%0 Journal Article %T The challenge of automated tutoring in Web-based learning environments for information retrieval instruction %A Sormunen Eero %A Pennanen %A Sami %J Information Research: an international electronic journal %D 2004 %I Information Research %X The need to enhance information literacy education increases demand for effective Web-based learning environments for information retrieval instruction. The paper introduces the Query Performance Analyser, a unique instructional tool for information retrieval learning environments. On top of an information retrieval system and within a given search assignment, the Query Performance Analyser supports learning by instantly visualizing achieved query performance. Although the Query Performance Analyser is a useful tool in training searching skills, performance feedback is not enough for learners practicing alone in Web-based learning environments. The paper reports the findings of a log analysis on user problems in exercising Boolean and best-match queries. A blueprint of an automated tutoring system for IR instruction is presented. %K information literacy %K World Wide Web %K Web %K learning environments %K information retrieval %K Query Performance Analyser %K query performance %K searching skills %K performance feedback %K log analysis %K Boolean %K best-match %K automated tutoring system %U http://informationr.net/ir/9-2/paper169.html