Confluence of Artificial Intelligence and Robotic Process Automation

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Author :
Publisher : Springer Nature
ISBN 13 : 9811982961
Total Pages : 417 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Confluence of Artificial Intelligence and Robotic Process Automation by : Siddhartha Bhattacharyya

Download or read book Confluence of Artificial Intelligence and Robotic Process Automation written by Siddhartha Bhattacharyya and published by Springer Nature. This book was released on 2023-03-13 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a detailed insight into Robotic Process Automation (RPA) technologies linked with AI that will help organizations implement Industry 4.0 procedures. RPA tools enhance their functionality by incorporating AI objectives, such as use of artificial neural network algorithms, text mining techniques, and natural language processing techniques for information extraction and the subsequent process of optimization and forecasting scenarios for the purpose of improving an organization's operational and business processes. The target readers of this book are researchers, professors, graduate students, scientists, policymakers, professionals, and developers working in the IT and ITeS sectors, i.e. people who are working on emerging technologies. This book also provides insights and decision support tools necessary for executives concerned with different industrial and organizational automation-centric jobs, knowledge dissemination, information, and policy development for automation in different educational, government, and non-government organizations. This book is of special interest to college and university educators who teach AI, machine learning, blockchain, business intelligence, cognitive intelligence, and brain intelligence courses in different capacities.

Confluence of Artificial Intelligence and Robotic Process Automation

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Author :
Publisher :
ISBN 13 : 9789811982972
Total Pages : 0 pages
Book Rating : 4.9/5 (829 download)

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Book Synopsis Confluence of Artificial Intelligence and Robotic Process Automation by :

Download or read book Confluence of Artificial Intelligence and Robotic Process Automation written by and published by . This book was released on 2023-03-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Artificial Intelligence and Robotic Process Automation

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Author :
Publisher : Anthem Press
ISBN 13 : 178527497X
Total Pages : 187 pages
Book Rating : 4.7/5 (852 download)

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Book Synopsis Handbook of Artificial Intelligence and Robotic Process Automation by : Al Naqvi

Download or read book Handbook of Artificial Intelligence and Robotic Process Automation written by Al Naqvi and published by Anthem Press. This book was released on 2020-11-27 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: President Putin’s explicit declaration that the country that makes progress in artificial intelligence will rule the world has launched a new race for dominance. In this era of cognitive competition and total automation, every country understands that it must rapidly adopt AI or go bust. To stay competitive a country must have a strategy. But how should a government proceed? What areas it must focus on? Where should it even start? This book provides answers to these important, yet pertinent, questions and more. Presenting the viewpoints of global experts and thought leaders on key issues relating to AI and government policies, this book directs us to the future.

Robotic Process Automation

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Author :
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 311067677X
Total Pages : 373 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Robotic Process Automation by : Christian Czarnecki

Download or read book Robotic Process Automation written by Christian Czarnecki and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-05-10 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together experts from research and practice. It includes the design of innovative Robot Process Automation (RPA) concepts, the discussion of related research fields (e.g., Artificial Intelligence, AI), the evaluation of existing software products, and findings from real-life implementation projects. Similar to the substitution of physical work in manufacturing (blue collar automation), Robotic Process Automation tries to substitute intellectual work in office and administration processes with software robots (white-collar automation). The starting point for the development of RPA was the observation that – despite the use of process-oriented enterprise systems (such as ERP, CRM and BPM systems) – additional manual activities are still indispensable today. In the RPA approach, these manual activities are learned and automated by software robots, either by defining rules or by observing manual activities. RPA is related to business process management, machine learning, and artificial intelligence. Tools for RPA originated from dedicated stand-alone software. Today, RPA functionalities are also integrated into elaborated process management suites. From a conceptual perspective, RPA can be structured into input components (sensors in the wide sense), an intelligence center, and output components (actuators in the wide sense). From a strategic perspective, the impact of RPA can be related to the support of existing tasks, the complete substitution of human activities, and the innovation of processes as well as business models. At present, high expectations are related to the use of RPA in the improvement of software-supported business processes. Manual activities are learned and automated by software robots that interact with existing applications via the presentation layer. In combination with artificial intelligence (AI) as well as innovative interfaces (e. g., voice recognition) RPA creates a novel level of automation for office and administration processes. Its benefit potential reaches a return on investment (ROI) up-to 800% that is documented in various case studies.

