214 - Sampling Improvement in Software Engineering SurveysESEM 2014
Context: Small and non-probabilistic samples represent relevant issues when discussing the external validity of empirical studies in Software Engineering. Goal: To investigate alternatives to improve the quality of samples (size, heterogeneity and level of confidence). Method: To replicate a survey on characteristics of agility in software processes by applying a systematic recruitment strategy over a professional social network. Results: It resulted in a sampling frame composed by 19 groups stratified according two perspectives: sharing of groups' members and main software engineering skills reported by the subjects. In total, 7,745 subjects were randomly recruited, resulting in 291 contributions. Conclusions: This sample was significantly larger, more heterogeneous and presents some strata with higher confidence levels than previous trials samples.
Human Values in Requirements EngineeringJon Whittle
Keynote presentation at 2019 International Conference on Requirements Engineering, Jeju Island, Korea, September 2019
Argues that human values need to be taken into account when designing and building software. Presents work on how values can be incorporated into agile software development.
Eskew+Dumez+Ripple teamed up with Portland, Oregon’s Skylab to present at this year’s AIA Convention. Over 300 hundred people showed up to hear the panel speak about the five mindshifts that help small to medium-sized firms set themselves apart in an ever-shifting market. From financial metrics to teaming structures, the panel discussed the following five topics with a mix of audience polls, presentation slides, and good ol’ fashion discussion:
- Lateral Leadership
- Collaboration
- Transparent Metrics
- Diversification of Services
- Culture of Giving Back
97 -40450
CIP
Editor-in-Chief: Priscilla McGeehon
Executive Editor: Rebecca J. Dudley
Marketing Manager: Jay O'Callaghan
Project Coordination and Text Design: Electronic Publishing Services Inc., NYC
Cover Designer: Kay Petronio
Art Studio: Electronic Publishing Services Inc., NYC
Photo Researcher: Mira Schachne
Full Service Production Manager: Valerie 1.Zaborski
Manufacturing Manager: Hilda Koparanian
Electronic Page Makeup: Electronic Publishing Services Inc., NYC
Printer and Binder: The Maple-Vail Book Manufacturing Group
Cover Printer: Phoenix Color Corp.
For permission to use copyrighted material, grateful acknowledgment is made to tI
throughout the text and is hereby made part of this copyright page.
Library of Congress Cataloging-in-Publication Data
Wickens, Christopher D.
An introduction to human factors engineering / Christopher D.
Wickens, Sallie E. Gordon, Yili Liu.
p. cm.
Includes bibliographical references and index.
ISBN 0-321-01229-1
1. Human engineering. I. Gordon, Sallie E. II. Liu, Yili.
III. Title.
TA166.W528 1997
620.8'2-dc21
Introduction to Human Factors 1
Research Methods 11
Design and Evaluation Methods 41
Visual Sensory Systems 81
Auditory, Tactile, and Vestibular System 113
Cognition 145
Decision Making 183
Displays 223
Control 259
Engineering Anthropometry and Work-Space Design 289
Biomechanics of Work 319
Work Physiology 349
Stress and Workload 317
Safety, Accidents, and Human Error 409
Human-Computer Interaction 451
Automation 493
Transportation Human Factors 513
Selection and Training 553
Social Factors 593
615
629
Detailed Contents
Preface xvii
CHAPTER 1
CHAPTER 2
CHAPTER 3
CHAPTER 4
CHAPTER 5
CHAPTER 6
CHAPTER 7
CHAPTER 8
CHAPTER 9
CHAPTER 10
CHAPTER 11
CHAPTER 12
CHAPTER 13
CHAPTER 14
CHAPTER 15
CHAPTER 16
CHAPTER 17
CHAPTER 18
CHAPTER 19
Author Index
Subject Index
vii
v
Preface xvii
CHAPTER 1 Introduction to Human Factors 1
What Is the Field of Human Factors? 1
The Scope of Human Factors 4
The Study of Human Factors as a Science 7
An Overview of the Book 8
CHAPTER 2 Research Methods 11
Introduction to Research Methods 12
Basic and Applied Research 12
Overview of Research Methods 13
Experimental Research Methods 15
Steps in Conducting an Experiment 15
Experimental Designs 16
Example of a Simple Factorial Design 18
Multiple Dependent Variables 20
Selecting the Apparatus and Context 21
Selecting Experimental Participants 21
Controls 21
Conducting the Study 22
Data Analysis 23
Drawing Conclusions 23
Statistical Significance Versus Practical Significance 25
Quasi -Experiments 25
Descriptive Methods 26
Observations 27
Surveys and Questionnaires 28
Incident and Accident Analysis 29
Data Analysis for Descriptive Measures 30
Measuring Variables 32
System Performance 33
Objective versus Subjective Measures 33
vii
viii An Introduction to Human Factors Engineering
Qualities of Good Research 35
Construct Validity 35
Internal Validity 36
External Validity 3.
BUSINESS INTELLIGENCE AND ANALYTICS RAMESH SHARDA DUjenkinsmandie
BUSINESS INTELLIGENCE
AND ANALYTICS
RAMESH SHARDA
DURSUN DELEN
EFRAIM TURBAN
TENTH EDITION
.•
TENTH EDITION
BUSINESS INTELLIGENCE
AND ANALYTICS:
SYSTEMS FOR DECISION SUPPORT
Ramesh Sharda
Oklahoma State University
Dursun Delen
Oklahoma State University
Efraim Turban
University of Hawaii
With contributions by
J.E.Aronson
Tbe University of Georgia
Ting-Peng Liang
National Sun Yat-sen University
David King
]DA Software Group, Inc.
PEARSON
Boston Columbus Indianapolis New York San Francisco Upper Saddle River
Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto
Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo
Editor in Chief: Stephanie Wall
Executive Editor: Bob Horan
Program Manager Team Lead: Ashley Santora
Program Manager: Denise Vaughn
Executive Marketing Manager: Anne Fahlgren
Project Manager Team Lead: Judy Leale
Project Manager: Tom Benfatti
Operations Specialist: Michelle Klein
Creative Director: Jayne Conte
Cover Designer: Suzanne Behnke
Digital Production Project Manager: Lisa
Rinaldi
Full-Service Project Management: George Jacob,
Integra Software
Solution
s.
Printer/Binder: Edwards Brothers Malloy-Jackson
Road
Cover Printer: Lehigh/Phoenix-Hagerstown
Text Font: Garamond
Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook
appear on the appropriate page within text.
Microsoft and/ or its respective suppliers make no representations about the suitability of the information
contained in the documents and related graphics published as part of the services for any purpose. All such
documents and related graphics are provided "as is" without warranty of any kind. Microsoft and/or its
respective suppliers hereby disclaim all warranties and conditions with regard to this information, including
all warranties and conditions of merchantability, whether express, implied or statutory, fitness for a particular
purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for
any special, indirect or consequential damages or any damages whatsoever resulting from loss of use, data or
profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection
with the use or performance of information available from the services.
The documents and related graphics contained herein could include technical inaccuracies or typographical
errors. Changes are periodically added to the information herein. Microsoft and/or its respective suppliers may
make improvements and/or changes in the product(s) and/ or the program(s) described herein at any time.
Partial screen shots may be viewed in full within the software version specified.
Microsoft® Windows®, and Microsoft Office® are registered trademarks of the Microsoft Corporation in the U.S.A.
and other countries. This book is not sp ...
