100% tevredenheidsgarantie Direct beschikbaar na je betaling Lees online óf als PDF Geen vaste maandelijkse kosten
logo-home
Eerder door jou gezocht
Eerder door jou gezocht
logo
Business Intelligence A Managerial Perspective on Analytics - Ramesh Sharda - Summary €7,99
In winkelwagen
Snel navigeren naar
Voorbeeld
  2.  
  3. Maastricht University (UM)
  4.  
  5. Business Intelligence for Smart Services

Samenvatting

Business Intelligence A Managerial Perspective on Analytics - Ramesh Sharda - Summary

4 beoordelingen
 16 keer verkocht

A clear and elaborate summary of the Business Intelligence: A Managerial Perspective on Analytics by Ramesh Sharda. Extra chapters include Process Mining, De-anonymization, Big Data and EU regulations regarding the General Data Protection Regulation (GDPR). Chapters included are: 1, 2, 3, 6 and 7. ...

[Meer zien]

Voorbeeld 4 van de 37  pagina's

Document informatie

  • Nee
  • Ch1, ch2, ch3, ch6, ch7
  • 20 december 2017
  • 37
  • 2017/2018
  • Samenvatting

Onderwerpen

Gekoppeld boek

book image

Titel boek:

Auteur(s):

  • Uitgave:
  • ISBN:
  • Druk:

Meer samenvattingen voor studieboek

Alles voor dit studieboek (2)

Geschreven voor

Alle documenten voor dit vak (1)

4  beoordelingen

review-writer-avatar

Door: snkirchev • 4 jaar geleden

review-writer-avatar

Door: Colletaral82 • 4 jaar geleden

review-writer-avatar

Door: george5 • 7 jaar geleden

the chapter 4 and 5 not in the summary

reply-writer-avatar

Door: martijnpaulussen • 7 jaar geleden

Unfortunately we did not have to study chapters 4 and 5 for our course, therefore it is not included. I always mention this in the description of my summaries.

review-writer-avatar

Door: annisofia • 7 jaar geleden

reply-writer-avatar

Door: martijnpaulussen • 7 jaar geleden

Dear Annisofia, thank you for the review! I hope the summary will serve you well :)

Verkoper

avatar-seller
martijnpaulussen

Ontvangen beoordelingen

Voorbeeld van de inhoud

Business Intelligence Summary
A Managerial Perspective on Analytics
Ramesh Sharda, Dursun Delen & Efraim Turban




Author: Martijn C. Paulussen
University: Maastricht University School of Business and Economics
Master: MSc Business Intelligence & Smart Services
Course: [EBC4221] Business Intelligence for Smart Services




School of Business and Economics
MSc Business Intelligence & Smart Services


© 2017 Martijn Paulussen - Maastricht University School of Business and Economics

Nothing in this publication may be reproduced and/or made public by means of printing, offset, photocopy or
microfilm or in any digital, electronic, optical or any other form without the prior written permission of the
owner of the copyright.

,Table of Contents
Chapter 1 – An Overview of Business Intelligence, Analytics, and Decision Support ..................................3
1.1. Opening Vignette: ..........................................................................................................................3
1.2. Business Environments and Computerized Decision Support .......................................................3
1.3. Framework for Business Intelligence (BI) .....................................................................................4
1.4. Intelligence creation, use and BI Governance ................................................................................5
1.5. Transaction Processing (OLTP) versus Analytical Processing (OLAP) ........................................6
1.6. BI Implementation ..........................................................................................................................6
1.7. Analytics overview .........................................................................................................................6
1.8. Introduction: Big Data Analytics....................................................................................................7
1.9. Chapter Highlights..........................................................................................................................7
Chapter 2 – Data Warehousing.......................................................................................................................8
2.1. Data Warehousing concepts ...........................................................................................................8
2.2. Data Warehouse Process overview.................................................................................................9
2.3. Data Warehouse Architectures .......................................................................................................9
2.4. Data integration, extraction, transformation and loading processes .............................................10
2.5. Data Warehouse Development .....................................................................................................11
2.6. Data Warehouse Implementation Issues.......................................................................................12
2.7. Real-Time Data Warehousing (RDW) / Active Data Warehousing (ADW)................................13
2.8. Data Warehouse Administration, Security and Trends ................................................................14
2.9. Chapter Highlights........................................................................................................................14
Chapter 3 – Business Reporting, Visual Analytics, and Business Performance Management.....................15
3.1. Business Reporting Definitions and Concepts ..................................................................................15
3.2. Data and Information Visualization ..................................................................................................16
3.3. Types of Charts and Graphs ..............................................................................................................16
3.4. Emergence of Data Visualization and Visual Analytics....................................................................17
3.5. Performance Dashboards ...................................................................................................................17
3.6. Business Performance Management ..................................................................................................18
3.7. Performance Measurement ................................................................................................................19
3.8. Balanced Scorecards ..........................................................................................................................19
3.9. Six Sigma ..........................................................................................................................................20
Chapter 6 – Big Data and Analytics .............................................................................................................21
6.1. Big Data .............................................................................................................................................21
6.2. Data Analytics Fundamentals ............................................................................................................21
6.3. Big Data Technologies ......................................................................................................................22
6.4. Data Scientist .....................................................................................................................................23
6.5. Big Data and Data Warehousing .......................................................................................................23
6.6. Big Data Vendors ..............................................................................................................................24


