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EMITS: An Experience Management System for IT Management Support

2015; World Scientific; Volume: 25; Issue: 03 Linguagem: Inglês

10.1142/s0218194015400197

1793-6403

Can Bozdogan, A. Nur Zincir‐Heywood, Ibrahim Zincir,

Mobile Crowdsensing and Crowdsourcing

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.