Intelligent Automation

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Author :
Publisher : CRC Press
ISBN 13 : 1003804020
Total Pages : 257 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Intelligent Automation by : Marie Myers

Download or read book Intelligent Automation written by Marie Myers and published by CRC Press. This book was released on 2023-11-13 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since prehistoric times, humans have invented ways to simplify daily activities to improve productivity. The most recent milestone in this journey is robotic process automation (RPA), helping to build software robots that can be leveraged to automate mundane and repetitive tasks that can be labor-intensive and prone to errors. In recent years, RPA has been integrated with emerging artificial intelligence (AI) and machine learning (ML) technologies to create what is referred to as intelligent automation (IA), emulating human actions and decision-making abilities. This book addresses the critical questions about the rise, usage, and future of IA practices. This book is structured by general personas considered as its primary target audience, ranging from: Early-stage practitioners seeking to learn effective management of IA programs Established IA practitioners seeking to drive maturity and scale Business leaders seeking to understand how to drive business value using IA Practitioners or academicians seeking to collaborate This book is strongly recommended for practitioners seeking to plan, implement, and scale IA practices in their organization and for researchers and students who intend to study strategy, implementation, and management of IA practice to accelerate the digital transformation agenda.

Intelligent Automation Simplified

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Publisher : BPB Publications
ISBN 13 : 9391392547
Total Pages : 217 pages
Book Rating : 4.3/5 (913 download)

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Book Synopsis Intelligent Automation Simplified by : DEBANJANA DASGUPTA

Download or read book Intelligent Automation Simplified written by DEBANJANA DASGUPTA and published by BPB Publications. This book was released on 2021-11-02 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to understand the potential of Intelligent Automation across businesses and enterprises. KEY FEATURES ● A comprehensive discussion of key concepts, techniques, and key elements of intelligent automation. ● Expert coverage on combining various technologies, including RPA, AI, Blockchain, and IoT. ● Includes case studies and use cases for successful automation applications. ● Precise guidance on how to scale automation in enterprises. DESCRIPTION 'Intelligent Automation Simplified' guides tech professionals to take a much more simplified and sophisticated step towards developing intelligent automation. This book will explain the basic concepts of smart automation and how to put it into practice for a company. This book explores each stage of automation design and explains how these automation fragments can be brought together in the end-to-end automation of workflow. This book discusses numerous examples and scenarios that will help relate and understand how technology can be used in real life to solve business problems. This book provides a lot of information and insights and helps readers grasp the methodology used to develop an automation solution correctly. With detailed illustrations and real use-cases, you will be able to easily create smart automation solutions and practice how to modify them. Towards the end, the book describes how smart automation expands in a company and discusses the various strategies for large-scale use. The book also highlights the latest trends in intelligent automation and its progress into the future of work. WHAT YOU WILL LEARN ● Learn about the essential and primary components of intelligent automation. ● Investigate the capabilities of RPA and AI in the development of Intelligent Automation solutions. ● Recognize the factors that will help you choose the best processes for automation. ● Learn how to use the framework to create an Intelligent Automation solution. ● Create a blueprint to scale automation in the enterprise. ● Discover the most recent Intelligent Automation trends from industry experts. WHO THIS BOOK IS FOR This book is intended for current and future technical professionals who want to learn about Intelligent Automation, plan, and implement it in an enterprise or consult with clients. Readers should be familiar with the software development workflow and have a basic understanding of advanced technologies such as AI and RPA. TABLE OF CONTENTS 1. Introduction to Intelligent Automation 2. Robotic Process Automation 3. Artificial Intelligence in Automation 4. Other technologies in Automation 5. Intelligent Automation Use cases 6. Enterprise Automation Journey 7. Intelligent Automation – Trends and the future

