Artificial intelligence and data analytics in disaster managementLaajuus (5 cr)

Objective

You can describe the role of AI and machine learning in predictive modeling and disasters.

You can analyse data and interpret big data to support decision-making in emergencies.

You can assess the ethical implications of using AI in disaster management.

Content

How is AI and machine learning used in predictive modelling?

How is data (big data) applied in real-time decision-making?

What ethical considerations arise from using AI in disaster contexts?

Evaluation

Students can:

a. find, study, produce and assess critically multidisciplinary data in their field of expertise.
b. solve demanding problems in research, development and innovation activities.
c. assess and manage independently individuals’ and teams’ operations.
d. be responsible for operations and develop them independently.
e. assess different strategic approaches and justify their use in terms of management and development.
f. work independently in the expert duties of their professional field or as entrepreneurs.
g. communicate proficiently and systematically in their spoken and written native language and in one foreign language.