Traditional knowledge management attempts to store the total enterprise knowledge
into IT related structures, but knowledge management strategies should focus also on
people and organisations and not just on technology.
This can be addressed in part by communicating knowledge between people, in and
across organisations. Such communication focuses on the development and exchange of
people’s experience.
This thesis introduces a hybrid knowledge management solution consisting of an
automated system that includes people: employees, experts and Knowledge Brokers
(KB). The hybrid concept supports the identification of suitable people for certain
topics of discussion. Further, it supports the knowledge communication process by
providing a communication infrastructure. When employees cannot find the appropriate
information or expert, then they can ask a personal Knowledge Broker for assistance.
Knowledge Brokers can cooperate, forming the Knowledge Broker Network (KBN).
A knowledge or semantic network is used to model relationships between the key
concepts of the company and the topics of expertise of employees and experts. Instead
of storing data in repositories, this novel KBN concept uses “meta-knowledge”, which
describes relationships between people and their experiences, and their ability to answer
questions in a certain area. Users’ documents are analysed and classified automatically
with the aim to discover and update their experiences.
The integration of external resources and an algorithm that proposes personalised hints
to valuable information are part of the KBN approach.
In addition, the concept comprises personalisation, focusing on:
- the user’s personalised view into the knowledge network, based on his information ratings;
- the user’s private part of the knowledge network.
The support of communities by Knowledge Brokers focuses on identifying topics of
expertise for already existing communities of practice or for new ones that have to be
created.
Implementing the KBN approach within a company supports the development of an
organisational culture that allows enterprise wide knowledge exchange. This is
illustrated by a prototype and three further example applications of the man-machine-
hybrid approach.