214 - Sampling Improvement in Software Engineering SurveysESEM 2014
Context: Small and non-probabilistic samples represent relevant issues when discussing the external validity of empirical studies in Software Engineering. Goal: To investigate alternatives to improve the quality of samples (size, heterogeneity and level of confidence). Method: To replicate a survey on characteristics of agility in software processes by applying a systematic recruitment strategy over a professional social network. Results: It resulted in a sampling frame composed by 19 groups stratified according two perspectives: sharing of groups' members and main software engineering skills reported by the subjects. In total, 7,745 subjects were randomly recruited, resulting in 291 contributions. Conclusions: This sample was significantly larger, more heterogeneous and presents some strata with higher confidence levels than previous trials samples.
Human Values in Requirements EngineeringJon Whittle
Keynote presentation at 2019 International Conference on Requirements Engineering, Jeju Island, Korea, September 2019
Argues that human values need to be taken into account when designing and building software. Presents work on how values can be incorporated into agile software development.
Eskew+Dumez+Ripple teamed up with Portland, Oregon’s Skylab to present at this year’s AIA Convention. Over 300 hundred people showed up to hear the panel speak about the five mindshifts that help small to medium-sized firms set themselves apart in an ever-shifting market. From financial metrics to teaming structures, the panel discussed the following five topics with a mix of audience polls, presentation slides, and good ol’ fashion discussion:
- Lateral Leadership
- Collaboration
- Transparent Metrics
- Diversification of Services
- Culture of Giving Back
97 -40450
CIP
Editor-in-Chief: Priscilla McGeehon
Executive Editor: Rebecca J. Dudley
Marketing Manager: Jay O'Callaghan
Project Coordination and Text Design: Electronic Publishing Services Inc., NYC
Cover Designer: Kay Petronio
Art Studio: Electronic Publishing Services Inc., NYC
Photo Researcher: Mira Schachne
Full Service Production Manager: Valerie 1.Zaborski
Manufacturing Manager: Hilda Koparanian
Electronic Page Makeup: Electronic Publishing Services Inc., NYC
Printer and Binder: The Maple-Vail Book Manufacturing Group
Cover Printer: Phoenix Color Corp.
For permission to use copyrighted material, grateful acknowledgment is made to tI
throughout the text and is hereby made part of this copyright page.
Library of Congress Cataloging-in-Publication Data
Wickens, Christopher D.
An introduction to human factors engineering / Christopher D.
Wickens, Sallie E. Gordon, Yili Liu.
p. cm.
Includes bibliographical references and index.
ISBN 0-321-01229-1
1. Human engineering. I. Gordon, Sallie E. II. Liu, Yili.
III. Title.
TA166.W528 1997
620.8'2-dc21
Introduction to Human Factors 1
Research Methods 11
Design and Evaluation Methods 41
Visual Sensory Systems 81
Auditory, Tactile, and Vestibular System 113
Cognition 145
Decision Making 183
Displays 223
Control 259
Engineering Anthropometry and Work-Space Design 289
Biomechanics of Work 319
Work Physiology 349
Stress and Workload 317
Safety, Accidents, and Human Error 409
Human-Computer Interaction 451
Automation 493
Transportation Human Factors 513
Selection and Training 553
Social Factors 593
615
629
Detailed Contents
Preface xvii
CHAPTER 1
CHAPTER 2
CHAPTER 3
CHAPTER 4
CHAPTER 5
CHAPTER 6
CHAPTER 7
CHAPTER 8
CHAPTER 9
CHAPTER 10
CHAPTER 11
CHAPTER 12
CHAPTER 13
CHAPTER 14
CHAPTER 15
CHAPTER 16
CHAPTER 17
CHAPTER 18
CHAPTER 19
Author Index
Subject Index
vii
v
Preface xvii
CHAPTER 1 Introduction to Human Factors 1
What Is the Field of Human Factors? 1
The Scope of Human Factors 4
The Study of Human Factors as a Science 7
An Overview of the Book 8
CHAPTER 2 Research Methods 11
Introduction to Research Methods 12
Basic and Applied Research 12
Overview of Research Methods 13
Experimental Research Methods 15
Steps in Conducting an Experiment 15
Experimental Designs 16
Example of a Simple Factorial Design 18
Multiple Dependent Variables 20
Selecting the Apparatus and Context 21
Selecting Experimental Participants 21
Controls 21
Conducting the Study 22
Data Analysis 23
Drawing Conclusions 23
Statistical Significance Versus Practical Significance 25
Quasi -Experiments 25
Descriptive Methods 26
Observations 27
Surveys and Questionnaires 28
Incident and Accident Analysis 29
Data Analysis for Descriptive Measures 30
Measuring Variables 32
System Performance 33
Objective versus Subjective Measures 33
vii
viii An Introduction to Human Factors Engineering
Qualities of Good Research 35
Construct Validity 35
Internal Validity 36
External Validity 3.
BUSINESS INTELLIGENCE AND ANALYTICS RAMESH SHARDA DUjenkinsmandie
BUSINESS INTELLIGENCE
AND ANALYTICS
RAMESH SHARDA
DURSUN DELEN
EFRAIM TURBAN
TENTH EDITION
.•
TENTH EDITION
BUSINESS INTELLIGENCE
AND ANALYTICS:
SYSTEMS FOR DECISION SUPPORT
Ramesh Sharda
Oklahoma State University
Dursun Delen
Oklahoma State University
Efraim Turban
University of Hawaii
With contributions by
J.E.Aronson
Tbe University of Georgia
Ting-Peng Liang
National Sun Yat-sen University
David King
]DA Software Group, Inc.
PEARSON
Boston Columbus Indianapolis New York San Francisco Upper Saddle River
Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto
Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo
Editor in Chief: Stephanie Wall
Executive Editor: Bob Horan
Program Manager Team Lead: Ashley Santora
Program Manager: Denise Vaughn
Executive Marketing Manager: Anne Fahlgren
Project Manager Team Lead: Judy Leale
Project Manager: Tom Benfatti
Operations Specialist: Michelle Klein
Creative Director: Jayne Conte
Cover Designer: Suzanne Behnke
Digital Production Project Manager: Lisa
Rinaldi
Full-Service Project Management: George Jacob,
Integra Software
Solution
s.
Printer/Binder: Edwards Brothers Malloy-Jackson
Road
Cover Printer: Lehigh/Phoenix-Hagerstown
Text Font: Garamond
Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook
appear on the appropriate page within text.
Microsoft and/ or its respective suppliers make no representations about the suitability of the information
contained in the documents and related graphics published as part of the services for any purpose. All such
documents and related graphics are provided "as is" without warranty of any kind. Microsoft and/or its
respective suppliers hereby disclaim all warranties and conditions with regard to this information, including
all warranties and conditions of merchantability, whether express, implied or statutory, fitness for a particular
purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for
any special, indirect or consequential damages or any damages whatsoever resulting from loss of use, data or
profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection
with the use or performance of information available from the services.
The documents and related graphics contained herein could include technical inaccuracies or typographical
errors. Changes are periodically added to the information herein. Microsoft and/or its respective suppliers may
make improvements and/or changes in the product(s) and/ or the program(s) described herein at any time.
Partial screen shots may be viewed in full within the software version specified.
Microsoft® Windows®, and Microsoft Office® are registered trademarks of the Microsoft Corporation in the U.S.A.
and other countries. This book is not sp ...
BUSINESS INTELLIGENCE AND ANALYTICS RAMESH SHARDA DUChereCoble417
BUSINESS INTELLIGENCE
AND ANALYTICS
RAMESH SHARDA
DURSUN DELEN
EFRAIM TURBAN
TENTH EDITION
.•
TENTH EDITION
BUSINESS INTELLIGENCE
AND ANALYTICS:
SYSTEMS FOR DECISION SUPPORT
Ramesh Sharda
Oklahoma State University
Dursun Delen
Oklahoma State University
Efraim Turban
University of Hawaii
With contributions by
J.E.Aronson
Tbe University of Georgia
Ting-Peng Liang
National Sun Yat-sen University
David King
]DA Software Group, Inc.