Advanced AI and Internet of Health Things for Combating Pandemics

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Author :
Publisher : Springer Nature
ISBN 13 : 3031286316
Total Pages : 397 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Advanced AI and Internet of Health Things for Combating Pandemics by : Mohamed Lahby

Download or read book Advanced AI and Internet of Health Things for Combating Pandemics written by Mohamed Lahby and published by Springer Nature. This book was released on 2023-07-24 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest research, theoretical methods, and novel applications in the field of Health 5.0. The authors focus on combating COVID-19 or other pandemics through facilitating various technological services. The authors discuss new models, practical solutions, and technological advances related to detecting and analyzing COVID-19 or other pandemic based on machine intelligence models and communication technologies. The aim of the coverage is to help decision-makers, managers, professionals, and researchers design new paradigms considering the unique opportunities associated with computational intelligence and Internet of Medical Things (IoMT). This book emphasizes the need to analyze all the information through studies and research carried out in the field of computational intelligence, communication networks, and presents the best solutions to combat COVID and other pandemics.

Complex AI Dynamics and Interactions in Management

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Publisher : IGI Global
ISBN 13 :
Total Pages : 384 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Complex AI Dynamics and Interactions in Management by : Figueiredo, Paula Cristina Nunes

Download or read book Complex AI Dynamics and Interactions in Management written by Figueiredo, Paula Cristina Nunes and published by IGI Global. This book was released on 2024-02-19 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) permeates our daily lives, revolutionizing routine tasks. However, the profound implications of AI on business management demand meticulous scrutiny. Leaders and organizations must proactively shape strategies to align with the tenets of this new era. This necessitates a commitment to innovatively amalgamate data, technology, design, and human expertise to address real-world challenges on a large scale. Beyond concerns about the future of work and potential job displacement due to automation, societal readiness at all levels becomes paramount for AI to benefit humanity. Complex AI Dynamics and Interactions in Management guides leaders and organizations navigating this transformative era. It facilitates a seamless transition by advocating successful AI initiatives, discerning optimal opportunities, fostering diverse expert teams, conducting strategic experiments, and crafting solutions that contribute to the benefit of both the organization and society. This book is a valuable resource for managers and decision-makers, providing insights on leveraging AI to enhance business sustainability. This initiative allows collaboration among stakeholders, including professionals from public and private sectors, human resources specialists, data experts, and academics from various countries.

Intelligent Automation

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Publisher :
ISBN 13 : 9781716519765
Total Pages : 432 pages
Book Rating : 4.5/5 (197 download)

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Book Synopsis Intelligent Automation by : Pascal Bornet

Download or read book Intelligent Automation written by Pascal Bornet and published by . This book was released on 2020-10-11 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: TESTIMONIALS: "One of the most important books of our times!" - Bernard Marr, "An essential reading for anybody who cares about the future of work" - Arianna Huffington, "This insightful and practical guidebook is instrumental for success in the Fourth Industrial Revolution" - Klaus Schwab, founder of the World Economic Forum, "An insightful exploration of Intelligent Automation" - Dr. Kai-Fu Lee, Author of NYT Bestseller "AI Superpowers", "This field guide is essential reading" - Gartner, "Masterful insight, this book is more relevant than ever" - HFS, "This book needed to be written" - Forrester. ABOUT THE BOOK: This is the first reference book on Intelligent Automation (IA). Also called Hyperautomation, it is one of the most recent trends in the field of artificial intelligence. IA is a cutting-edge combination of methods and technologies, involving people, organizations, machine learning, low-code platforms, robotic process automation (RPA), and more. This book is for everyone - whether you are an experienced practitioner, new to the topic, or simply interested in what the future holds for enterprises, work, life, and society as a whole. Key content of the book: - What is Intelligent Automation (IA)? Why has the use of IA been expanding so rapidly? What are the benefits it unleashes for employees, companies, customers, and society? - How have leading organizations been able to harness the full potential of IA, at scale, and generate massive efficiency gains in the range of 20 to 60%? - How can IA save 10+ million lives per year, triple our global budget for education, eliminate hunger, help protect our planet, or increase the resilience of society to pandemics and crises? What you will get from this book: - Get the lessons learned from 100+ IA transformation successes (and failures). - Benefit from the largest publicly available library of 500+ IA use cases by industry and by business function. - Gain access to insights garnered from 200+ IA industry experts. Read more about this book: www.intelligentautomationbook.com. WHY THIS BOOK? While many books have been published on AI, machine learning, or robotics, a comprehensive reference guidebook had never yet been written on the topic of IA. Also, it seemed essential to us to work towards establishing IA as a field, with its own frameworks, use cases, methods, and critical success factors.

