Analyzing Knowledge Communities Using Foreground and Background Clusters

Published Research

Insight into the growth (or shrinkage) of “knowledge communities” of authors that build on each other’s work can be gained by studying the evolution over time of clusters of documents. We cluster documents based on the documents they cite in common using the Streemer clustering method, which finds cohesive foreground clusters (the knowledge communities) embedded in a diffuse background.Read More

Positioning knowledge: schools of thought and new knowledge creation

Published Research

Cohesive intellectual communities called “schools of thought” can provide powerful benefits to those developing new knowledge, but can also constrain them. We examine how developers of new knowledge position themselves within and between schools of thought, and how this affects their impact.Read More

Innovating knowledge communities – An analysis of group collaboration and competition in science and technology

Published Research

A useful level of analysis for the study of innovation may be what we call “knowledge communities” — intellectually cohesive, organic inter-organizational forms. Formal organizations like firms are excellent at promoting cooperation, but knowledge communities are superior at fostering collaboration — the most important process in innovation.Read More