PEARSON
Boston Columbus Indianapolis New York San Francisco Upper Saddle River
Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto
Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo
Editor in Chief: Stephanie Wall
Executive Editor: Bob Horan
Program Manager Team Lead: Ashley Santora
Program Manager: Denise Vaughn
Executive Marketing Manager: Anne Fahlgren
Project Manager Team Lead: Judy Leale
Project Manager: Tom Benfatti
Operations Specialist: Michelle Klein
Creative Director: Jayne Conte
Cover Designer: Suzanne Behnke
Digital Production Project Manager: Lisa
Rinaldi
Full-Service Project Management: George Jacob,
Integra Software
Solution
s.
Printer/Binder: Edwards Brothers Malloy-Jackson
Road
Cover Printer: Lehigh/Phoenix-Hagerstown
Text Font: Garamond
Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook
appear on the appropriate page within text.
Microsoft and/ or its respective suppliers make no representations about the suitability of the information
contained in the documents and related graphics published as part of the services for any purpose. All such
documents and related graphics are provided "as is" without warranty of any kind. Microsoft and/or its
respective suppliers hereby disclaim all warranties and conditions with regard to this information, including
all warranties and conditions of merchantability, whether express, implied or statutory, fitness for a particular
purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for
any special, indirect or consequential damages or any damages whatsoever resulting from loss of use, data or
profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection
with the use or performance of information available from the services.
The documents and related graphics contained herein could include technical inaccuracies or typographical
errors. Changes are periodically added to the information herein. Microsoft and/or its respective suppliers may
make improvements and/or changes in the product(s) and/ or the program(s) described herein at any time.
Partial screen shots may be viewed in full within the software version specified.
Microsoft® Windows®, and Microsoft Office® are registered trademarks of the Microsoft Corporation in the U.S.A.
and other countries. This book is not sp ...
BUSINESS INTELLIGENCE AND ANALYTICS RAMESH SHARDA DU.docxjasoninnes20
BUSINESS INTELLIGENCE
AND ANALYTICS
RAMESH SHARDA
DURSUN DELEN
EFRAIM TURBAN
TENTH EDITION
.•
TENTH EDITION
BUSINESS INTELLIGENCE
AND ANALYTICS:
SYSTEMS FOR DECISION SUPPORT
Ramesh Sharda
Oklahoma State University
Dursun Delen
Oklahoma State University
Efraim Turban
University of Hawaii
With contributions by
J.E.Aronson
Tbe University of Georgia
Ting-Peng Liang
National Sun Yat-sen University
David King
]DA Software Group, Inc.
PEARSON
Boston Columbus Indianapolis New York San Francisco Upper Saddle River
Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto
Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo
Editor in Chief: Stephanie Wall
Executive Editor: Bob Horan
Program Manager Team Lead: Ashley Santora
Program Manager: Denise Vaughn
Executive Marketing Manager: Anne Fahlgren
Project Manager Team Lead: Judy Leale
Project Manager: Tom Benfatti
Operations Specialist: Michelle Klein
Creative Director: Jayne Conte
Cover Designer: Suzanne Behnke
Digital Production Project Manager: Lisa
Rinaldi
Full-Service Project Management: George Jacob,
Integra Software
Solution
s.
Printer/Binder: Edwards Brothers Malloy-Jackson
Road
Cover Printer: Lehigh/Phoenix-Hagerstown
Text Font: Garamond
Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook
appear on the appropriate page within text.
Microsoft and/ or its respective suppliers make no representations about the suitability of the information
contained in the documents and related graphics published as part of the services for any purpose. All such
documents and related graphics are provided "as is" without warranty of any kind. Microsoft and/or its
respective suppliers hereby disclaim all warranties and conditions with regard to this information, including
all warranties and conditions of merchantability, whether express, implied or statutory, fitness for a particular
purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for
any special, indirect or consequential damages or any damages whatsoever resulting from loss of use, data or
profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection
with the use or performance of information available from the services.
The documents and related graphics contained herein could include technical inaccuracies or typographical
errors. Changes are periodically added to the information herein. Microsoft and/or its respective suppliers may
make improvements and/or changes in the product(s) and/ or the program(s) described herein at any time.
Partial screen shots may be viewed in full within the software version specified.
Microsoft® Windows®, and Microsoft Office® are registered trademarks of the Microsoft Corporation in the U.S.A.
and other countries. This book is not sp ...
In this presentation, Microsoft data scientists Ben Keen and Shahzia Holtom cover an introduction to data science with respect to:
- What is a data scientist?
- What data does a data scientist need?
- AI ethics and responsibility
- What is MLOps and how does it drive value?
CSEE&T 2017 Opening, Hall of Fame and Best Paper AwardHironori Washizaki
Hironori Washizaki and Nancy Mead, "CSEE&T 2017 Opening, Hall of Fame and Best Paper Award", 30th IEEE Conference on Software Engineering Education and Training (CSEE&T), Savannah, Georgia, November 7-9, 2017
BUSINESS INTELLIGENCE AND ANALYTICS RAMESH SHARDA DU.docxfelicidaddinwoodie
BUSINESS INTELLIGENCE
AND ANALYTICS
RAMESH SHARDA
DURSUN DELEN
EFRAIM TURBAN
TENTH EDITION
.•
TENTH EDITION
BUSINESS INTELLIGENCE
AND ANALYTICS:
SYSTEMS FOR DECISION SUPPORT
Ramesh Sharda
Oklahoma State University
Dursun Delen
Oklahoma State University
Efraim Turban
University of Hawaii
With contributions by
J.E.Aronson
Tbe University of Georgia
Ting-Peng Liang
National Sun Yat-sen University
David King
]DA Software Group, Inc.
PEARSON
Boston Columbus Indianapolis New York San Francisco Upper Saddle River
Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto
Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo
Editor in Chief: Stephanie Wall
Executive Editor: Bob Horan
Program Manager Team Lead: Ashley Santora
Program Manager: Denise Vaughn
Executive Marketing Manager: Anne Fahlgren
Project Manager Team Lead: Judy Leale
Project Manager: Tom Benfatti
Operations Specialist: Michelle Klein
Creative Director: Jayne Conte
Cover Designer: Suzanne Behnke
Digital Production Project Manager: Lisa
Rinaldi
Full-Service Project Management: George Jacob,
Integra Software
Solution
s.
Printer/Binder: Edwards Brothers Malloy-Jackson
Road
Cover Printer: Lehigh/Phoenix-Hagerstown
Text Font: Garamond
Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook
appear on the appropriate page within text.
Microsoft and/ or its respective suppliers make no representations about the suitability of the information
contained in the documents and related graphics published as part of the services for any purpose. All such
documents and related graphics are provided "as is" without warranty of any kind. Microsoft and/or its
respective suppliers hereby disclaim all warranties and conditions with regard to this information, including
all warranties and conditions of merchantability, whether express, implied or statutory, fitness for a particular
purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for
any special, indirect or consequential damages or any damages whatsoever resulting from loss of use , data or
profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection
with the use or performance of information available from the services.
The documents and related graphics contained herein could include technical inaccuracies or typographical
errors. Changes are periodically added to the information here in. Microsoft and/or its respective suppliers may
make improvements and/or changes in the product(s) and/ or the program(s) described herein at any time.
Partial screen shots may be viewed in full within the software version specified.
Microsoft® Windows®, and Microsoft Office® are registered trademarks of the Microsoft Corporation in the U.S.A.
and other countries. This book is not .
