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Starts 7 June 2025 12:08
Ends 7 June 2025
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A Weighted Bipolar Argumentation Framework and its ASP-based Implementation
Explore a novel Weighted Bipolar Argumentation Framework (WBAF) that handles attack and support relations with argument weights, and learn about its ASP-based implementation tool for generating minimum-penalty preferred extensions.
ACM SIGPLAN
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ACM SIGPLAN
2544 Courses
23 minutes
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Overview
Explore a novel Weighted Bipolar Argumentation Framework (WBAF) that handles attack and support relations with argument weights, and learn about its ASP-based implementation tool for generating minimum-penalty preferred extensions.
Syllabus
- Introduction to Argumentation Frameworks
- Weighted Bipolar Argumentation Framework (WBAF)
- Theoretical Foundations
- ASP-based Implementation
- Tool Utilization and Applications
- Advanced Topics
- Course Project
- Conclusion
- Assessment and Evaluation
Overview of classical argumentation
Bipolar argumentation frameworks (BAF)
Definition and structure of WBAF
Handling attack and support relations
Assigning and interpreting argument weights
Semantics of WBAF
Preferred extensions and penalty minimization
Comparison with traditional frameworks
Introduction to Answer Set Programming (ASP)
Using ASP to model WBAF
Generating minimum-penalty preferred extensions
Installation and setup of ASP tools
Case studies: Applying WBAF in real-world scenarios
Performance analysis of the WBAF ASP tool
Extensions and variations of WBAF
Research trends and future directions
Designing a WBAF model for a selected problem
Implementing the model using ASP
Analyzing results and discussing findings
Recap of key concepts
Further reading and resources
Quizzes and assignments
Final project presentation and report
Subjects
Computer Science
