Evaluation Methods For Human System Performance Of Intelligent Systems

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Evaluation Methods for Human-System Performance of Intelligent Systems

Author :
Publisher :
ISBN 13 :
Total Pages : 7 pages
Book Rating : 4.:/5 (64 download)

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Book Synopsis Evaluation Methods for Human-System Performance of Intelligent Systems by :

Download or read book Evaluation Methods for Human-System Performance of Intelligent Systems written by and published by . This book was released on 2002 with total page 7 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent systems are becoming more and more of a reality but with the exception of very special purpose systems, completely autonomous systems are not yet the norm. In reality, we need to have humans who monitor the systems, intervening when necessary. As systems increase in intelligence, the goal for human-in-the-loop activities should not be to eliminate the human, but rather to create a human-system partnership with greater capabilities than the individual components. We currently view intelligent systems and the operators or supervisors of these systems as separate components and conduct evaluations in the same vein. For intelligent systems to become more useful and acceptable, we need to consider the "system" as a synergistic composition of software behaviors, possibly embedded in a physical component such as a robot, and the human interacting with this virtual or physical component. Our objective is to design this team interaction in such a way that the intelligence of the team is greater than the intelligence of any one of the parts.

Performance Evaluation and Benchmarking of Intelligent Systems

Author : Raj Madhavan
Publisher : Springer Science & Business Media
ISBN 13 : 144190493X
Total Pages : 351 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Performance Evaluation and Benchmarking of Intelligent Systems by : Raj Madhavan

Download or read book Performance Evaluation and Benchmarking of Intelligent Systems written by Raj Madhavan and published by Springer Science & Business Media. This book was released on 2010-04-29 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: To design and develop capable, dependable, and affordable intelligent systems, their performance must be measurable. Scienti?c methodologies for standardization and benchmarking are crucial for quantitatively evaluating the performance of eme- ing robotic and intelligent systems’ technologies. There is currently no accepted standard for quantitatively measuring the performance of these systems against user-de?ned requirements; and furthermore, there is no consensus on what obj- tive evaluation procedures need to be followed to understand the performance of these systems. The lack of reproducible and repeatable test methods has precluded researchers working towards a common goal from exchanging and communic- ing results, inter-comparing system performance, and leveraging previous work that could otherwise avoid duplication and expedite technology transfer. Currently, this lack of cohesion in the community hinders progress in many domains, such as m- ufacturing, service, healthcare, and security. By providing the research community with access to standardized tools, reference data sets, and open source libraries of solutions, researchers and consumers will be able to evaluate the cost and be- ?ts associated with intelligent systems and associated technologies. In this vein, the edited book volume addresses performance evaluation and metrics for intel- gent systems, in general, while emphasizing the need and solutions for standardized methods. To the knowledge of the editors, there is not a single book on the market that is solely dedicated to the subject of performance evaluation and benchmarking of intelligent systems.

Intelligent Human Systems Integration 2021

Author : Dario Russo
Publisher : Springer Nature
ISBN 13 : 3030680177
Total Pages : 911 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Intelligent Human Systems Integration 2021 by : Dario Russo

Download or read book Intelligent Human Systems Integration 2021 written by Dario Russo and published by Springer Nature. This book was released on 2021-01-25 with total page 911 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents cutting-edge research on innovative human systems integration and human–machine interaction, with an emphasis on artificial intelligence and automation, as well as computational modeling and simulation. It covers a wide range of applications in the area of design, construction and operation of products, systems and services. The book describes advanced methodologies and tools for evaluating and improving interface usability, new models, and case studies and best practices in virtual, augmented and mixed reality systems, with a special focus on dynamic environments. It also discusses various factors concerning the human user, hardware, and artificial intelligence software. Based on the proceedings of the 4th International Conference on Intelligent Human Systems Integration (IHSI 2021), held on February 22–24, 2021, the book also examines the forces that are currently shaping the nature of computing and cognitive systems, such as the need to reduce hardware costs; the importance of infusing intelligence and automation; the trend toward hardware miniaturization and optimization; the need for a better assimilation of computation in the environment; and social concerns regarding access to computers and systems for people with special needs. It offers a timely survey and a practice-oriented reference guide for policy- and decision-makers, human factors engineers, systems developers and users alike.