BUSINESS INTELLIGENCE AND ANALYTICS RAMESH SHARDA DUTawnaDelatorrejs
BUSINESS INTELLIGENCE
AND ANALYTICS
RAMESH SHARDA
DURSUN DELEN
EFRAIM TURBAN
TENTH EDITION
.•
TENTH EDITION
BUSINESS INTELLIGENCE
AND ANALYTICS:
SYSTEMS FOR DECISION SUPPORT
Ramesh Sharda
Oklahoma State University
Dursun Delen
Oklahoma State University
Efraim Turban
University of Hawaii
With contributions by
J.E.Aronson
Tbe University of Georgia
Ting-Peng Liang
National Sun Yat-sen University
David King
]DA Software Group, Inc.
PEARSON
Boston Columbus Indianapolis New York San Francisco Upper Saddle River
Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto
Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo
Editor in Chief: Stephanie Wall
Executive Editor: Bob Horan
Program Manager Team Lead: Ashley Santora
Program Manager: Denise Vaughn
Executive Marketing Manager: Anne Fahlgren
Project Manager Team Lead: Judy Leale
Project Manager: Tom Benfatti
Operations Specialist: Michelle Klein
Creative Director: Jayne Conte
Cover Designer: Suzanne Behnke
Digital Production Project Manager: Lisa
Rinaldi
Full-Service Project Management: George Jacob,
Integra Software
Solution
s.
Printer/Binder: Edwards Brothers Malloy-Jackson
Road
Cover Printer: Lehigh/Phoenix-Hagerstown
Text Font: Garamond
Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook
appear on the appropriate page within text.
Microsoft and/ or its respective suppliers make no representations about the suitability of the information
contained in the documents and related graphics published as part of the services for any purpose. All such
documents and related graphics are provided "as is" without warranty of any kind. Microsoft and/or its
respective suppliers hereby disclaim all warranties and conditions with regard to this information, including
all warranties and conditions of merchantability, whether express, implied or statutory, fitness for a particular
purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for
any special, indirect or consequential damages or any damages whatsoever resulting from loss of use , data or
profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection
with the use or performance of information available from the services.
The documents and related graphics contained herein could include technical inaccuracies or typographical
errors. Changes are periodically added to the information here in. Microsoft and/or its respective suppliers may
make improvements and/or changes in the product(s) and/ or the program(s) described herein at any time.
Partial screen shots may be viewed in full within the software version specified.
Microsoft® Windows®, and Microsoft Office® are registered trademarks of the Microsoft Corporation in the U.S.A.
and other countries. This book is not ...
E-learning in Commonwealth Asian Countries 47 slides pptDrSK Pulist
The Study entitled E-learning in Commonwealth Asia 2013 presents the current scenario of e-Learning in 8 Commonwealth Asian Countries i.e. Bangladesh, Brunei, India, Maldives, Malaysia, Pakistan, Singapore and Sri Lanka.
Heida 2016: (Big) data: Informed Decision Making in Higher EducationStudyPortals
At the Heida Conference in Istanbul, Turkey, StudyPortals' Analytics and Consulting Team presented insights on the effectiveness of international and student recruitment activities. Main question: what data do you need to measure success?
HP Software Performance Tour 2014 - Velocity and quality in the age of the cu...HP Enterprise Italia
During the HP Software Performance Tour 2014 Riccardo Sanna, HP ADM Practice Manager, explained the importance of continuous delivery to ensure better business performance.
A Systematic Review of Usability Studies in Augmented Reality between 2005 an...Dr. Arindam Dey
An invited talk at ISMAR 2016 workshop on Perceptual Issues in Augmented Reality!
Citation:
A Systematic Review of Usability Studies in Augmented Reality between 2005 and 2014
Arindam Dey, Mark Billinghurst, Robert W. Lindeman, J. Edward Swan II
IEEE International Symposium on Mixed and Augmented Reality 2016, Pages: 49-51. Merida, Mexico.
AstraZeneca: A Vision for a Collaborative Clinical EnvironmentVeeva Systems
Slides from AstraZeneca's 2019 Veeva R&D Summit presentation.
After receiving the 2018 Eagle Award for the best sponsor by the Society for Clinical Research Sites (SCRS), AstraZeneca is on an ongoing quest to remain a sponsor of choice for 2019 and beyond. Learn how they are leveraging technology, a unified clinical trial platform, and other strategies to simplify trial conduct at sites.
A primer on how to assess the effectiveness of a space and the services, technology, and activities happening within it -- a post-occupancy evaluation. Originally presented as a webinar for the PKAL Learning Space Collaboratory in November 2014, it briefly explains what a post-occupancy evaluation is, how to do it, and what the benefits are.
Systems Analysis and DesignKenneth E. KendaMikeEly930
System
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nalysis and D
esign
K
enneth E. K
endall
Julie E. K
endall
T
E
N
T
H
E
D
IT
IO
N
GLOBAL
EDITION
GLOBAL
EDITION
This is a special edition of an established title widely used by colleges and
universities throughout the world. Pearson published this exclusive edition
for the benefit of students outside the United States and Canada. If you
purchased this book within the United States or Canada, you should be aware
that it has been imported without the approval of the Publisher or Author.
G
L
O
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A
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The tenth edition of Systems Analysis and Design presents the latest systems
development methods, techniques, and tools in a clear, concise, and engag-
ing manner. Designed to help the reader visually capture a system, the book
demonstrates how meaningful information systems can be created through the
creative application of concepts and rules.
The book also presents the following pedagogical features that enable stu-
dents to apply key concepts to real-world situations:
• Consulting Opportunities are minicases that address and encourage in-depth
discussions of significant and emerging topics in information systems.
• Stylized visual aids such as conceptual diagrams, computer displays, and
paperforms are designed to aid students in understanding complex subject matter.
• HyperCase 2.10 is Web-based, interactive software that presents an original vir-
tual organization in a colorful, three-dimensional graphics environment that allows
students to immerse themselves in organizational life.
• HyperCase Experiences are challenging exercises in each chapter that help
students solve difficult organizational problems such as the development of new
systems, the merging of departments, the hiring of employees, security, ecommerce,
and disaster recovery planning.
Kenneth E. Kendall • Julie E. Kendall
Systems Analysis
and Design
TENTH EDITION
Kendall_10_1292281456_Final.indd 1 06/08/19 3:06 PM
1 SYSTEMS, ROLES, AND DEVELOPMENT METHODOLOGIES
1.1 Healthy Hiring: Ecommerce Help Wanted 41
2 UNDERSTANDING AND MODELING ORGANIZATIONAL SYSTEMS
2.1 The E in Vitamin E Stands for Ecommerce 59
2.2 Where There’s Carbon, There’s a Copy 78
2.3 Pyramid Power 79
3 PROJECT MANAGEMENT
3.1 The Sweetest Sound I’ve Ever Sipped 88
3.2 Veni, Vidi, Vendi, or, “I Came, I Saw, I Sold” 100
3.3 We’re Off to See the Wizards 104
3.4 Food for Thought 109
3.5 Goal Tending 126
4 INFORMATION GATHERING: INTERACTIVE METHODS
4.1 Strengthening Your Question Types 146
4.2 Skimming the Surface 149
4.3 A Systems Analyst, I Presume? 155
4.4 The Unbearable Questionnaire 159
4.5 Order in the Courts 162
5 INFORMATION GATHERING: UNOBTRUSIVE METHODS
5.1 Trapping a Sample 174
5.2 A Rose by Any Other Name...Or Quality, Not Quantities 176
6 AGILE MODELING, PROTOTYPING, AND SCRUM
6.1 Is Prototyping King? 195
6.2 Clearing the Way for Customer Links 198
6.3 To Hatch a Fish 204
6.4 This Prototype Is All Wet 206
7 USING DATA FLOW DIAGRA ...
BUSINESS INTELLIGENCE AND ANALYTICS RAMESH SHARDA DUChereCoble417
BUSINESS INTELLIGENCE
AND ANALYTICS
RAMESH SHARDA
DURSUN DELEN
EFRAIM TURBAN
TENTH EDITION
.•
TENTH EDITION
BUSINESS INTELLIGENCE
AND ANALYTICS:
SYSTEMS FOR DECISION SUPPORT
Ramesh Sharda
Oklahoma State University
Dursun Delen
Oklahoma State University
Efraim Turban
University of Hawaii
With contributions by
J.E.Aronson
Tbe University of Georgia
Ting-Peng Liang
National Sun Yat-sen University
David King
]DA Software Group, Inc.
