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Risk Control Of Small And Medium Manufacturing Enterprises IT Outsourcing

Posted on:2017-05-21Degree:MasterType:Thesis
Country:ChinaCandidate:M ZhouFull Text:PDF
GTID:2309330485479806Subject:Business management
Abstract/Summary:PDF Full Text Request
Small and medium manufacturing enterprises are the main manufacturing, their management model is flexible, in conducting information technology,they are different from many large enterprises. In the domestic manufacturing industry, large enterprises in the vigorous support resources superiority and government policy, a relatively high degree of information technology, enjoy a great change information into the enterprise. But small and medium manufacturing enterprises are due to financial, personnel, and other aspects of cognition bring information technology implementation process is slow.Competition of today’s enterprise is no longer a single individual behavior, but the overall competition on each node enterprise supply chain to participate. To get the overall competitive advantage, we have to tap on each enterprise’s unique core competitiveness. In order to enhance market competitiveness, in recent years, more and more small and medium manufacturing enterprises have chosen IT outsourcing.This paper summarizes the current IT outsourcing development and risk management paper, the limitations of the existing theories for small and medium manufacturing enterprises Outsourcing Risk and Control proposed small and medium manufacturing enterprises outsourcing risk identification, risk assessment, risk control process to AHP, Fuzzy AHP, expansion options theory, BP neural network method as a research tool. The main work:(1) According to the limitations of existing outsourcing risk theory, we conducted a focus on IT outsourcing risk for small and medium manufacturing enterprises, comprehensive outsourcing for risk identification, risk assessment of outsourcing, outsourcing risk control study. It is determined by questionnaire part of the research data research tool.(2) On the basis of research on existing theories, defines the meaning of risk management, it analyzes the relevant theories existing enterprise IT outsourcing.(3) Analysis of the small and medium manufacturing enterprises IT outsourcing survey, a preliminary analysis of the risk factors for small and medium manufacturing enterprises IT outsourcing. Risk identification is proposed based on the Analytic Hierarchy Process Outsourcing, and using MATLAB software to calculate risk weights, the same time a consistency check.(4) Application of BP neural network approach to risk evaluation of small and medium manufacturing enterprises IT outsourcing proposed evaluation system of small and medium manufacturing enterprises IT outsourcing and application MATLAB toolbox neural network training function selection, hidden layer node determines, learning rate determination. Test the effectiveness of the risk assessment model.(5) Based on the theory of the risk of the option to expand small and medium manufacturing enterprises IT outsourcing decision stage control study to practical case studies to calculate the expansion option value, the integrated value of the assets as well as the opportunity to abandon the option of selecting options.(6) Based on FAHP the risk of small and medium manufacturing enterprise IT outsourcer selection phase control study analyzes the factors outsourcer selection, the establishment of fuzzy analytic hierarchy model to actual case studies to calculate the risk index weights proposed comprehensive evaluation model fuzzy AHP effective.Innovation of this paper are as follows:(1) the use of BP neural network algorithm for risk evaluation, and application of MATLAB toolbox neural network risk assessment model simulation.(2) The real options theory to outsourcing decisions, the use of the option to expand the theory of risk control outsourcing decision stage.
Keywords/Search Tags:Small and medium manufacturing enterprises, IT outsourcing, risk management, risk control
PDF Full Text Request
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