Leveraging the Wisdom of the Crowd in Software Testing

Leveraging the Wisdom of the Crowd in Software Testing
Author: Mukesh Sharma
Publisher: CRC Press
Total Pages: 178
Release: 2014-09-19
Genre: Computers
ISBN: 1482254492

Its scale, flexibility, cost effectiveness, and fast turnaround are just a few reasons why crowdsourced testing has received so much attention lately. While there are a few online resources that explain what crowdsourced testing is all about, there's been a need for a book that covers best practices, case studies, and the future of this technique. Filling this need, Leveraging the Wisdom of the Crowd in Software Testing shows you how to leverage the wisdom of the crowd in your software testing process. Its comprehensive coverage includes the history of crowdsourcing and crowdsourced testing, implementation practices, and future trends. The book discusses best practices in implementation-explaining what, when, and how to crowdsource in a testing effort. It also includes case studies that illustrate how both product and service companies have successfully applied crowdsourcing in their testing programs. Explaining how to use the combined advantages of crowdsourcing and cloud computing for software testing, the book examines various engagement models in which you could implement crowdsourced testing. It addresses effective defect management in crowdsourced testing and considers both the business and engineering aspects of crowdsourced testing. The book explores the challenges, limitations, and situations when crowdsourced testing will not work and provides powerful best practices for mitigating the constraints and challenges, including how to build a crowdsourcing platform to test software products. Covering career opportunities for crowd testers, the book concludes by taking a look at the need to build a crowdsourced testing ecosystem, who the players of such an ecosystem would be, and who would need to champion such an effort.

Advanced Computing

Advanced Computing
Author: Deepak Garg
Publisher: Springer Nature
Total Pages: 375
Release: 2021-02-10
Genre: Computers
ISBN: 9811604045

This two-volume set (CCIS 1367-1368) constitutes reviewed and selected papers from the 10th International Advanced Computing Conference, IACC 2020, held in December 2020. The 65 full papers and 2 short papers presented in two volumes were thorougly reviewed and selected from 286 submissions. The papers are organized in the following topical sections: Application of Artificial Intelligence and Machine Learning in Healthcare; Using Natural Language Processing for Solving Text and Language related Applications; Using Different Neural Network Architectures for Interesting applications; ​Using AI for Plant and Animal related Applications.- Applications of Blockchain and IoT.- Use of Data Science for Building Intelligence Applications; Innovations in Advanced Network Systems; Advanced Algorithms for Miscellaneous Domains; New Approaches in Software Engineering.

Contemporary Empirical Methods in Software Engineering

Contemporary Empirical Methods in Software Engineering
Author: Michael Felderer
Publisher: Springer Nature
Total Pages: 525
Release: 2020-08-27
Genre: Computers
ISBN: 3030324893

This book presents contemporary empirical methods in software engineering related to the plurality of research methodologies, human factors, data collection and processing, aggregation and synthesis of evidence, and impact of software engineering research. The individual chapters discuss methods that impact the current evolution of empirical software engineering and form the backbone of future research. Following an introductory chapter that outlines the background of and developments in empirical software engineering over the last 50 years and provides an overview of the subsequent contributions, the remainder of the book is divided into four parts: Study Strategies (including e.g. guidelines for surveys or design science); Data Collection, Production, and Analysis (highlighting approaches from e.g. data science, biometric measurement, and simulation-based studies); Knowledge Acquisition and Aggregation (highlighting literature research, threats to validity, and evidence aggregation); and Knowledge Transfer (discussing open science and knowledge transfer with industry). Empirical methods like experimentation have become a powerful means of advancing the field of software engineering by providing scientific evidence on software development, operation, and maintenance, but also by supporting practitioners in their decision-making and learning processes. Thus the book is equally suitable for academics aiming to expand the field and for industrial researchers and practitioners looking for novel ways to check the validity of their assumptions and experiences. Chapter 17 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

The Wisdom of Crowds

The Wisdom of Crowds
Author: James Surowiecki
Publisher: Anchor
Total Pages: 335
Release: 2005-08-16
Genre: Business & Economics
ISBN: 0307275051

In this fascinating book, New Yorker business columnist James Surowiecki explores a deceptively simple idea: Large groups of people are smarter than an elite few, no matter how brilliant—better at solving problems, fostering innovation, coming to wise decisions, even predicting the future. With boundless erudition and in delightfully clear prose, Surowiecki ranges across fields as diverse as popular culture, psychology, ant biology, behavioral economics, artificial intelligence, military history, and politics to show how this simple idea offers important lessons for how we live our lives, select our leaders, run our companies, and think about our world.

