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Business Intelligence Techniques: A Perspective from Accounting and Finance

Editat de Murugan Anandarajan, Asokan Anandarajan, Cadambi A. Srinivasan
en Limba Engleză Paperback – 30 noi 2010
Modern businesses generate huge volumes of accounting data on a daily basis. The recent advancements in information technology have given organizations the ability to capture and store these data in an efficient and effective manner. However, there is a widening gap between this data storage and usage of the data. Business intelligence techniques can help an organization obtain and process relevant accounting data quickly and cost efficiently. Such techniques include, query and reporting tools, online analytical processing (OLAP), statistical analysis, text mining, data mining, and visualization. Business Intelligence Techniques is a compilation of chapters written by experts in the various areas. While these chapters stand of their own, taken together they provide a comprehensive overview of how to exploit accounting data in the business environment.
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Specificații

ISBN-13: 9783642074035
ISBN-10: 3642074030
Pagini: 280
Ilustrații: X, 268 p.
Dimensiuni: 155 x 235 x 15 mm
Greutate: 0.4 kg
Ediția:Softcover reprint of hardcover 1st ed. 2004
Editura: Springer Berlin, Heidelberg
Colecția Springer
Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

1 Historical Overview of Accounting Information Systems.- 2 Importance of Data in Decision-Making.- 3 Populating the Accounting Data Warehouse.- 4 The Accounting Centric Data Warehouse TM.- 5 XBRL; A New Tool For Electronic Financial Reporting.- 6 Online Analytical Processing in Accounting.- 7 Bankruptcy Prediction Using Neural Networks.- 8 Visualization of Patterns in Accounting Data with Self-organizing Maps.- 9 Visual Representations of Accounting Information.- 10 Alignment of AIS with Business Intelligence Requirements.- 11 A Methodology for Developing Business Intelligence Systems.- 12 An 00 Approach to Designing Business Intelligence Systems.- 13 Evaluating Business Intelligence: A Balanced Scorecard Approach.- 14 A Stakeholder Model of Business Intelligence.- References.- List of Contributors.

Caracteristici

Combines a rather established area (accounting) with the fast developing field of business intelligence Shows how to use information technology to improve traditional accounting methods, giving management quicker and more cost efficient information Includes supplementary material: sn.pub/extras