Browsing by Author "Zincir-Heywood, A. Nur"

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    EMITS: An Experience Management System for IT Management Support
    (WORLD SCIENTIFIC PUBL CO PTE LTD, 2015) Can Bozdogan; A. Nur Zincir-Heywood; Ibrahim Zincir; Zincir-Heywood, A. Nur; Bozdogan, Can; Zincir, Ibrahim
    This research focuses on the identification of relevant experience required for solving IT (Information Technology) problems in small-to medium-sized enterprises. To achieve this we integrated information retrieval techniques with clustering and optimization techniques to design and develop a custom-built Experience Management system for IT management support. We have built and evaluated our system on three different publicly available data sets: Princeton Parallels and GoDaddy. Results support that it is possible to provide the right mix of automation and manual activity for IT experience management while achieving a high accuracy.