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Managing Corporate Portal Usage with Recommender Systems

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  • Helmuth Elsner
  • Jan Krämer

Abstract

Corporate portals are supposed to support a company’s business model and to increase productivity of the employees. However, the productivity gain that can be achieved by corporate portals is often undermined because the users of the portal are not sufficiently informed about the portal’s capabilities. This is of particular concern for large corporate portals whose service portfolio is constantly evolving and to which new users are added frequently. In the article, we propose a recommender system for corporate portals in order to increase service awareness and usage. Following the design science methodology, a suitable recommender concept is developed and several implementation options are evaluated in a field experiment at one of Germany’s largest companies. It is found that the recommender system increases the number of newly visited services as well as the number of newly used services in the corporate portal by about 20 %. Copyright Springer Fachmedien Wiesbaden 2013

Suggested Citation

  • Helmuth Elsner & Jan Krämer, 2013. "Managing Corporate Portal Usage with Recommender Systems," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 5(4), pages 213-225, August.
    • Handle: RePEc:spr:binfse:v:5:y:2013:i:4:p:213-225
    DOI: 10.1007/s12599-013-0275-3
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    References listed on IDEAS

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    1. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    2. Chong Ju Choi & Carla C. J. M. Millar & Caroline Y. L. Wong, 2005. "Knowledge and the State," Palgrave Macmillan Books, in: Knowledge Entanglements, chapter 0, pages 19-38, Palgrave Macmillan.
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