Fundamentals of business intelligence
Wilfried Grossmann, Stefanie Rinderle-Ma

Informasi Umum

Kode

16.01.745

Klasifikasi

658.403 801 1 - Information management-Systems, Information systems

Jenis

Buku - Circulation (Dapat Dipinjam)

Subjek

Management Information Systems, Business Information Systems, Business Process Management, Data Mining,

No. Rak

Tel-U Bandung - Gedung Manterawu Lantai 5 : Rak 19 B
Tel-U Purwokerto : Rak 8

Dilihat

146 kali

Informasi Lainnya

Abstraksi

This book presents a comprehensive and systematic introduction to transforming process-oriented data into information about the underlying business process, which is essential for all kinds of decision-making. To that end, the authors develop step-by-step models and analytical tools for obtaining high-quality data structured in such a way that complex analytical tools can be applied. The main emphasis is on process mining and data mining techniques and the combination of these methods for process-oriented data.

After a general introduction to the business intelligence (BI) process and its constituent tasks in chapter 1, chapter 2 discusses different approaches to modeling in BI applications. Chapter 3 is an overview and provides details of data provisioning, including a section on big data. Chapter 4 tackles data description, visualization, and reporting. Chapter 5 introduces data mining techniques for cross-sectional data. Different techniques for the analysis of temporal data are then detailed in Chapter 6. Subsequently, chapter 7 explains techniques for the analysis of process data, followed by the introduction of analysis techniques for multiple BI perspectives in chapter 8. The book closes with a summary and discussion in chapter 9. Throughout the book, (mostly open source) tools are recommended, described and applied; a more detailed survey on tools can be found in the appendix, and a detailed code for the solutions together with instructions on how to install the software used can be found on the accompanying website. Also, all concepts presented are illustrated and selected examples and exercises are provided. The book is suitable for graduate students in computer science, and the dedicated website with examples and solutions makes the book ideal as a textbook for a first course in business intelligence in computer science or business information systems. Additionally, practitioners and industrial developers who are interested in the concepts behind business intelligence will benefit from the clear explanations and many examples.

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• IEH4GB5 - PENGEMBANGAN INISIATIF BISNIS
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• IEI443 - PENGEMBANGAN INISIATIF BISNIS
• IMI2J3 - BISNIS INTELEJEN
• DEK3CAB3 - PROSES BISNIS

Koleksi & Sirkulasi

Seluruh 2 koleksi sedang dipinjam

Pengarang

Nama	Wilfried Grossmann, Stefanie Rinderle-Ma
Jenis	Perorangan
Penyunting
Penerjemah

Penerbit

Nama	Springer
Kota	New Jersey
Tahun	2015

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 1.000,00
Jenis	Sirkulasi

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