Intelligent Systems and Applications

Author : Kohei Arai
Publisher : Springer
ISBN 13 : 3030010570
Total Pages : 1292 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Intelligent Systems and Applications by : Kohei Arai

Download or read book Intelligent Systems and Applications written by Kohei Arai and published by Springer. This book was released on 2018-11-07 with total page 1292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gathering the Proceedings of the 2018 Intelligent Systems Conference (IntelliSys 2018), this book offers a remarkable collection of chapters covering a wide range of topics in intelligent systems and computing, and their real-world applications. The Conference attracted a total of 568 submissions from pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer review process, after which 194 (including 13 poster papers) were selected to be included in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have made it possible to tackle many problems more effectively. This branching out of computational intelligence in several directions, and the use of intelligent systems in everyday applications, have created the need for such an international conference, which serves as a venue for reporting on cutting-edge innovations and developments. This book collects both theory and application-based chapters on all aspects of artificial intelligence, from classical to intelligent scope. Readers are sure to find the book both interesting and valuable, as it presents state-of-the-art intelligent methods and techniques for solving real-world problems, along with a vision of future research directions.

New Frontiers in HumanRobot Interaction

Author : Kerstin Dautenhahn
Publisher : John Benjamins Publishing
ISBN 13 : 9027283397
Total Pages : 340 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis New Frontiers in HumanRobot Interaction by : Kerstin Dautenhahn

Download or read book New Frontiers in HumanRobot Interaction written by Kerstin Dautenhahn and published by John Benjamins Publishing. This book was released on 2011-12-21 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human–Robot Interaction (HRI) considers how people can interact with robots in order to enable robots to best interact with people. HRI presents many challenges with solutions requiring a unique combination of skills from many fields, including computer science, artificial intelligence, social sciences, ethology and engineering. We have specifically aimed this work to appeal to such a multi-disciplinary audience. This volume presents new and exciting material from HRI researchers who discuss research at the frontiers of HRI. The chapters address the human aspects of interaction, such as how a robot may understand, provide feedback and act as a social being in interaction with a human, to experimental studies and field implementations of human–robot collaboration ranging from joint action, robots practically and safely helping people in real world situations, robots helping people via rehabilitation and robots acquiring concepts from communication. This volume reflects current trends in this exciting research field.

AI Approaches for Designing and Evaluating Interactive Intelligent Systems

Author : Christophe Kolski
Publisher : Springer Nature
ISBN 13 : 3031539575
Total Pages : 211 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis AI Approaches for Designing and Evaluating Interactive Intelligent Systems by : Christophe Kolski

Download or read book AI Approaches for Designing and Evaluating Interactive Intelligent Systems written by Christophe Kolski and published by Springer Nature. This book was released on with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent Systems and Applications

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3030551806
Total Pages : 815 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Intelligent Systems and Applications by : Kohei Arai

Download or read book Intelligent Systems and Applications written by Kohei Arai and published by Springer Nature. This book was released on 2020-08-25 with total page 815 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book Intelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The Conference attracted a total of 545 submissions from many academic pioneering researchers, scientists, industrial engineers, students from all around the world. These submissions underwent a double-blind peer review process. Of those 545 submissions, 177 submissions have been selected to be included in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have enabled a larger number of problems to be tackled more effectively.This branching out of computational intelligence in several directions and use of intelligent systems in everyday applications have created the need for such an international conference which serves as a venue to report on up-to-the-minute innovations and developments. This book collects both theory and application based chapters on all aspects of artificial intelligence, from classical to intelligent scope. We hope that readers find the volume interesting and valuable; it provides the state of the art intelligent methods and techniques for solving real world problems along with a vision of the future research.

Intelligent Human Systems Integration

Author : Waldemar Karwowski
Publisher : Springer
ISBN 13 : 3319738887
Total Pages : 791 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Intelligent Human Systems Integration by : Waldemar Karwowski

Download or read book Intelligent Human Systems Integration written by Waldemar Karwowski and published by Springer. This book was released on 2017-12-30 with total page 791 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on research on innovative human systems integration and human-machine interaction, with an emphasis on artificial intelligence and automation, as well as computational modeling and simulation. It covers a wide range of applications in the area of design, construction and operation of products, systems and services, including lifecycle development and human-technology interaction. The book describes advanced methodologies and tools for evaluating and improving interface usability, new models, as well as case studies and best practices in virtual, augmented and mixed reality systems, with a special focus on dynamic environments. It also discusses different factors concerning the human, hardware, and artificial intelligence software. Based on the proceedings of the 1st International Conference on Intelligent Human Systems Integration (IHSI 2018), held on January 7-9, 2018, in Dubai, United Arab Emirates, the book also examines the forces that are currently shaping the nature of computing and cognitive systems, such as the need for decreasing hardware costs; the importance of infusing intelligence and automation, and the related trend toward hardware miniaturization and power reduction; the necessity for a better assimilation of computation in the environment; and the social concerns regarding access to computers and systems for people with special needs. It offers a timely survey and a practice-oriented reference guide to policy- and decision-makers, human factors engineers, systems developers and users alike.

