English

Communities of Practice: Performance and Evolution

adap-org 2008-02-03 v2 Adaptation and Self-Organizing Systems

Abstract

We present a detailed model of collaboration in communities of practice and we examine its dynamical consequences for the group as a whole. We establish the existence of a novel mechanism that allows the community to naturally adapt to growth, specialization, or changes in the environment without the need for central controls. This mechanism relies on the appearance of a dynamical instability that initates an exploration of novel interactions, eventually leading to higher performance for the community as a whole.

Keywords

Cite

@article{arxiv.adap-org/9410006,
  title  = {Communities of Practice: Performance and Evolution},
  author = {Bernardo A. Huberman and Tad Hogg},
  journal= {arXiv preprint arXiv:adap-org/9410006},
  year   = {2008}
}

Comments

23 pages, postcript, uuencoded