PUMA publications for /user/stumme/Mining%202012%20subgroup%20l3shttps://puma.uni-kassel.de/user/stumme/Mining%202012%20subgroup%20l3sPUMA RSS feed for /user/stumme/Mining%202012%20subgroup%20l3s2024-03-29T13:58:34+01:00A Personality Based Design Approach Using Subgroup Discoveryhttps://puma.uni-kassel.de/bibtex/2847830846b80d4507aa4b93d1c8deb83/stummestumme2013-03-18T14:06:44+01:002012 data design discovery itegpub l3s mining myown subgroup venus <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Kay Behrenbruch" itemprop="url" href="/author/Kay%20Behrenbruch"><span itemprop="name">K. Behrenbruch</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Martin Atzmueller" itemprop="url" href="/author/Martin%20Atzmueller"><span itemprop="name">M. Atzmueller</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Christoph Evers" itemprop="url" href="/author/Christoph%20Evers"><span itemprop="name">C. Evers</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ludger Schmidt" itemprop="url" href="/author/Ludger%20Schmidt"><span itemprop="name">L. Schmidt</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Kurt Geihs" itemprop="url" href="/author/Kurt%20Geihs"><span itemprop="name">K. Geihs</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Human-Centred Software Engineering</span>, </em><em>Volume 7623 von LNCS, </em><em><span itemprop="publisher">Springer</span>, </em><em>Heidelberg, Germany, </em></span>(<em><span>2012<meta content="2012" itemprop="datePublished"/></span></em>)Mon Mar 18 14:06:44 CET 2013Heidelberg, GermanyHuman-Centred Software Engineering259--266 LNCS{A Personality Based Design Approach Using Subgroup Discovery}762320122012 data design discovery itegpub l3s mining myown subgroup venus To facilitate user-centered software engineering, developers need an easy to grasp understanding of the user. The use of personas helps to keep specific user needs in mind during the design process. Technology acceptance is of particular interest for the design of innovative applications previously unknown to potential users. Therefore, our research focuses on defining a typology of relevant user characteristics with respect to technology acceptance and transferring those findings to the description of personas. The presented work focuses on the statistical relationship between technology acceptance and personality. We apply sub-group discovery as a statistical tool. Based on the statistically derived subgroups and patterns we define the mentioned personas to help developers to understand different forms of technology acceptance. By integrating the specifically defined personas into existing methods in the field of software engineering the feasibility of the presented approach is demonstrated.