LearnIT: Enhanced Search and Visualization of IT Projects - Mechanisms for Autonomous Management of Networks and Services Access content directly
Conference Papers Year : 2010

LearnIT: Enhanced Search and Visualization of IT Projects

Maher Rahmouni
  • Function : Author
Marianne Hickey
  • Function : Author
Claudio Bartolini
  • Function : Author


Year over year, the majority of IT projects fail to deliver the required features on time and budget, costing billions of dollars. The task of portfolio managers is to make a selection of prospective projects, given only rough cost-benefit estimates for them. In this paper, we present LearnIT, a tool to aid portfolio managers in their portfolio selection job. LearnIT identifies past or current IT projects within a large database on the basis of similarity to a given IT project or proposal. Furthermore, LearnIT is capable of being trained with expert user feedback, via example. LearnIT also provides a means for visualizing and making evident any relationships between IT projects in order to help IT managers design templates for future projects thus increasing their success rate.
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hal-01056639 , version 1 (20-08-2014)





Maher Rahmouni, Marianne Hickey, Claudio Bartolini. LearnIT: Enhanced Search and Visualization of IT Projects. 4th International Conference on Autonomous Infrastructure, Management and Security (AIMS), Jun 2010, Zurich, Switzerland. pp.114-117, ⟨10.1007/978-3-642-13986-4_17⟩. ⟨hal-01056639⟩
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