The Measure of All Minds

Author : José Hernández-Orallo
Publisher : Cambridge University Press
ISBN 13 : 1316943208
Total Pages : 632 pages
Book Rating : 4.3/5 (169 download)

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Book Synopsis The Measure of All Minds by : José Hernández-Orallo

Download or read book The Measure of All Minds written by José Hernández-Orallo and published by Cambridge University Press. This book was released on 2017-01-11 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are psychometric tests valid for a new reality of artificial intelligence systems, technology-enhanced humans, and hybrids yet to come? Are the Turing Test, the ubiquitous CAPTCHAs, and the various animal cognition tests the best alternatives? In this fascinating and provocative book, José Hernández-Orallo formulates major scientific questions, integrates the most significant research developments, and offers a vision of the universal evaluation of cognition. By replacing the dominant anthropocentric stance with a universal perspective where living organisms are considered as a special case, long-standing questions in the evaluation of behavior can be addressed in a wider landscape. Can we derive task difficulty intrinsically? Is a universal g factor - a common general component for all abilities - theoretically possible? Using algorithmic information theory as a foundation, the book elaborates on the evaluation of perceptual, developmental, social, verbal and collective features and critically analyzes what the future of intelligence might look like.

Complex Intelligent Systems and Their Applications

Author : Fatos Xhafa
Publisher : Springer Science & Business Media
ISBN 13 : 1441916369
Total Pages : 278 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Complex Intelligent Systems and Their Applications by : Fatos Xhafa

Download or read book Complex Intelligent Systems and Their Applications written by Fatos Xhafa and published by Springer Science & Business Media. This book was released on 2010-08-03 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Complex Intelligent Systems and Applications" presents the most up-to-date advances in complex, software intensive and intelligent systems. Each self-contained chapter is the contribution of distinguished experts in areas of research relevant to the study of complex, intelligent, and software intensive systems. These contributions focus on the resolution of complex problems from areas of networking, optimization and artificial intelligence. The book is divided into three parts focusing on complex intelligent network systems, efficient resource management in complex systems, and artificial data mining systems. Through the presentation of these diverse areas of application, the volume provides insights into the multidisciplinary nature of complex problems. Throughout the entire book, special emphasis is placed on optimization and efficiency in resource management, network interaction, and intelligent system design. This book presents the most recent interdisciplinary results in this area of research and can serve as a valuable tool for researchers interested in defining and resolving the types of complex problems that arise in networking, optimization, and artificial intelligence.

Intelligent Human Systems Integration (IHSI 2024): Integrating People and Intelligent Systems

Author : Tareq Ahram
Publisher : AHFE Conference
ISBN 13 : 1958651958
Total Pages : 869 pages
Book Rating : 4.9/5 (586 download)

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Book Synopsis Intelligent Human Systems Integration (IHSI 2024): Integrating People and Intelligent Systems by : Tareq Ahram

Download or read book Intelligent Human Systems Integration (IHSI 2024): Integrating People and Intelligent Systems written by Tareq Ahram and published by AHFE Conference. This book was released on 2024-02-22 with total page 869 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Human Systems Integration 2024 Proceedings of the 7th International Conference on Intelligent Human Systems Integration: Integrating People and Intelligent Systems, Università degli Studi di Palermo, Palermo, Italy, February 22- 24, 2024

Congress on Intelligent Systems

Author : Harish Sharma
Publisher : Springer Nature
ISBN 13 : 9813369817
Total Pages : 815 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Congress on Intelligent Systems by : Harish Sharma

Download or read book Congress on Intelligent Systems written by Harish Sharma and published by Springer Nature. This book was released on 2021-05-27 with total page 815 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of selected papers presented at the First Congress on Intelligent Systems (CIS 2020), held in New Delhi, India during September 5 – 6, 2020. It includes novel and innovative work from experts, practitioners, scientists and decision-makers from academia and industry. It covers topics such as Internet of Things, information security, embedded systems, real-time systems, cloud computing, big data analysis, quantum computing, automation systems, bio-inspired intelligence, cognitive systems, cyber physical systems, data analytics, data/web mining, data science, intelligence for security, intelligent decision making systems, intelligent information processing, intelligent transportation, artificial intelligence for machine vision, imaging sensors technology, image segmentation, convolutional neural network, image/video classification, soft computing for machine vision, pattern recognition, human computer interaction, robotic devices and systems, autonomous vehicles, intelligent control systems, human motor control, game playing, evolutionary algorithms, swarm optimization, neural network, deep learning, supervised learning, unsupervised learning, fuzzy logic, rough sets, computational optimization, and neuro fuzzy systems.

