First International Workshop IWAI 2024 Co-Located with ECML PKDD 2024 Ghent

Workshop Overview

The First International Workshop on Interpretable AI for Web Search and Recommendation (IWAI 2024) will be co-located with the 26th European Conference on Machine Learning (ECML PKDD 2024) in Ghent, Belgium. The workshop will bring together researchers and practitioners from academia and industry to discuss the latest advancements in interpretable AI (XAI) for web search and recommendation.

Active Inference: First International Workshop, IWAI 2024, Co-located with ECML/PKDD 2024, Ghent, Belgium, September 14, 2024, Proceedings (Communications ... Computer and Information Science Book 1326)

by Alexander Smalls

4.8 out of 5

Language	:	English
File size	:	31203 KB
Text-to-Speech	:	Enabled
Screen Reader	:	Supported
Enhanced typesetting	:	Enabled
Print length	:	387 pages

FREE

Web search and recommendation systems are essential for our daily lives. They help us find information, products, and services that we need. However, these systems are often complex and opaque, making it difficult for users to understand how they work and why they make the recommendations they do. This lack of interpretability can lead to several problems, including:

• Difficulty debugging and improving the systems
• Reduced trust in the systems
• Bias and discrimination against certain groups of users

XAI is a rapidly growing field of research that aims to develop methods for making AI systems more interpretable. This workshop will provide a forum for researchers and practitioners to share their latest work on XAI for web search and recommendation. The workshop will also explore the challenges and opportunities for XAI in this domain.

Workshop Topics

The workshop will cover a wide range of topics related to XAI for web search and recommendation, including:

• Techniques for explaining the predictions of web search and recommendation systems
• Methods for evaluating the interpretability of web search and recommendation systems
• Applications of XAI to improve the design and evaluation of web search and recommendation systems
• Challenges and opportunities for XAI in the domain of web search and recommendation

Important Dates

• Paper submission deadline: March 15, 2024
• Notification of acceptance: April 15, 2024
• Camera-ready paper deadline: May 15, 2024
• Workshop date: September 16, 2024

Submission Guidelines

Submissions should be in the form of full papers (8-10 pages) or short papers (4-6 pages). Papers should be formatted according to the ECML PKDD 2024 formatting guidelines. All submissions will be peer-reviewed by a team of experts in XAI for web search and recommendation.

Submissions should be made through the EasyChair submission system: https://easychair.org/conferences/?conf=iwai2024

Organizing Committee

• Program Chairs:
• TBD
• TBD
• Organizing Committee:
• TBD
• TBD

Contact Information

For more information, please contact the workshop organizers at [email protected].

Active Inference: First International Workshop, IWAI 2024, Co-located with ECML/PKDD 2024, Ghent, Belgium, September 14, 2024, Proceedings (Communications ... Computer and Information Science Book 1326)

by Alexander Smalls

4.8 out of 5

Language	:	English
File size	:	31203 KB
Text-to-Speech	:	Enabled
Screen Reader	:	Supported
Enhanced typesetting	:	Enabled
Print length	:	387 pages

FREE