Advances in Information Retrieval : 25th European Conference on IR Research ECIR 2003 Pisa Italy April 14–16 2003. Proceedings This book constitutes the refereed proceedings of the 25th European Conference on Information Retrieval Research ECIR 2003 held in Pisa Italy in April 2003. The 31 revised full papers and 16 short papers presented together with two invited papers were carefully reviewed and selected from 101 submissions. The papers are organized in topical sections on IR and the Web; retrieval of structured documents; collaborative filtering and text mining; text representation and natural language processing; formal models and language models for IR; machine learning and IR; text categorization; usability interactivity and visualization; and architectural issues and efficiency