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Approaches to researching and understanding knowledge work in contemporary organizations have proliferated during the last decade. Interest in this area has been particularly charged by the emergence of knowledge management as a concern for administrators and managers. One of the challenges addressed by researchers working in this area is constructing visual representations of knowledge work. This paper examines competing approaches to such visualization work, exploring trends in current research-based work.