PEARSON
Boston Columbus Indianapolis New York San Francisco Upper Saddle River
Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto
Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo
Editor in Chief: Stephanie Wall
Executive Editor: Bob Horan
Program Manager Team Lead: Ashley Santora
Program Manager: Denise Vaughn
Executive Marketing Manager: Anne Fahlgren
Project Manager Team Lead: Judy Leale
Project Manager: Tom Benfatti
Operations Specialist: Michelle Klein
Creative Director: Jayne Conte
Cover Designer: Suzanne Behnke
Digital Production Project Manager: Lisa
Rinaldi
Full-Service Project Management: George Jacob,
Integra Software
Solution
s.
Printer/Binder: Edwards Brothers Malloy-Jackson
Road
Cover Printer: Lehigh/Phoenix-Hagerstown
Text Font: Garamond
Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook
appear on the appropriate page within text.
Microsoft and/ or its respective suppliers make no representations about the suitability of the information
contained in the documents and related graphics published as part of the services for any purpose. All such
documents and related graphics are provided "as is" without warranty of any kind. Microsoft and/or its
respective suppliers hereby disclaim all warranties and conditions with regard to this information, including
all warranties and conditions of merchantability, whether express, implied or statutory, fitness for a particular
purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for
any special, indirect or consequential damages or any damages whatsoever resulting from loss of use, data or
profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection
with the use or performance of information available from the services.
The documents and related graphics contained herein could include technical inaccuracies or typographical
errors. Changes are periodically added to the information herein. Microsoft and/or its respective suppliers may
make improvements and/or changes in the product(s) and/ or the program(s) described herein at any time.
Partial screen shots may be viewed in full within the software version specified.
Microsoft® Windows®, and Microsoft Office® are registered trademarks of the Microsoft Corporation in the U.S.A.
and other countries. This book is not sp ...
BUSINESS INTELLIGENCE AND ANALYTICS RAMESH SHARDA DU.docxjasoninnes20
BUSINESS INTELLIGENCE
AND ANALYTICS
RAMESH SHARDA
DURSUN DELEN
EFRAIM TURBAN
TENTH EDITION
.•
TENTH EDITION
BUSINESS INTELLIGENCE
AND ANALYTICS:
SYSTEMS FOR DECISION SUPPORT
Ramesh Sharda
Oklahoma State University
Dursun Delen
Oklahoma State University
Efraim Turban
University of Hawaii
With contributions by
J.E.Aronson
Tbe University of Georgia
Ting-Peng Liang
National Sun Yat-sen University
David King
]DA Software Group, Inc.
PEARSON
Boston Columbus Indianapolis New York San Francisco Upper Saddle River
Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto
Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo
Editor in Chief: Stephanie Wall
Executive Editor: Bob Horan
Program Manager Team Lead: Ashley Santora
Program Manager: Denise Vaughn
Executive Marketing Manager: Anne Fahlgren
Project Manager Team Lead: Judy Leale
Project Manager: Tom Benfatti
Operations Specialist: Michelle Klein
Creative Director: Jayne Conte
Cover Designer: Suzanne Behnke
Digital Production Project Manager: Lisa
Rinaldi
Full-Service Project Management: George Jacob,
Integra Software
Solution
s.
Printer/Binder: Edwards Brothers Malloy-Jackson
Road
Cover Printer: Lehigh/Phoenix-Hagerstown
Text Font: Garamond
Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook
appear on the appropriate page within text.
Microsoft and/ or its respective suppliers make no representations about the suitability of the information
contained in the documents and related graphics published as part of the services for any purpose. All such
documents and related graphics are provided "as is" without warranty of any kind. Microsoft and/or its
respective suppliers hereby disclaim all warranties and conditions with regard to this information, including
all warranties and conditions of merchantability, whether express, implied or statutory, fitness for a particular
purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for
any special, indirect or consequential damages or any damages whatsoever resulting from loss of use, data or
profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection
with the use or performance of information available from the services.
The documents and related graphics contained herein could include technical inaccuracies or typographical
errors. Changes are periodically added to the information herein. Microsoft and/or its respective suppliers may
make improvements and/or changes in the product(s) and/ or the program(s) described herein at any time.
Partial screen shots may be viewed in full within the software version specified.
Microsoft® Windows®, and Microsoft Office® are registered trademarks of the Microsoft Corporation in the U.S.A.
and other countries. This book is not sp ...
In this presentation, Microsoft data scientists Ben Keen and Shahzia Holtom cover an introduction to data science with respect to:
- What is a data scientist?
- What data does a data scientist need?
- AI ethics and responsibility
- What is MLOps and how does it drive value?
CSEE&T 2017 Opening, Hall of Fame and Best Paper AwardHironori Washizaki
Hironori Washizaki and Nancy Mead, "CSEE&T 2017 Opening, Hall of Fame and Best Paper Award", 30th IEEE Conference on Software Engineering Education and Training (CSEE&T), Savannah, Georgia, November 7-9, 2017
BUSINESS INTELLIGENCE AND ANALYTICS RAMESH SHARDA DU.docxfelicidaddinwoodie
BUSINESS INTELLIGENCE
AND ANALYTICS
RAMESH SHARDA
DURSUN DELEN
EFRAIM TURBAN
TENTH EDITION
.•
TENTH EDITION
BUSINESS INTELLIGENCE
AND ANALYTICS:
SYSTEMS FOR DECISION SUPPORT
Ramesh Sharda
Oklahoma State University
Dursun Delen
Oklahoma State University
Efraim Turban
University of Hawaii
With contributions by
J.E.Aronson
Tbe University of Georgia
Ting-Peng Liang
National Sun Yat-sen University
David King
]DA Software Group, Inc.
PEARSON
Boston Columbus Indianapolis New York San Francisco Upper Saddle River
Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto
Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo
Editor in Chief: Stephanie Wall
Executive Editor: Bob Horan
Program Manager Team Lead: Ashley Santora
Program Manager: Denise Vaughn
Executive Marketing Manager: Anne Fahlgren
Project Manager Team Lead: Judy Leale
Project Manager: Tom Benfatti
Operations Specialist: Michelle Klein
Creative Director: Jayne Conte
Cover Designer: Suzanne Behnke
Digital Production Project Manager: Lisa
Rinaldi
Full-Service Project Management: George Jacob,
Integra Software
Solution
s.
Printer/Binder: Edwards Brothers Malloy-Jackson
Road
Cover Printer: Lehigh/Phoenix-Hagerstown
Text Font: Garamond
Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook
appear on the appropriate page within text.
Microsoft and/ or its respective suppliers make no representations about the suitability of the information
contained in the documents and related graphics published as part of the services for any purpose. All such
documents and related graphics are provided "as is" without warranty of any kind. Microsoft and/or its
respective suppliers hereby disclaim all warranties and conditions with regard to this information, including
all warranties and conditions of merchantability, whether express, implied or statutory, fitness for a particular
purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for
any special, indirect or consequential damages or any damages whatsoever resulting from loss of use , data or
profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection
with the use or performance of information available from the services.
