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    Group goal setting in age-diverse teams: investigating the role of goal clarity and reflexivity

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    Publication type
    Working paper
    Author
    Davidson, Tina
    Dewettinck, Koen
    De Baets, Shari
    Publication Year
    2012
    Publication Issue
    6
    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.
    Knowledge Domain/Industry
    Human Resource Management
    URI
    http://hdl.handle.net/20.500.12127/4356
    Other links
    http://public.vlerick.com/Publications/2d9f1d7f-14ab-e111-8afa-005056a635ed.pdf
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