DocumentCode :
3049411
Title :
Connecting the dots in IT service delivery: From operations content to high-level business insights
Author :
Rosu, Daniela ; Cheng, Winnie ; Jan, Ea-Ee ; Ayachitula, Naga
Author_Institution :
T.J. Watson Res. Center, IBM, Hawthorne, NY, USA
fYear :
2012
fDate :
8-10 July 2012
Firstpage :
410
Lastpage :
415
Abstract :
IT service delivery relies on intelligent data-driven insights to make strategic decisions. It is a highly complex business with many sub-organizations that focus on different aspects of delivery operations. High-level business insights that emerge from understanding the collective value of all these viewpoints are invaluable to achieving excellent service quality and solid profit margin. However, this is hindered by the inability to integrate data models and taxonomies across business components such as asset management, configuration management, and incident management. Innovative solutions are necessary to effectively "connect-the-dots", bridging the gaps between available content and higher-level business insights. In this paper, we describe several real-world business decisions in service delivery and logistics that suffer from this content-model gap. We propose a unified approach to bridge this gap, with an information system component called Business-Knowledge Discovery Component. We discuss key challenges, architectural framework and the text analytic techniques that are involved.
Keywords :
business data processing; data mining; decision making; information technology; strategic planning; IT service delivery; asset management; business components; business-knowledge discovery component; configuration management; connect-the-dots; content-model gap; data models; high-level business insights; incident management; information system component; intelligent data-driven insights; operations content; strategic decisions; taxonomies; text analytic techniques; Adaptation models; Business; Databases; Hardware; Robustness; Software; Taxonomy; Analytics; Data model; Logistics and Process Control; Service management;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Service Operations and Logistics, and Informatics (SOLI), 2012 IEEE International Conference on
Conference_Location :
Suzhou
Print_ISBN :
978-1-4673-2400-7
Type :
conf
DOI :
10.1109/SOLI.2012.6273572
Filename :
6273572
Link To Document :
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