The documents and related graphics contained herein could include technical inaccuracies or typographical
errors. Changes are periodically added to the information here in. Microsoft and/or its respective suppliers may
make improvements and/or changes in the product(s) and/ or the program(s) described herein at any time.
Partial screen shots may be viewed in full within the software version specified.
Microsoft® Windows®, and Microsoft Office® are registered trademarks of the Microsoft Corporation in the U.S.A.
and other countries. This book is not .
BUSINESS INTELLIGENCE AND ANALYTICS RAMESH SHARDA DUTawnaDelatorrejs
BUSINESS INTELLIGENCE
AND ANALYTICS
RAMESH SHARDA
DURSUN DELEN
EFRAIM TURBAN
TENTH EDITION
.•
TENTH EDITION
BUSINESS INTELLIGENCE
AND ANALYTICS:
SYSTEMS FOR DECISION SUPPORT
Ramesh Sharda
Oklahoma State University
Dursun Delen
Oklahoma State University
Efraim Turban
University of Hawaii
With contributions by
J.E.Aronson
Tbe University of Georgia
Ting-Peng Liang
National Sun Yat-sen University
David King
]DA Software Group, Inc.
PEARSON
Boston Columbus Indianapolis New York San Francisco Upper Saddle River
Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto
Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo
Editor in Chief: Stephanie Wall
Executive Editor: Bob Horan
Program Manager Team Lead: Ashley Santora
Program Manager: Denise Vaughn
Executive Marketing Manager: Anne Fahlgren
Project Manager Team Lead: Judy Leale
Project Manager: Tom Benfatti
Operations Specialist: Michelle Klein
Creative Director: Jayne Conte
Cover Designer: Suzanne Behnke
Digital Production Project Manager: Lisa
Rinaldi
Full-Service Project Management: George Jacob,
Integra Software
Solution
s.
Printer/Binder: Edwards Brothers Malloy-Jackson
Road
Cover Printer: Lehigh/Phoenix-Hagerstown
Text Font: Garamond
Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook
appear on the appropriate page within text.
Microsoft and/ or its respective suppliers make no representations about the suitability of the information
contained in the documents and related graphics published as part of the services for any purpose. All such
documents and related graphics are provided "as is" without warranty of any kind. Microsoft and/or its
respective suppliers hereby disclaim all warranties and conditions with regard to this information, including
all warranties and conditions of merchantability, whether express, implied or statutory, fitness for a particular
purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for
any special, indirect or consequential damages or any damages whatsoever resulting from loss of use , data or
profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection
with the use or performance of information available from the services.
The documents and related graphics contained herein could include technical inaccuracies or typographical
errors. Changes are periodically added to the information here in. Microsoft and/or its respective suppliers may
make improvements and/or changes in the product(s) and/ or the program(s) described herein at any time.
Partial screen shots may be viewed in full within the software version specified.
Microsoft® Windows®, and Microsoft Office® are registered trademarks of the Microsoft Corporation in the U.S.A.
and other countries. This book is not ...
E-learning in Commonwealth Asian Countries 47 slides pptDrSK Pulist
The Study entitled E-learning in Commonwealth Asia 2013 presents the current scenario of e-Learning in 8 Commonwealth Asian Countries i.e. Bangladesh, Brunei, India, Maldives, Malaysia, Pakistan, Singapore and Sri Lanka.
Heida 2016: (Big) data: Informed Decision Making in Higher EducationStudyPortals
At the Heida Conference in Istanbul, Turkey, StudyPortals' Analytics and Consulting Team presented insights on the effectiveness of international and student recruitment activities. Main question: what data do you need to measure success?
HP Software Performance Tour 2014 - Velocity and quality in the age of the cu...HP Enterprise Italia
During the HP Software Performance Tour 2014 Riccardo Sanna, HP ADM Practice Manager, explained the importance of continuous delivery to ensure better business performance.
A Systematic Review of Usability Studies in Augmented Reality between 2005 an...Dr. Arindam Dey
An invited talk at ISMAR 2016 workshop on Perceptual Issues in Augmented Reality!
Citation:
A Systematic Review of Usability Studies in Augmented Reality between 2005 and 2014
Arindam Dey, Mark Billinghurst, Robert W. Lindeman, J. Edward Swan II
IEEE International Symposium on Mixed and Augmented Reality 2016, Pages: 49-51. Merida, Mexico.
AstraZeneca: A Vision for a Collaborative Clinical EnvironmentVeeva Systems
Slides from AstraZeneca's 2019 Veeva R&D Summit presentation.
After receiving the 2018 Eagle Award for the best sponsor by the Society for Clinical Research Sites (SCRS), AstraZeneca is on an ongoing quest to remain a sponsor of choice for 2019 and beyond. Learn how they are leveraging technology, a unified clinical trial platform, and other strategies to simplify trial conduct at sites.
A primer on how to assess the effectiveness of a space and the services, technology, and activities happening within it -- a post-occupancy evaluation. Originally presented as a webinar for the PKAL Learning Space Collaboratory in November 2014, it briefly explains what a post-occupancy evaluation is, how to do it, and what the benefits are.
Systems Analysis and DesignKenneth E. KendaMikeEly930
System
s A
nalysis and D
esign
K
enneth E. K
endall
Julie E. K
endall
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N
T
H
E
D
IT
IO
N
GLOBAL
EDITION
GLOBAL
EDITION
This is a special edition of an established title widely used by colleges and
universities throughout the world. Pearson published this exclusive edition
for the benefit of students outside the United States and Canada. If you
purchased this book within the United States or Canada, you should be aware
that it has been imported without the approval of the Publisher or Author.
G
L
O
B
A
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The tenth edition of Systems Analysis and Design presents the latest systems
development methods, techniques, and tools in a clear, concise, and engag-
ing manner. Designed to help the reader visually capture a system, the book
demonstrates how meaningful information systems can be created through the
creative application of concepts and rules.
The book also presents the following pedagogical features that enable stu-
dents to apply key concepts to real-world situations:
• Consulting Opportunities are minicases that address and encourage in-depth
discussions of significant and emerging topics in information systems.
• Stylized visual aids such as conceptual diagrams, computer displays, and
paperforms are designed to aid students in understanding complex subject matter.
• HyperCase 2.10 is Web-based, interactive software that presents an original vir-
tual organization in a colorful, three-dimensional graphics environment that allows
students to immerse themselves in organizational life.
• HyperCase Experiences are challenging exercises in each chapter that help
students solve difficult organizational problems such as the development of new
systems, the merging of departments, the hiring of employees, security, ecommerce,
and disaster recovery planning.
Kenneth E. Kendall • Julie E. Kendall
Systems Analysis
and Design
TENTH EDITION
Kendall_10_1292281456_Final.indd 1 06/08/19 3:06 PM
1 SYSTEMS, ROLES, AND DEVELOPMENT METHODOLOGIES
1.1 Healthy Hiring: Ecommerce Help Wanted 41
2 UNDERSTANDING AND MODELING ORGANIZATIONAL SYSTEMS
2.1 The E in Vitamin E Stands for Ecommerce 59
2.2 Where There’s Carbon, There’s a Copy 78
2.3 Pyramid Power 79
3 PROJECT MANAGEMENT
3.1 The Sweetest Sound I’ve Ever Sipped 88
3.2 Veni, Vidi, Vendi, or, “I Came, I Saw, I Sold” 100
3.3 We’re Off to See the Wizards 104
3.4 Food for Thought 109
3.5 Goal Tending 126
4 INFORMATION GATHERING: INTERACTIVE METHODS
4.1 Strengthening Your Question Types 146
4.2 Skimming the Surface 149
4.3 A Systems Analyst, I Presume? 155
4.4 The Unbearable Questionnaire 159
4.5 Order in the Courts 162
5 INFORMATION GATHERING: UNOBTRUSIVE METHODS
5.1 Trapping a Sample 174
5.2 A Rose by Any Other Name...Or Quality, Not Quantities 176
6 AGILE MODELING, PROTOTYPING, AND SCRUM
6.1 Is Prototyping King? 195
6.2 Clearing the Way for Customer Links 198
6.3 To Hatch a Fish 204
6.4 This Prototype Is All Wet 206
7 USING DATA FLOW DIAGRA ...
How Clones Are Maintained? 2007-2017
Lerina Aversano, Luigi Cerulo, Massimiliano Di Penta
Video here: https://zid.aau.at/?q=campustv/saner-2017-mip-award-and-presentation
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...Juraj Vysvader
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I didn't get rich from it but it did have 63K downloads (powered possible tens of thousands of websites).
