Title
Discovering collaborative knowledge-intensive processes through e-mail mining
Abstract
Knowledge Management aims to promote the growth, communication and preservation of knowledge within an organization, which includes managing the appropriate resources to facilitate knowledge sharing and reuse. Business Process-Oriented Knowledge Management focuses on discovering and representing the dynamic conversion of existing knowledge among participants involved in executing business processes. In this context, Knowledge-Intensive Processes are a very important and challenging specific subclass of processes, since they strongly involve socialization and informal exchanges of knowledge among participants. This paper describes in detail a method for semi-automatic discovery of relevant information characterizing Knowledge-Intensive Processes, as well as the results of further evaluation of the method. Our approach draws on the informal exchange of existing knowledge in collaborative tools such as e-mails. The output is a conceptual map that describes the main elements of a Knowledge-Intensive Process, as well as their relationships. The results from the case study conducted to evaluate the method in an organization underlined the prospects for using collaborative environments to discover the way agents perform their activities.
Year
DOI
Venue
2013
10.1016/j.jnca.2013.02.007
J. Network and Computer Applications
Keywords
DocType
Volume
business process,Knowledge-Intensive Process,knowledge sharing,Knowledge-Intensive Processes,Knowledge Management,collaborative knowledge-intensive process,appropriate resource,collaborative environment,informal exchange,collaborative tool,e-mail mining,Business Process-Oriented Knowledge Management
Journal
36
Issue
ISSN
Citations 
6
1084-8045
3
PageRank 
References 
Authors
0.41
13
3
Name
Order
Citations
PageRank
Diego Carvalho Soares130.75
Flávia Maria Santoro231247.15
Fernanda Araujo Baião317632.72