network, reliabilities of samples were confirmed with MSE=2.0332 and priority done with Multilayer Perceptron (MLP) artificial neural network and with inspiration of Business Process Management System (BPMS) approach. According to the BPMS approach and MLP method, Result show that challenges did cluster in three factions known as: management activities, operational activities and support activities. Thus, number of management, operational and support activities in order were 27, 15 and 17 items exactly.
Authors and Affiliations
Mojtaba GholiPour, Mohammad Ali Vahdat Zad, Mohammad Saleh Oliua, Hasan Khademi Zareu
Keywords
Related Articles
- EP ID EP174982
- DOI -
- Views 75
- Downloads 0
Iranian Startup Ecosystem and Investigating Interaction Among its Key Actor
The position of innovative businesses in the economy and their role in solving the problems and challenges of the countries is becoming increasingly significant. Some countries, with the timely awareness of the importanc...
Providing a Technological Cognition Perspective in the Sense of Innovation and Innovation Policy
The first step to explore any science area is to develop a basic understanding and deep cognition. The artificial constructs should start with the recognition that there are phenomena to be observed and studied through t...
Investigation Effects of Science and Technology Park on Economic Development
"Different researches have emphasized the role of science and Technology Parks in regional development. The aim of this study was to investigate the effect of scientific and technological town on local economic developme...
Technology Performance Measurement Using Hybrid Model
"I n the present competitive age, the organizations try to gain competitive edge. In order to gain competitive edge, the managers need to have some information about the function of their organizations and to decide how...
Site Selection Of Knowledge-Based Town within Tehran
Tehran Province, containing majority of scientists and researchers, plays a significant role in the development of science and technology in the country. Obviously, this number of scientific potential to flourish needs f...