1

, 6.7. Big Data and Stream Analytics .........................................................................................................24
6.8. Stream Analytics Applications ..........................................................................................................25
Chapter 7 – Business Analytics: Emerging Trends and Future Impacts ......................................................26
7.1. Location-Based Analytics for Organizations ....................................................................................26
7.2. Analytics Applications for Consumers ..............................................................................................27
7.3. Recommendation Engines .................................................................................................................27
7.4. Web 2.0 Revolution and Online Social Networking .........................................................................28
7.5. Cloud Computing and BI...................................................................................................................28
7.7. Analytics impact on Organizations....................................................................................................29
7.8. Legal, Privacy and Ethics Issues .......................................................................................................30
7.9. Analytical Ecosystem overview ........................................................................................................31
Chapter Extra – Paper Summaries ................................................................................................................32
E.1. Four Strategies for the Age of Smart Services ..................................................................................32
E.2. Process Mining Discovering Workflow Models from Event-Based Data ........................................32
E.3. Process Mining Manifesto ................................................................................................................33
E.4. A Study on Big Data Integration with Data Warehouse ...................................................................35
E.5. Critical Questions for Big Data: Provocations for a Cultural Technological, and Scholarly
Phenomenon .............................................................................................................................................36
E.6. De-anonymization attack on geo-located data ..................................................................................36
E.7. EU regulations on algorithmic decision-making and a “right to explanation” .................................36




2

, Chapter 1 – An Overview of Business Intelligence, Analytics, and Decision
Support
Learning objectives:

 Understand business environment and survival of organizations.
 Need for computerized support of Managerial Decision making.
 Business Intelligence methodology and concepts.
 Various types of analytics.

1.1. Opening Vignette:
Reporting analytics: The graphical analysis of the data which allows users to get an insight in the
situation.
Predictive analytics: Analysis using data mining techniques to estimate what future behavior would be.

1.2. Business Environments and Computerized Decision Support
Business Pressures-Responses-Support Model: Responses (actions) taken by companies to counter the
pressures (or take advantage of opportunities) by computerized support that facilitates the monitoring of
the environment.
Business Environmental Factors:

 Markets: Competition, global market, outsourcing IT support, real-time transactions.
 Consumer demands: Customization, quality, speed of delivery, less loyal.
 Technology: Innovations, information overload, Social networking.
 Societal: Government regulation, terrorist attacks, sustainability.
Organization responses: Reactive, anticipative, adaptive and proactive. A few examples:

 Strategic planning
 Innovative business models
 Restructure Business Processes
 Business alliances
 E-commerce
 Improve data access
 Employ analytics for decision making
Decision support: Analyses, predictions and decisions based on Business Intelligence and data.




3

Dit zijn jouw voordelen als je samenvattingen koopt bij Stuvia:

Bewezen kwaliteit door reviews

Bewezen kwaliteit door reviews

Studenten hebben al meer dan 850.000 samenvattingen beoordeeld. Zo weet jij zeker dat je de beste keuze maakt!

In een paar klikken geregeld

In een paar klikken geregeld

Geen gedoe — betaal gewoon eenmalig met iDeal, creditcard of je Stuvia-tegoed en je bent klaar. Geen abonnement nodig.

Direct to-the-point

Direct to-the-point

Studenten maken samenvattingen voor studenten. Dat betekent: actuele inhoud waar jij écht wat aan hebt. Geen overbodige details!

Veelgestelde vragen

Wat krijg ik als ik dit document koop?

Je krijgt een PDF, die direct beschikbaar is na je aankoop. Het gekochte document is altijd, overal en oneindig toegankelijk via je profiel.

Tevredenheidsgarantie: hoe werkt dat?

Onze tevredenheidsgarantie zorgt ervoor dat je altijd een studiedocument vindt dat goed bij je past. Je vult een formulier in en onze klantenservice regelt de rest.

Van wie koop ik deze samenvatting?

Stuvia is een marktplaats, je koop dit document dus niet van ons, maar van verkoper martijnpaulussen. Stuvia faciliteert de betaling aan de verkoper.

Zit ik meteen vast aan een abonnement?

Nee, je koopt alleen deze samenvatting voor €7,99. Je zit daarna nergens aan vast.

Is Stuvia te vertrouwen?

4,6 sterren op Google & Trustpilot (+1000 reviews)

Afgelopen 30 dagen zijn er 63950 samenvattingen verkocht

Opgericht in 2010, al 15 jaar dé plek om samenvattingen te kopen

Begin nu gratis

Laatst bekeken door jou

Tentamen (uitwerkingen) ·

(4)

RPSGT EXAM GUIDE REAL 200+ QUESTION AND CORRECT DETAILED ANSWERS LATEST 2023-2024

Tentamen (uitwerkingen) ·

(0)

NUR 2063 / NUR2063: Essentials of Pathophysiology Exam 2 (Latest 2023 / 2024) Rasmussen

Tentamen (uitwerkingen) ·

(0)

Test Bank For Integrated Principles of Zoology, 19th Edition All Chapters - 9781264091218

Tentamen (uitwerkingen) ·

(0)

RBS Exam Review questions and answers, 100% Accurate. Verified.[LATEST EXAM UPDATES]

Tentamen (uitwerkingen) ·

(0)

ATI Dosage Calculation: Pediatric Medications Exam Questions And Verified Answers

Tentamen (uitwerkingen) ·

(0)

Theory and Practice of Counseling and Psychotherapy 10th Edition Test Bank Corey

Samenvatting ·

(0)

Die Inhalte aus dem Matheunterricht der EF - Eine Formelsammlung für die Oberstufe

Tentamen (uitwerkingen) ·

(0)

ATI FUNDAMENTALS PROCTORED EXAM 2019-2020 RETAKE GUIDE Chamberlain College Of Nursing.

Tentamen (uitwerkingen) ·

(0)

TEST BANK VARCAROLIS ESSENTIALS OF PSYCHIATRIC MENTAL HEALTH NURSING 3RD EDITION
€7,99  16x  verkocht
  • (4)
In winkelwagen
Toegevoegd