INTELLIGENT AUTOMATION

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Author :
Publisher : Pascal Bornet
ISBN 13 :
Total Pages : 430 pages
Book Rating : 4.6/5 (918 download)

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Book Synopsis INTELLIGENT AUTOMATION by : Pascal Bornet

Download or read book INTELLIGENT AUTOMATION written by Pascal Bornet and published by Pascal Bornet. This book was released on 2020-10-14 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: TESTIMONIALS “One of the most important books of our times!” – Bernard Marr “An essential reading for anybody who cares about the future of work” – Arianna Huffington "This insightful and practical guidebook is instrumental for success in the Fourth Industrial Revolution” – Klaus Schwab, founder of the World Economic Forum “An insightful exploration of Intelligent Automation” – Dr. Kai-Fu Lee, Author of NYT Bestseller "AI Superpowers" “This field guide is essential reading” – Gartner “Masterful insight, this book is more relevant than ever” – HFS “This book needed to be written” – Forrester ABOUT THE BOOK This is the first book on Intelligent Automation (IA). Also called Hyperautomation, it is one of the most recent trends in the field of artificial intelligence. IA is a cutting-edge combination of methods and technologies, involving people, organizations, machine learning, low-code platforms, robotic process automation (RPA), and more. This book is for everyone – whether you are an experienced practitioner, new to the topic, or simply interested in what the future holds for enterprises, work, life, and society as a whole. Key content of the book: > What is Intelligent Automation (IA)? Why has the use of IA been expanding so rapidly? What are the benefits it unleashes for employees, companies, customers, and society? > How have leading organizations been able to harness the full potential of IA, at scale, and generate massive efficiency gains in the range of 20 to 60%? > How can IA save 10+ million lives per year, triple our global budget for education, eliminate hunger, help protect our planet, or increase the resilience of society to pandemics and crises? What you will get from this book: > Get the lessons learned from 100+ IA transformation successes (and failures) > Benefit from the largest publicly available library of 500+ IA use cases by industry and by business function > Gain access to insights garnered from 200+ IA industry experts Read more about this book: www.intelligentautomationbook.com and get it on Amazon: https://www.amazon.fr/dp/B08KFLY51Y WHY THIS BOOK? While many books have been published on AI, machine learning, or robotics, a comprehensive reference guidebook had never yet been written on the topic of IA. Also, it seemed essential to us to work towards establishing IA as a field, with its own frameworks, use cases, methods, and critical success factors. ABOUT THE AUTHORS Pascal Bornet is a recognized global expert, thought leader, and pioneer in the field of intelligent automation (IA). He founded and led the IA practices for Mckinsey & Company and Ernst & Young (EY), where he drove hundreds of IA transformations across industries. Bornet is a member of the Forbes Technology Council, and he was awarded Global Top Voice in Technology 2019. lan Barkin is Chief Strategy & Marketing Officer at SYKES. He is a globally recognized thought leader and veteran in the IA space. Barkin co-founded Symphony Ventures, a pure-play IA consulting company providing cutting-edge services across all sectors. In 2018, the company was acquired for US$69 million by SYKES, a NASDAQ-listed global leader. Dr. Jochen Wirtz is Vice-Dean MBA Programmes at the National University of Singapore Business School, and Professor of Marketing. He is a well-known and highly acclaimed author with more than 20 books published, including "Services Marketing - People, Technology, Strategy". His research has been published in over 100 academic journal articles, and he received over 40 awards.

