GIPD 8565A
Intro to Network Analysis
Introduction to Network Analysis
This course introduces students to the skills and concepts at the core of a dynamic and rapidly developing interdisciplinary field. Network analytic tools focus on the relationships between nodes (e.g., individuals, groups, organizations, countries, etc.). We analyze these relationships to uncover or predict a variety of important factors (e.g., the potential or importance of various actors, organizational vulnerabilities, potential subgroups, the need for redundancy, social and economic ties, growth within a network, …). Although the security field has received the greatest amount of recent attention (covert or terrorist networks), these tools can offer valuable insight into a variety of disciplines. The combination of – often stunning – visual analytic techniques with more quantitative measures accounts for much of the increasing worldwide popularity of this field.
Course Objectives
At the end of the semester, students will be able to:
Explain and apply a number of the concepts that underpin network analysis
Apply concepts such as centrality, brokerage, equivalence and diffusion to network data
Critically evaluate structures and substructures within a network
Perform a variety of approaches to clustering and cohesion to networks
Analyze networks using a variety of software packages
- Schedule
- 2:00pm-3:50pm on Wednesday at MRSE A101 (Sep 3, 2024 to Dec 13, 2024)
2:00pm-2:50pm on Monday at MRSE A101 (Sep 3, 2024 to Dec 13, 2024) - Location
- Morse A101
- Instructors
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Murphy, Philip
pjmurphy@middlebury.edu
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