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Group goal setting in age-diverse teams: investigating the role of goal clarity and reflexivity
Davidson, Tina Dewettinck, Koen De Baets, Shari
Davidson, Tina
Dewettinck, Koen
De Baets, Shari
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Publication Type
Working paper
Editor
Supervisor
Publication Year
2012
Journal
Book
Publication Volume
Publication Issue
6
Publication Begin page
Publication End page
Publication NUmber of pages
38
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Abstract
We propose a human-centred process for knowledge discovery from unstructured text that makes use of formal concept analysis and emergent self-organizing maps. The knowledge discovery process is conceptualized and interpreted as successive iterations through the concept–knowledge (C–K) theory design square. To illustrate its effectiveness, we report on a real-life case study of using the process at the Amsterdam–Amstelland police in the Netherlands aimed at distilling concepts to identify domestic violence from the unstructured text in actual police reports. The case study allows us to show how the process was not only able to uncover the nature of a phenomenon such as domestic violence, but also enabled analysts to identify many types of anomaly in the practice of policing. We will illustrate how the insights obtained from this exercise resulted in major improvements in the management of domestic violence cases. Copyright © 2010 John Wiley & Sons, Ltd.