Research Challenges in Information Science

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Publisher : Springer Nature
ISBN 13 : 3031594681
Total Pages : 190 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Research Challenges in Information Science by : João Araújo

Download or read book Research Challenges in Information Science written by João Araújo and published by Springer Nature. This book was released on with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Human-Centric Smart Computing

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Author :
Publisher : Springer Nature
ISBN 13 : 9819977118
Total Pages : 703 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Human-Centric Smart Computing by : Siddhartha Bhattacharyya

Download or read book Human-Centric Smart Computing written by Siddhartha Bhattacharyya and published by Springer Nature. This book was released on with total page 703 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Information and Communication

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Publisher : Springer Nature
ISBN 13 : 3031539605
Total Pages : 735 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Advances in Information and Communication by : Kohei Arai

Download or read book Advances in Information and Communication written by Kohei Arai and published by Springer Nature. This book was released on with total page 735 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Future of Intelligent Automation

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Author :
Publisher :
ISBN 13 :
Total Pages : 72 pages
Book Rating : 4.6/5 (429 download)

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Book Synopsis The Future of Intelligent Automation by : Elijah Falode

Download or read book The Future of Intelligent Automation written by Elijah Falode and published by . This book was released on 2020-09-21 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the 1800s, automation has been assisting humans in taking up roles in different industries like finance, travels, healthcare, education, and different sectors of life. This invention has developed to what we now see as intelligent automation because of its major capacity to learn and adapt to novel situations through a process called deep learning. Today, intelligent automation is performing amazing roles and making life much easier for us.Intelligent automation is deployed for tasks such as customer care, fraud identification, teaching, and facial recognition. Because it's making so much impact in today's world, we're tempted to seek the future of automation.The future of automation is roped with the certainty of robotic software, not just being automated but intelligent. The future will have humans engaged in major roles such as programming, creativity, and supervision because automation has become highly intelligent enough to finish up simple and complex tasks.Welcome to the Intelligent Automation Adventure!

Robotic Process Automation Projects

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1839210958
Total Pages : 380 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis Robotic Process Automation Projects by : Nandan Mullakara

Download or read book Robotic Process Automation Projects written by Nandan Mullakara and published by Packt Publishing Ltd. This book was released on 2020-05-26 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn RPA by building business solutions such as ERP and CRM automation, software robots, and intelligent process automation from scratch Key FeaturesUse popular RPA tools Automation Anywhere A2019 and UiPath, for real-world task automationBuild automation solutions for domains such as System Administration, Finance, HR, Supply Chain, and Customer RelationsExtend your RPA capabilities by implementing Intelligent process automation with APIs and AIBook Description Robotic Process automation helps businesses to automate monotonous tasks that can be performed by machines. This project-based guide will help you progress through easy to more advanced RPA projects. You'll learn the principles of RPA and how to architect solutions to meet the demands of business automation, along with exploring the most popular RPA tools - UiPath and Automation Anywhere. In the first part, you'll learn how to use UiPath by building a simple helpdesk ticket system. You'll then automate CRM systems by integrating Excel data with UiPath. After this, the book will guide you through building an AI-based social media moderator using Google Cloud Vision API. In the second part, you'll learn about Automation Anywhere's latest Cloud RPA platform (A2019) by creating projects such as an automated ERP administration system, an AI bot for order and invoice processing, and an automated emergency notification system for employees. Later, you'll get hands-on with advanced RPA tasks such as invoking APIs, before covering complex concepts such as Artificial Intelligence (AI) and machine learning in automation to take your understanding of RPA to the next level. By the end of the book, you'll have a solid foundation in RPA with experience in building real-world projects. What you will learnExplore RPA principles, techniques, and tools using an example-driven approachUnderstand the basics of UiPath by building a helpdesk ticket generation systemAutomate read and write operations from Excel in a CRM system using UiPathBuild an AI-based social media moderator platform using Google Cloud Vision API with UiPathExplore how to use Automation Anywhere by building a simple sales order processing systemBuild an automated employee emergency reporting system using Automation AnywhereTest your knowledge of building an automated workflow through fun exercisesWho this book is for This RPA book is for enterprise application developers, software developers, business analysts, or any professional who wants to implement RPA across various domains of the business. The book assumes some understanding of enterprise systems. Computer programming experience will also be beneficial.

