Lots of interesting papers are available here. This conference was held in Ireland in June 2001. Here are a few of the paper titles:
Using Dimensionality Reduction to Improve Similarity Judgements for Recommendation
Paths and Contextually Specific Recommendations
Combining Dynamic Agents and Collaborative Filtering ... for Better Recommendation Quality
Relevance Feedback for Best Match Term Weighting Algorithms in Information Retrieval
Personalization through Specification Refinement and Composition
Relevance Feedback and Personalization: A Language Modeling Perspective
Comparing Recommendations Made by Online Systems and Friends
Flycasting: On the Fly Broadcasting
Personalization and Recommender Systems in the Larger Context: New Directions and Research Questions

Proceedings of the Second DELOS Network of Excellence Workshop on Personalisation and Recommender Systems in Digital Libraries