Advances in Research Methods for Information Systems Research
Springer-Verlag New York Inc.
978-1-4614-9462-1 (ISBN)
Advances in Research Methods for Information Systems Research: Data Mining, Data Envelopment Analysis, Value Focused Thinking focuses on bridging and unifying these three different methodologies in order to bring them together in a unified volume for the information systems community. This book serves as a resource that provides overviews on each method, as well as applications on how they can be employed to address IS research problems. Its goal is to help researchers in their continuous efforts to set the pace for having an appropriate interplay between behavioral research and design science.
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.
Reihe/Serie | Integrated Series in Information Systems ; 34 |
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Zusatzinfo | 30 Illustrations, color; 22 Illustrations, black and white; VII, 231 p. 52 illus., 30 illus. in color. |
Verlagsort | New York, NY |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
Mathematik / Informatik ► Informatik ► Netzwerke | |
Informatik ► Office Programme ► Outlook | |
Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik | |
Wirtschaft ► Allgemeines / Lexika | |
Schlagworte | cluster analysis • Data envelopment analysis • Data Mining • information systems • Multivariate Adaptive Regression Splines • Value Focused Thinking |
ISBN-10 | 1-4614-9462-1 / 1461494621 |
ISBN-13 | 978-1-4614-9462-1 / 9781461494621 |
Zustand | Neuware |
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