Helping Knowledge Cross Boundaries: Using Knowledge Visualization to Support Cross-Community Sensemaking

Knowledge sharing across community boundaries has been discussed in literature as an important source of new knowledge and innovation. Different studies point out the difficulties and specific requirements to be considered in cross-community contexts. In contrast, the development and empirical evaluation of concrete methods and systems incorporating these insights has been little addressed. This paper discusses the main challenges of supporting cross-community knowledge exchange and presents an approach to addressing them based on collaborative knowledge visualization. The developed method enables the visualization of implicit structures of personal and community knowledge and their use for multi-perspective access to community information spaces. The results of an empirical evaluation in a comparative laboratory study suggest that this method provides valuable support for facilitating cross-community knowledge exchange

[1]  M. Bonifacio,et al.  Enabling Distributed Knowledge Management: Managerial and Technological Implications , 2002 .

[2]  Stuart K. Card,et al.  The cost structure of sensemaking , 1993, INTERCHI.

[3]  Wolfgang Strauss,et al.  Discovering, Visualizing, and Sharing Knowledge through Personalized Learning Knowledge Maps , 2003, AMKM.

[4]  Etienne Wenger,et al.  Communities of Practice: Learning, Meaning, and Identity , 1998 .

[5]  Etienne Wenger,et al.  Situated Learning: Legitimate Peripheral Participation , 1991 .

[6]  I. Nonaka,et al.  The Knowledge Creating Company , 2008 .

[7]  B. Seely,et al.  Organizational Learning and Communities-of-Practice , 1991 .

[8]  DoughertyDeborah Interpretive Barriers to Successful Product Innovation in Large Firms , 1992 .

[9]  Susan Leigh Star,et al.  Sorting Things Out: Classification and Its Consequences , 1999 .

[10]  E. Wenger Communities of Practice: Learning, Meaning, and Identity , 1998 .

[11]  George W. Furnas,et al.  Sources of structure in sensemaking , 2005, CHI Extended Abstracts.

[12]  Ramkrishnan V. Tenkasi,et al.  P ERSPECTIVE M AKING AND P ERSPECTIVE T AKING IN C OMMUNITIES OF K NOWING , 2000 .

[13]  Jessica Friedman,et al.  CommunitySpace: Toward Flexible Support for Voluntary Knowledge Communities , 1999 .

[14]  Jacky Swan,et al.  Knowledge management in action: integrating knowledge across communities , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[15]  D. Dougherty Interpretive Barriers to Successful Product Innovation in Large Firms , 1992 .

[16]  Susan Leigh Star,et al.  The Structure of Ill-Structured Solutions: Boundary Objects and Heterogeneous Distributed Problem Solving , 1989, Distributed Artificial Intelligence.

[17]  Schubert Foo,et al.  Ontology research and development. Part 2 - a review of ontology mapping and evolving , 2002, J. Inf. Sci..