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Advances in Research Methods for Information Systems Research: Data Mining, Data Envelopment Analysis, Value Focused Thinking - Softcover
Synopsis
Introduction.- Logical Foundations of Social Science Research.- Overview on Decision Tree Induction.- Using Decision Tree Induction for Theory Development.- A Hybrid Decision Tree-based Method for Exploring Cumulative Abnormal Returns.- An Ethnographic Decision Tree Modeling: An Exploration of Telecentre Usage in the Human Development Context.- Using Association Rules Mining to Facilitate Qualitative Data Analysis in Theory Building.- Overview on Multivariate Adaptive Regression Splines.- Reexamining the Impact of Information Technology Investment on Productivity Using Regression Tree and MARS.- Overview on Cluster Analysis.- Overview on Data Envelopment Analysis.- Exploring the ICT Utilization using Data Envelopment Analysis.- A DEA-centric Decision Support System for Monitoring Efficiency-Based Performance.- Overview on the Value Focused Thinking Methodology.- Using Value Focused Thinking to Develop Performance Criteria & Measures for Information Systems Projects.
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- PublisherSpringer
- Publication date2013
- ISBN 10 1461494648
- ISBN 13 9781461494645
- BindingPaperback
- LanguageEnglish
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