Developing a framework for enhancing the design of systems and improving management control of complex relationships.
Data mining is the process of sifting through the mass of organizational (internal and external) data to identify patterns critical for decision support. Successful implementation of the data mining effort requires a careful assessment of the various tools and algorithms available. The basic premise of this study is that machine-learning algorithms, which… (More)
This chapter introduces knowledge discovery techniques as a means of identifying critical trends and patterns for business decision support. It suggests that effective implementation of these techniques requires a careful assessment of the various data mining tools and algorithms available. Both statistical and machine-learning based algorithms have been… (More)