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Modeling, Evaluating, and Predicting IT Human Resources Performance

Modeling, Evaluating, and Predicting IT Human Resources Performance PDF Author: Konstantina Richter
Publisher: CRC Press
ISBN: 1482299933
Category : Computers
Languages : en
Pages : 272

Book Description
Numerous methods exist to model and analyze the different roles, responsibilities, and process levels of information technology (IT) personnel. However, most methods neglect to account for the rigorous application and evaluation of human errors and their associated risks. This book fills that need. Modeling, Evaluating, and Predicting IT Human Resources Performance explains why it is essential to account for the human factor when determining the various risks in the software engineering process. The book presents an IT human resources evaluation approach that is rooted in existing research and describes how to enhance existing approaches through strict use of software measurement and statistical principles and criteria. Discussing IT human factors from a risk assessment point of view, the book identifies, analyzes, and evaluates the basics of IT human performance. It details the IT human factors required to achieve desired levels of human performance prediction. It also provides a rigorous investigation of existing human factors evaluation methods, including IT expertise and Big Five, in combination with powerful statistical methods, such as failure mode and effect analysis (FMEA) and design of experiment (DoE). Supplies an overview of existing methods of human risk evaluation Provides a detailed analysis of IT role-based human factors using the well-known Big Five method for software engineering Models the human factor as a risk factor in the software engineering process Summarizes emerging trends and future directions In addition to applying well-known human factors methods to software engineering, the book presents three models for analyzing psychological characteristics. It supplies profound analysis of human resources within the various software processes, including development, maintenance, and application under consideration of the Capability Maturity Model Integration (CMMI) process level five.

Modeling, Evaluating, and Predicting IT Human Resources Performance

Modeling, Evaluating, and Predicting IT Human Resources Performance PDF Author: Konstantina Richter
Publisher: CRC Press
ISBN: 1482299933
Category : Computers
Languages : en
Pages : 272

Book Description
Numerous methods exist to model and analyze the different roles, responsibilities, and process levels of information technology (IT) personnel. However, most methods neglect to account for the rigorous application and evaluation of human errors and their associated risks. This book fills that need. Modeling, Evaluating, and Predicting IT Human Resources Performance explains why it is essential to account for the human factor when determining the various risks in the software engineering process. The book presents an IT human resources evaluation approach that is rooted in existing research and describes how to enhance existing approaches through strict use of software measurement and statistical principles and criteria. Discussing IT human factors from a risk assessment point of view, the book identifies, analyzes, and evaluates the basics of IT human performance. It details the IT human factors required to achieve desired levels of human performance prediction. It also provides a rigorous investigation of existing human factors evaluation methods, including IT expertise and Big Five, in combination with powerful statistical methods, such as failure mode and effect analysis (FMEA) and design of experiment (DoE). Supplies an overview of existing methods of human risk evaluation Provides a detailed analysis of IT role-based human factors using the well-known Big Five method for software engineering Models the human factor as a risk factor in the software engineering process Summarizes emerging trends and future directions In addition to applying well-known human factors methods to software engineering, the book presents three models for analyzing psychological characteristics. It supplies profound analysis of human resources within the various software processes, including development, maintenance, and application under consideration of the Capability Maturity Model Integration (CMMI) process level five.

The Human Resources Program-Evaluation Handbook

The Human Resources Program-Evaluation Handbook PDF Author: Jack E. Edwards
Publisher: SAGE
ISBN: 9780761923961
Category : Business & Economics
Languages : en
Pages : 600

Book Description
The Human Resources Program-Evaluation Handbook is the first book to present state-of-the-art procedures for evaluating and improving human resources programs. Editors Jack E. Edwards, John C. Scott, and Nambury S. Raju provide a user-friendly yet scientifically rigorous "how to" guide to organizational program-evaluation. Integrating perspectives from a variety of human resources and organizational behavior programs, a wide array of contributing professors, consultants, and governmental personnel successfully link scientific information to practical application. Designed for academics and graduate students in industrial-organizational psychology, human resources management, and business, the handbook is also an essential resource for human resources professionals, consultants, and policy makers.