Unleash Unlimited Potential with One-Time Purchase
BoxLang is more than just a language; it's a community. By choosing a Visionary License, you're not just investing in your success, you're actively contributing to the ongoing development and support of BoxLang.
Need for Speed: Removing speed bumps from your Symfony projects ⚡️Łukasz Chruściel
No one wants their application to drag like a car stuck in the slow lane! Yet it’s all too common to encounter bumpy, pothole-filled solutions that slow the speed of any application. Symfony apps are not an exception.
In this talk, I will take you for a spin around the performance racetrack. We’ll explore common pitfalls - those hidden potholes on your application that can cause unexpected slowdowns. Learn how to spot these performance bumps early, and more importantly, how to navigate around them to keep your application running at top speed.
We will focus in particular on tuning your engine at the application level, making the right adjustments to ensure that your system responds like a well-oiled, high-performance race car.
E-commerce Application Development Company.pdfHornet Dynamics
Your business can reach new heights with our assistance as we design solutions that are specifically appropriate for your goals and vision. Our eCommerce application solutions can digitally coordinate all retail operations processes to meet the demands of the marketplace while maintaining business continuity.
GraphSummit Paris - The art of the possible with Graph TechnologyNeo4j
Sudhir Hasbe, Chief Product Officer, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
First Steps with Globus Compute Multi-User EndpointsGlobus
In this presentation we will share our experiences around getting started with the Globus Compute multi-user endpoint. Working with the Pharmacology group at the University of Auckland, we have previously written an application using Globus Compute that can offload computationally expensive steps in the researcher's workflows, which they wish to manage from their familiar Windows environments, onto the NeSI (New Zealand eScience Infrastructure) cluster. Some of the challenges we have encountered were that each researcher had to set up and manage their own single-user globus compute endpoint and that the workloads had varying resource requirements (CPUs, memory and wall time) between different runs. We hope that the multi-user endpoint will help to address these challenges and share an update on our progress here.
Check out the webinar slides to learn more about how XfilesPro transforms Salesforce document management by leveraging its world-class applications. For more details, please connect with sales@xfilespro.com
If you want to watch the on-demand webinar, please click here: https://www.xfilespro.com/webinars/salesforce-document-management-2-0-smarter-faster-better/
May Marketo Masterclass, London MUG May 22 2024.pdfAdele Miller
Can't make Adobe Summit in Vegas? No sweat because the EMEA Marketo Engage Champions are coming to London to share their Summit sessions, insights and more!
This is a MUG with a twist you don't want to miss.
Quarkus Hidden and Forbidden ExtensionsMax Andersen
Quarkus has a vast extension ecosystem and is known for its subsonic and subatomic feature set. Some of these features are not as well known, and some extensions are less talked about, but that does not make them less interesting - quite the opposite.
Come join this talk to see some tips and tricks for using Quarkus and some of the lesser known features, extensions and development techniques.
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
OpenMetadata Community Meeting - 5th June 2024OpenMetadata
The OpenMetadata Community Meeting was held on June 5th, 2024. In this meeting, we discussed about the data quality capabilities that are integrated with the Incident Manager, providing a complete solution to handle your data observability needs. Watch the end-to-end demo of the data quality features.
* How to run your own data quality framework
* What is the performance impact of running data quality frameworks
* How to run the test cases in your own ETL pipelines
* How the Incident Manager is integrated
* Get notified with alerts when test cases fail
Watch the meeting recording here - https://www.youtube.com/watch?v=UbNOje0kf6E
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
Do you want Software for your Business? Visit Deuglo
Deuglo has top Software Developers in India. They are experts in software development and help design and create custom Software solutions.
Deuglo follows seven steps methods for delivering their services to their customers. They called it the Software development life cycle process (SDLC).
Requirement — Collecting the Requirements is the first Phase in the SSLC process.
Feasibility Study — after completing the requirement process they move to the design phase.
Design — in this phase, they start designing the software.
Coding — when designing is completed, the developers start coding for the software.
Testing — in this phase when the coding of the software is done the testing team will start testing.
Installation — after completion of testing, the application opens to the live server and launches!
Maintenance — after completing the software development, customers start using the software.
A Study of Variable-Role-based Feature Enrichment in Neural Models of CodeAftab Hussain
Understanding variable roles in code has been found to be helpful by students
in learning programming -- could variable roles help deep neural models in
performing coding tasks? We do an exploratory study.
- These are slides of the talk given at InteNSE'23: The 1st International Workshop on Interpretability and Robustness in Neural Software Engineering, co-located with the 45th International Conference on Software Engineering, ICSE 2023, Melbourne Australia
AI Genie Review: World’s First Open AI WordPress Website CreatorGoogle
AI Genie Review: World’s First Open AI WordPress Website Creator
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AI Genie Review: Key Features
✅Creates Limitless Real-Time Unique Content, auto-publishing Posts, Pages & Images directly from Chat GPT & Open AI on WordPress in any Niche
✅First & Only Google Bard Approved Software That Publishes 100% Original, SEO Friendly Content using Open AI
✅Publish Automated Posts and Pages using AI Genie directly on Your website
✅50 DFY Websites Included Without Adding Any Images, Content Or Doing Anything Yourself
✅Integrated Chat GPT Bot gives Instant Answers on Your Website to Visitors
✅Just Enter the title, and your Content for Pages and Posts will be ready on your website
✅Automatically insert visually appealing images into posts based on keywords and titles.
✅Choose the temperature of the content and control its randomness.
✅Control the length of the content to be generated.
✅Never Worry About Paying Huge Money Monthly To Top Content Creation Platforms
✅100% Easy-to-Use, Newbie-Friendly Technology
✅30-Days Money-Back Guarantee
See My Other Reviews Article:
(1) TubeTrivia AI Review: https://sumonreview.com/tubetrivia-ai-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
#AIGenieApp #AIGenieBonus #AIGenieBonuses #AIGenieDemo #AIGenieDownload #AIGenieLegit #AIGenieLiveDemo #AIGenieOTO #AIGeniePreview #AIGenieReview #AIGenieReviewandBonus #AIGenieScamorLegit #AIGenieSoftware #AIGenieUpgrades #AIGenieUpsells #HowDoesAlGenie #HowtoBuyAIGenie #HowtoMakeMoneywithAIGenie #MakeMoneyOnline #MakeMoneywithAIGenie
Atelier - Innover avec l’IA Générative et les graphes de connaissancesNeo4j
Atelier - Innover avec l’IA Générative et les graphes de connaissances
Allez au-delà du battage médiatique autour de l’IA et découvrez des techniques pratiques pour utiliser l’IA de manière responsable à travers les données de votre organisation. Explorez comment utiliser les graphes de connaissances pour augmenter la précision, la transparence et la capacité d’explication dans les systèmes d’IA générative. Vous partirez avec une expérience pratique combinant les relations entre les données et les LLM pour apporter du contexte spécifique à votre domaine et améliorer votre raisonnement.
