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The Applied Fundamental Study On The Core Competence Intelligent Mining

Posted on:2006-09-08Degree:DoctorType:Dissertation
Country:ChinaCandidate:D X HuangFull Text:PDF
GTID:1116360155955131Subject:Management Science and Engineering
Abstract/Summary:PDF Full Text Request
The finding of core competence is the most important link in the appliance of core competence theory; so systematic and detailed research on applied fundamental of the core competence mining has been done in this dissertation in this aspect.Based on the review of present research progress of the identification of core competence, and the analysis and detailed discussion of the identification and positive study. In this dissertation the measures about the core competence identification can be divided into three sorts: (1)the measure based on the notional model, (2)the measure based on the fuzzy evaluating or fuzzy clustering and (3)based on the AHP, at the same time this dissertation analyzed the cause that those measures can't do well in the finding of core competence. It has been recognized that the essence about the identification of core competence is the mining of core competence. The researches show that the mining of core competence includes four important sections: (Dthe analysis of the enterprise competence evaluating, (2)the data mining analysis of core competence from customer's data, (3)the text mining certification of core competence from inside and (4)the one of the core competence risk, which makes a whole.According to that the core competence supports the sustainable competitive advantage, which is expression of the enterprise competence, firstly, in order to offer a base for the mining of core competence this dissertation judges if an enterprise bears the sustainable competitive advantage based on the enterprise competence evaluating in Chapter 2. In the analysis process of the enterprise competence evaluating, according to the influence of weight on the enterprise competence evaluating, two weight allocation measures based on the objective data have been pointed out in this dissertation. Aiming at the practical application of weight allocation measures, a Weights Adjustment without subjectivepreference has been put forward in this dissertation, which is used in configuration of weighted multivariate decision tree that will be helpful in promptly analyzing and positioning on the enterprise competence evaluating.After the judgment of whether an enterprise possesses the sustainable competitive advantage and in order to judge whether an enterprise with sustainable competitive advantage possesses the core competence or not, this article uses the data of customers to mine the relations between the technique and the function of customers and the possible core competence in Chapter 3. In the data mining analysis of core competence from the customer's data, in this dissertation the relationship between core competence and CRM has been researched Concentrated on the central problem: enterprise - product/service -customer . It has been recognized that the CRM should be used for the service of core competence; the CRM can be used to deal with the data mining analysis of core competence from outside. A prototype on the core competence data mining system has been developed and during the mining process the appropriate granularity should be pay attention to.Based on the possible core competence from mining of customer's data, this dissertation uses text-mining technique to testify the possible core competence in the Chapter 4. Based on the understanding that the core competence is eminent represent of integrated competence of enterprise, it has been shown that the result of the data mining analysis of core competence from mining of customer's data should be testified in the enterprise's inner operation. In this dissertation, the text mining technology has been used to certify the result of data mining and the procedure on the testifying of core competence text mining has been shown at the same time.According to long-term character of core competence construction, and the universalism of Chinese enterprise's having not core competence but at the same time they must construct it, so this dissertation presents the synthesized integrated management of core competence in Chapter 5. According to the characteristics of core competence's mining, cultivating, improving and the analysis of risk factors during that process, it has been shown that the risk factors can be divided into market risk, technology risk, management risk and moral risk. The integrated risk management has been used to deal with the risk of core competence; a measure...
Keywords/Search Tags:core competence, decision-making tree, data mining, text mining, integrated risk management
PDF Full Text Request
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