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Abstract : 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.
https://hal.inria.fr/hal-01056639 Contributor : Hal IfipConnect in order to contact the contributor Submitted on : Wednesday, August 20, 2014 - 12:15:18 PM Last modification on : Friday, August 11, 2017 - 4:20:19 PM Long-term archiving on: : Thursday, November 27, 2014 - 11:38:26 AM
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⟩