Amenez votre ordinateur portable et nous vous guiderons sur la mise en place de votre propre pile d’IA générative, en vous fournissant des exemples pratiques et codés pour démarrer en quelques minutes.
5. What UIUC is (not) known for
See Wikipedia
• Not for its skyscrapers, mountains, or shopping centers
• But faculty and alumni invented or co-invented:
• LED; integrated circuit; transistor; pH meter; MRI; plasma screen
• JavaScript; LLVM
• … and founded or co-founded:
• Oracle; YouTube; AMD; PayPal; Yelp!; Tesla Motors; Siebel Systems; Lotus
• Mosaic browser; Netscape; Firefox; Safari; Mortal Kombat
• Delta Air Lines; Beckman Instruments; National Football League; Playboy; …
• … and they got
• 28 Nobel prizes (John Bardeen, the only person to have won twice in Physics)
• 22 Pulitzer prizes
6. EXIT
You are
here!
1st Floor 2nd Floor
4th Floor
Use these room for
- Technical discussions
- Talk preparation
- Interviews
Illini Union
Layout
18. REVIEWING PROCESS
20 desk rejected
1 withdrawn
Reviewing
236 pre-rejected 43 rejected
18
pre-accepted
45 accepted
14 cond. accepted
11 reclassified
495
Abstracts
5
May
367
papers
to review
17
May
Online
Discussion
22
June
PC
Meeting
8-9
July
Papers’
scrutiny
388
Papers
12
May
113
papers
6
July
19. DETAILED OUTCOME
• 65 technical papers (21%), 3 distinguished papers
• 2 experience papers (25%), 1 best paper
• 10 new ideas papers (22%)
• 9 out of 11 technical reclassified as new idea
25. SUBMISSIONS PER COUNTRY
United States
China
Germany
Canada
United Kingdom
Brazil
Singapore
Italy
Australia
Japan
Netherlands
South Korea
India
Austria
Hong Kong
Luxembourg
Spain
France
Switzerland
Norway
Others
# of normalized papers
0 30 60 90 120 150
23
3
3
3
4
5
5
6
6
7
7
8
10
10
11
12
14
15
27
66
123
31. ACCEPTANCE RATE PERTOPIC
Knowledge acquisition and management
Computer-supported cooperative work
Software product line engineering
Domain modeling and meta-modeling
Automated reasoning techniques
Requirements engineering
Program comprehension
Configuration management
Empirical software engineering
Software analysis
Reverse engineering and re-engineering
Software security and trust; data privacy
Mobile app development
Program synthesis & transform., automated repair
Component-based service-oriented systems
Testing, verification, and validation
Maintenance and evolution
Recommender systems for software engineering
Data mining for software engineering
Human-computer interaction
Software visualization
Model-driven development
Software architecture and design
Specification languages
Cloud computing
0% 10% 20% 30% 40% 50% 60% 70%
0%
9%
9%
12%
20%
21%
22%
22%
22%
22%
23%
24%
24%
25%
26%
26%
27%
29%
30%
31%
33%
33%
36%
44%
57%
32. JOURNAL FIRST PAPERS
• Automated Software Engineering Journal (ASEJ) papers
• Published since Jan 2016, no extension of previous work
• 13 invited, 6 accepted the invitation
• Interleaved with the rest of the technical program
Thanks to Robert Hall,ASEJ Editor-In-Chief!
33. TECHNICAL SESSIONS
• Mix of Research, Experience, New Ideas and Journal First papers
• Presentation+Q&A slots
• 10 min. for offline questions at the end of the session
Presentation (long) q&a Pres. (short) q&a Offline q&a
17 min
. . .
8 min 10 min5 min 3 min
36. EXPERT REVIEW PANEL
Sven Apel, Benoit Baudry, Eric Bodden, Cristian Cadar, Sarfraz Khurshid,
Marsha Chechik, Jane Cleland-Huang, Elisabetta Di Nitto, Gordon Fraser,
Milos Gligoric, Mark Grechanik, Paul Grünbacher, John Grundy, Yue Jia,
Yasutaka Kamei, Moonzoo Kim, Mario Linares-Vasquez, Darko Marinov,
Leandro Minku, Sarah Nadi, Shiva Nejati, Sebastiano Panichella, Corina
Pasareanu, Martin Pinzger, Denys Poshyvanyk, Baishakhi Ray, Houari A.
Sahraoui, Giuseppe Scanniello, Kathryn T. Stolee, Gabriele Taentzer, Lin Tan,
NikolaosTsantalis, BurakTurhan, Lu Zhang
37. ADDITIONAL REVIEWERS
Mathieu Acher, Iftekhar Ahmed, Carol Alexandru, Amin Alipour, Paul Ammann, Davide Arcelli, Deniz Arsan, Alberto Bacchelli,
Alexandre Bartel, Edouard Batot, Stefanie Beyer,Thomas Bock, Chris Bogart, Johann Bourcier,Travis Breaux, Romain Brenguier, Caius
Brindescu,Yuriy Brun, Nimrod Busany,Taejoon Byun, Saikat Chakraborty, Souti Chattopadhyay, Junjie Chen, Christina Chung, Andrea
Di Sorbo, Nima Dini, Naipeng Dong, Zhen Dong, Gabriel Ferreira, Eduardo Figueiredo, Maxime Gaillais-Jimenez, Svetoslav Ganov,
Elaheh Ghassabani, Divya Gopinath,Thomas Grassauer, Jianmei Guo,Alex Gyori, Quinn Hanam, Michael Hilton, Johannes Hofmeister,
Bo Hu, Claus Hunsen, Boris Koepf, Pooyan Jamshidi, Harshavardhan Kadiyala, Rajdeep Kambo, Andreas Katis,Wael Kessentini, Ameya
Ketkar, Hyunwoo Kim, Yunho Kim, Sergiy Kolesnikov, Thomas Krismayer, Daniel Kroening, Konstantin Kuznetsov, Duling Lai, Rafael
Leano, Xia Li, Hyunsu Lim, Christian Macho, Muhammad Suleman Mahmood, Dongyu Mao, Reza Matinnejad, Davood Mazinanian,
Jens Meinicke, Eric Mercer, Chihab Mokaddem, Federico Mora, Kevin Moran, Anitha Murugesan, Nicholas Nelson, Yannic Noller,
Fabio Palomba, Matthew Patrick, Or Pistiner, Daniele Di Pompeo, Sebastian Proksch, Lina Qiu, Larissa Rocha, Mehrdad Sabetzadeh,
Ripon Saha, Mohamed Aymen Saied, Adalberto Sampaio Jr., Florian Sattler, Simone Scalabrino, Martin Schäf, Geord Seibt, Rafi
Shalom, August Shi, Seung Yeob Shin, Konrad Slind, Hui Song, Andreas Stahlbauer, Stefan Stanciulescu, Danielle Stewart, Andrea
Stocco, Fang-Hsiang Su, Damian Tamburri, Shin Hwei Tan, Hao Tang, Michael Tautschni, Yuchi Tian, Oksana Tkachuk, Catia Trubiani,
Rachel Tzoref-Brill, Marko Vasic, Christopher Vendome, Michael Vierhauser, C. Aaron Visaggio,Thomas Vogel, Kaiyuan Wang,Yingying
Wang, Cody Watson,Andreas Woelfl, Chu-Pan Wong,Yingfei Xiong, Jie Zhang, Mengshi Zhang, Shurui Zhou, Eugenio Zimeo