Code with the Wisdom of the Crowd

Code with the Wisdom of the Crowd
Author: Mark Pearl
Publisher: Pragmatic Bookshelf
Total Pages: 234
Release: 2018-07-05
Genre: Computers
ISBN: 1680506307

Build systems faster and more effectively with Mob Programming. Mob Programming is an approach to developing software that radically reduces defects and key-person dependencies by having a group of people work together at a single machine. See how to avoid the most common pitfalls that teams make when first starting out. Discover what it takes to create and support a successful mob. Now you can take collaborative programming to the next level with Mob Programming. Mob Programming is a natural extension of the popular Pair Programming concept, and is not restricted to a specific programming language or technology. It can be used by anyone who develops software, including dev leads, software developers, and agile coaches. The more people working on a bug or feature results in fewer dependencies on individuals, and overall increased learning for everyone involved. With more eyes on the code, you'll find you develop better solutions with fewer defects. Set up your team for success by introducing Mob Programming in a way that benefits them. Create a good first Mobbing experience for your team with a template that avoids the common traps beginners may fall into. Master a collaborative and empathic mindset to help optimize the Mobbing experience. Learn how to make adjustments when things go wrong. Adapt your mobbing to different types of development tasks. Get management buy-in for your Mobbing experiment by demonstrating the benefits. Discover the equipment and resources you need, and how to adjust your workspace for an effective mob. Get important features to market sooner, squish bugs faster, and collaborate better today with Mob Programming. What You Need: All you need is three or more programmers, a meeting workspace that's large enough to accommodate your mob, and a computer on which to work.

The Art of Software Testing

The Art of Software Testing
Author: Glenford J. Myers
Publisher: John Wiley & Sons
Total Pages: 254
Release: 2004-07-22
Genre: Reference
ISBN: 047167835X

This long-awaited revision of a bestseller provides a practical discussion of the nature and aims of software testing. You'll find the latest methodologies for the design of effective test cases, including information on psychological and economic principles, managerial aspects, test tools, high-order testing, code inspections, and debugging. Accessible, comprehensive, and always practical, this edition provides the key information you need to test successfully, whether a novice or a working programmer. Buy your copy today and end up with fewer bugs tomorrow.

Get Bold

Get Bold
Author: Sandy Carter
Publisher: Pearson Education
Total Pages: 288
Release: 2011-09-11
Genre: Business & Economics
ISBN: 0132618486

“For crying out loud, IBM ‘gets’ social media. Don’t you think it’s about time that you do? This is the book to get you started.” --Guy Kawasaki, author of Enchantment “Get Bold is...a book to be embraced, studied, and implemented.” --Jeffrey Gitomer, author of The Little Red Book of Selling and Social BOOM! With Forewords by Charlene Li, author of Open Leadership, and Mike Rhodin, Sr. Vice President, IBM SWG Solutions How to Drive Maximum Business Value from Social Media! From Sandy Carter, one of the leaders of IBM’s groundbreaking Social Business initiative A complete framework, practical examples, and expert guidance for executing on YOUR Social Business AGENDA: Align organizational goals and culture Gain social trust Engage through experiences Network your business processes Design for reputation and risk management Analyze your data ...and win! Using social media, tools, and techniques, you can build a profound Social Business: one that is more dynamic, collaborative, efficient, and customer-driven--and far more successful. To capitalize on this monumental opportunity, however, you must deeply infuse the techniques and ethos of social collaboration throughout your organization. In Get Bold, IBM social media pioneer Sandy Carter presents a comprehensive framework for transforming your business into a winning Social Business. Carter’s proven six-step AGENDA addresses goals, culture, governance, listening, trust, engagement, experience, processes, reputation/risk management, analytics, and even globalization. Packed with detailed workstreams, expert guidance, and real case studies, Get Bold can help you radically improve the way you operate--in areas ranging from innovation to cost reduction, customer relationships to talent management. Identify the transformations needed to become a Social Business More fully leverage internal and external networks you already have Engage customers with “integrated, interactive, and identifying” experiences Use social techniques to streamline, extend, and improve your processes Manage the risks of deeper connections with clients and employees Analyze and socialize data to discover what’s happening and predict what’s coming

Predictive Analytics in System Reliability

Predictive Analytics in System Reliability
Author: Vijay Kumar
Publisher: Springer Nature
Total Pages: 286
Release: 2022-09-08
Genre: Mathematics
ISBN: 3031053478

This book provides engineers and researchers knowledge to help them in system reliability analysis using machine learning, artificial intelligence, big data, genetic algorithm, information theory, multi-criteria decision making, and other techniques. It will also be useful to students learning reliability engineering. The book brings readers up to date with how system reliability relates to the latest techniques of AI, big data, genetic algorithm, information theory, and multi-criteria decision making and points toward future developments in the subject.

Software Engineering Perspectives in Intelligent Systems

Software Engineering Perspectives in Intelligent Systems
Author: Radek Silhavy
Publisher: Springer Nature
Total Pages: 1167
Release: 2020-12-15
Genre: Technology & Engineering
ISBN: 3030633225

This book constitutes the refereed proceedings of the 4th Computational Methods in Systems and Software 2020 (CoMeSySo 2020) proceedings. Software engineering, computer science and artificial intelligence are crucial topics for the research within an intelligent systems problem domain. The CoMeSySo 2020 conference is breaking the barriers, being held online. CoMeSySo 2020 intends to provide an international forum for the discussion of the latest high-quality research results.