Innovations, Disruptions and Future Trends in the Global Construction Industry

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Author :
Publisher : Taylor & Francis
ISBN 13 : 1040044174
Total Pages : 296 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Innovations, Disruptions and Future Trends in the Global Construction Industry by : Temitope Omotayo

Download or read book Innovations, Disruptions and Future Trends in the Global Construction Industry written by Temitope Omotayo and published by Taylor & Francis. This book was released on 2024-06-07 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations, Disruptions and Future Trends in the Global Construction Industry examines current and futuristic developments in the construction industry hinged on the construction industrial fourth and fifth revolution, otherwise known as construction industry 4.0 and 5.0. This book provides a wide range of expert views and case studies on the future of the construction industry from the perspectives of researchers and practitioners in various fields of study from business management, psychology, sociology, engineering, behavioural studies and computer sciences. The book provides documentary evidence of how the construction industry has changed post-COVID-19 pandemic in terms of design, planning, management, construction, the behaviour of construction professionals, research in the built environment, and new interactions of built environment practitioners with other professionals from computer science, finance, business management, and engineering. The evidence provided in this book can help decision makers in the construction sector and associated industries to understand human interaction in the construction sector and inspire new research directions. Furthermore, the book will map potential future paradigms for the construction industry and the preparedness of construction professionals, teams, and organisations for coming changes. This book is of interest to a wide audience of postgraduate students, academics, researchers, and industry professionals in the built environment, finance, project management, engineering, and policy makers.

Generative AI and Multifactor Productivity in Business

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 302 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Generative AI and Multifactor Productivity in Business by : Adedoyin, Festus Fatai

Download or read book Generative AI and Multifactor Productivity in Business written by Adedoyin, Festus Fatai and published by IGI Global. This book was released on 2024-04-26 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: As organizations grapple with the challenges of a dynamic market, the integration of Artificial Intelligence (AI) emerges not only as a technological progression but a strategic necessity. The transformative potential of AI, particularly through OpenAI, holds the promise of redefining operational paradigms, accelerating innovation, and unlocking unprecedented growth opportunities. However, lurking beneath this promise are challenges that demand urgent attention – from tailoring relevance for specific business units to ethical and safe integration practices. The specifics of how OpenAI can amplify labor productivity and enhance decision-making processes remain elusive. Generative AI and Multifactor Productivity in Business offers a guide surrounding the complexities of OpenAI's role in business operations. It contends that understanding OpenAI is not just beneficial; it is essential for organizations seeking to navigate economic uncertainties and unlock high levels of efficiency and growth. The book delves into the effects of OpenAI on business, with a primary objective of illuminating the scholarly and practitioner-based contributions that push the boundaries of OpenAI in business research. This exploration encompasses applications of advanced generative AI tools, language models, and innovative technologies specific to diverse businesses across sectors, scales, and regions. It emphasizes that as AI becomes more seamlessly integrated into business processes, the potential for multifactor productivity to fuel economic growth, new industries, and job opportunities is unparalleled.