Sociorobot World

Author : Spyros Tzafestas
Publisher : Springer
ISBN 13 : 3319214225
Total Pages : 228 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Sociorobot World by : Spyros Tzafestas

Download or read book Sociorobot World written by Spyros Tzafestas and published by Springer. This book was released on 2015-07-15 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book makes a consolidated guided tour to the world of sociorobots (social or socialized robots). Sociorobots and assistive robots provide entertainment, assistance to the handicapped, companionship to the elderly and health care to autistic children and people with dementia. The book provides, in a fluent educational way, all major concepts, architectures and design methodologies. All types of sociorobots are examined, namely walking anthropomorphic, wheeled anthropomorphic, fixed-place anthropomorphic and zoomorphic sociorobots. The book provides an outline of sociorobot intelligent control architectures, robot learning and human robot interaction.

Engineering Artificially Intelligent Systems

Author : William F. Lawless
Publisher : Springer Nature
ISBN 13 : 3030893855
Total Pages : 291 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Engineering Artificially Intelligent Systems by : William F. Lawless

Download or read book Engineering Artificially Intelligent Systems written by William F. Lawless and published by Springer Nature. This book was released on 2021-11-16 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many current AI and machine learning algorithms and data and information fusion processes attempt in software to estimate situations in our complex world of nested feedback loops. Such algorithms and processes must gracefully and efficiently adapt to technical challenges such as data quality induced by these loops, and interdependencies that vary in complexity, space, and time. To realize effective and efficient designs of computational systems, a Systems Engineering perspective may provide a framework for identifying the interrelationships and patterns of change between components rather than static snapshots. We must study cascading interdependencies through this perspective to understand their behavior and to successfully adopt complex system-of-systems in society. This book derives in part from the presentations given at the AAAI 2021 Spring Symposium session on Leveraging Systems Engineering to Realize Synergistic AI / Machine Learning Capabilities. Its 16 chapters offer an emphasis on pragmatic aspects and address topics in systems engineering; AI, machine learning, and reasoning; data and information fusion; intelligent systems; autonomous systems; interdependence and teamwork; human-computer interaction; trust; and resilience.

Intelligent Systems

Author : Siba K. Udgata
Publisher : Springer Nature
ISBN 13 : 981336081X
Total Pages : 575 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Intelligent Systems by : Siba K. Udgata

Download or read book Intelligent Systems written by Siba K. Udgata and published by Springer Nature. This book was released on 2021-04-19 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features best selected research papers presented at the International Conference on Machine Learning, Internet of Things and Big Data (ICMIB 2020) held at Indira Gandhi Institute of Technology, Sarang, India, during September 2020. It comprises high-quality research work by academicians and industrial experts in the field of machine learning, mobile computing, natural language processing, fuzzy computing, green computing, human–computer interaction, information retrieval, intelligent control, data mining and knowledge discovery, evolutionary computing, IoT and applications in smart environments, smart health, smart city, wireless networks, big data, cloud computing, business intelligence, internet security, pattern recognition, predictive analytics applications in healthcare, sensor networks and social sensing and statistical analysis of search techniques.

Intelligent Systems and Applications

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3030551873
Total Pages : 794 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Intelligent Systems and Applications by : Kohei Arai

Download or read book Intelligent Systems and Applications written by Kohei Arai and published by Springer Nature. This book was released on 2020-08-25 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book Intelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The Conference attracted a total of 545 submissions from many academic pioneering researchers, scientists, industrial engineers, students from all around the world. These submissions underwent a double-blind peer review process. Of those 545 submissions, 177 submissions have been selected to be included in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have enabled a larger number of problems to be tackled more effectively.This branching out of computational intelligence in several directions and use of intelligent systems in everyday applications have created the need for such an international conference which serves as a venue to report on up-to-the-minute innovations and developments. This book collects both theory and application based chapters on all aspects of artificial intelligence, from classical to intelligent scope. We hope that readers find the volume interesting and valuable; it provides the state of the art intelligent methods and techniques for solving real world problems along with a vision of the future research.

A Human-Centered Perspective of Intelligent Personalized Environments and Systems

Author : Bruce Ferwerda
Publisher : Springer Nature
ISBN 13 : 3031551095
Total Pages : 304 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis A Human-Centered Perspective of Intelligent Personalized Environments and Systems by : Bruce Ferwerda

Download or read book A Human-Centered Perspective of Intelligent Personalized Environments and Systems written by Bruce Ferwerda and published by Springer Nature. This book was released on with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zusammenfassung: This book investigates the potential of combining the more quantitative - data-driven techniques with the more qualitative - theory-driven approaches towards the design of user-centred intelligent systems. It seeks to explore the potential of incorporating factors grounded in psychological theory into adaptive/intelligent routines, mechanisms, technologies and innovations. It highlights models, methods and tools that are emerging from their convergence along with challenges and lessons learned. Special emphasis is placed on promoting original insights and paradigms with respect to latest technologies, current research trends, and innovation directions, e.g., incorporating variables derived from psychological theory and individual differences in adaptive intelligent systems so as to increase explainability, fairness, and transparency, and decrease bias during interactions while the control remains with the user