Outlines problems involved in information retrieval evaluation and suggests a more user-centered interpretive approach. A longitudinal study that examines evaluation through the information-seeking behavior of 22 case studies of actual users is described; and relevance judgments, effectiveness ratios, and analysis of document failures are discussed. (Contains 33 references.) (LRW)