Assignment:
1) Explain the following types of Clusters:
• Well-separated clusters
• Center-based clusters
• Contiguous clusters
• Density-based clusters
• Property or Conceptual
2) Define the strengths of Hierarchical Clustering and then explain the two main types of Hierarchical Clustering.
3) DBSCAN is a dentisy-based algorithm. Explain the characteristics of DBSCAN.
4) List and Explain the three types of measures associated with Cluster Validity.
5) In regards to Internal Measures in Clustering, explain Cohesion and Separation.
6) What is classification and why is it needed in Data Mining?
7) This week we focus on the knowledge management cycle noted in Figure above the Information Technology and Organizational Learning text. Note the various aspects of knowledge management, continuous innovation, and competitive advantage and how they integrate with one another.
8) • Review the section on Linear Development in Learning Approaches. Discuss how learning changes over time impact organizational culture. What is the impact of this cultural change on the success of IT projects?
• Review the Roles of Line Management and Social Network and Information Technology sections. Note the various roles in the organization and note the similarities and differences within each role. Also, note how innovation technology management shapes how we communicate amongst coworkers within an organization.