Publications of the National Bureau of Standards 1977 Catalog

Publications of the National Bureau of Standards 1977 Catalog PDF Author: United States. National Bureau of Standards
Publisher:
ISBN:
Category : Government publications
Languages : en
Pages : 612

Book Description


Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 836

Book Description


Predicted Humans

Predicted Humans PDF Author: Simona Chiodo
Publisher: Taylor & Francis
ISBN: 1040044646
Category : Philosophy
Languages : en
Pages : 142

Book Description
Predicting our future as individuals is central to the role of much emerging technology, from hiring algorithms that predict our professional success (or failure) to biomarkers that predict how long (or short) our healthy (or unhealthy) life will be. Yet, much in Western culture, from scripture to mythology to philosophy, suggests that knowing one’s future may not be in the subject’s best interests and might even lead to disaster. If predicting our future as individuals can be harmful as well as beneficial, why are we so willing to engage in so much prediction, from cradle to grave? This book offers a philosophical answer, reflecting on seminal texts in Western culture to argue that predicting our future renders much of our existence the automated effect of various causes, which, in turn, helps to alleviate the existential burden of autonomously making sense of our lives in a more competitive, demanding, accelerated society. An exploration of our tendency in a technological era to engineer and so rid ourselves of that which has hitherto been our primary reason for being – making life plans for a successful future, while faced with epistemological and ethical uncertainties – Predicted Humans will appeal to scholars of philosophy and social theory with interests in questions of moral responsibility and meaning in an increasingly technological world.

Resources in Education

Resources in Education PDF Author:
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 318

Book Description


Engineering for Sustainability

Engineering for Sustainability PDF Author: Dennis F.X. Mathaisel
Publisher: CRC Press
ISBN: 1466578939
Category : Business & Economics
Languages : en
Pages : 521

Book Description
Sustainability and sustainable development have become popular goals. They have also become wide-ranging terms that can be applied to any entity or enterprise on a local or a global scale for long time periods. As enterprises and systems become more complex and development a support costs increase, the question remains: how does one engineer an ent

Modeling and Simulating Software Architectures

Modeling and Simulating Software Architectures PDF Author: Ralf H. Reussner
Publisher: MIT Press
ISBN: 026203476X
Category : Computers
Languages : en
Pages : 398

Book Description
A new, quantitative architecture simulation approach to software design that circumvents costly testing cycles by modeling quality of service in early design states. Too often, software designers lack an understanding of the effect of design decisions on such quality attributes as performance and reliability. This necessitates costly trial-and-error testing cycles, delaying or complicating rollout. This book presents a new, quantitative architecture simulation approach to software design, which allows software engineers to model quality of service in early design stages. It presents the first simulator for software architectures, Palladio, and shows students and professionals how to model reusable, parametrized components and configured, deployed systems in order to analyze service attributes. The text details the key concepts of Palladio's domain-specific modeling language for software architecture quality and presents the corresponding development stage. It describes how quality information can be used to calibrate architecture models from which detailed simulation models are automatically derived for quality predictions. Readers will learn how to approach systematically questions about scalability, hardware resources, and efficiency. The text features a running example to illustrate tasks and methods as well as three case studies from industry. Each chapter ends with exercises, suggestions for further reading, and “takeaways” that summarize the key points of the chapter. The simulator can be downloaded from a companion website, which offers additional material. The book can be used in graduate courses on software architecture, quality engineering, or performance engineering. It will also be an essential resource for software architects and software engineers and for practitioners who want to apply Palladio in industrial settings.

Generative AI for brain imaging and brain network construction

Generative AI for brain imaging and brain network construction PDF Author: Shuqiang Wang
Publisher: Frontiers Media SA
ISBN: 2832535070
Category : Science
Languages : en
Pages : 129

Book Description


Interdisciplinary Research in Technology and Management

Interdisciplinary Research in Technology and Management PDF Author: Satyajit Chakrabarti
Publisher: CRC Press
ISBN: 100053300X
Category : Technology & Engineering
Languages : en
Pages : 688

Book Description
The conference on ‘Interdisciplinary Research in Technology and Management” was a bold experiment in deviating from the traditional approach of conferences which focus on a specific topic or theme. By attempting to bring diverse inter-related topics on a common platform, the conference has sought to answer a long felt need and give a fillip to interdisciplinary research not only within the technology domain but across domains in the management field as well. The spectrum of topics covered in the research papers is too wide to be singled out for specific mention but it is noteworthy that these papers addressed many important and relevant concerns of the day.