Human AI Synergy in Creativity and Innovation

Known algorithms that query humans in particular ways can effectively counter these text-based blind spots. Working together, a human-computer partnership can achieve higher degrees of innovation than either working alone.

Human AI Synergy in Creativity and Innovation

In order to maximize creative behavior, humans and computers need to collaborate in a manner that will leverage the strengths of both. A 2017 mathematical proof shows two limits to how innovative a computer can be. Humans can help counteract these demonstrated limits. Humans possess many mental blind spots to innovating (e.g., functional fixedness, design fixation, analogy blindness, et cetera), and particular algorithms can help counteract these shortcomings. Further, since humans produce the corpora used by AI technology, human blind spots to innovation are implicit within the text processed by AI technology. Known algorithms that query humans in particular ways can effectively counter these text-based blind spots. Working together, a human-computer partnership can achieve higher degrees of innovation than either working alone. To become an effective partnership, however, a special interface is needed that is both human- and computer-friendly. This interface called BrainSwarming possesses a linguistic component, which is a formal grammar that is also natural for humans to use and a visual component that is easily represented by standard data structures. Further, the interface breaks down innovative problem solving into its essential components: a goal, sub-goals, resources, features, interactions, and effects. The resulting human-AI synergy has the potential to achieve innovative breakthroughs that either partner working alone may never achieve.

Artificial Intelligence

Human-AI Synergy in Creativity and Innovation Tony McCaffrey Additional information is available at the end of the chapter http://dx.doi.org/10.5772/intechopen.75310 Abstract In order to maximize creative behavior, humans and computers ...

Artificial Intelligence

Artificial intelligence (AI) is taking an increasingly important role in our society. From cars, smartphones, airplanes, consumer applications, and even medical equipment, the impact of AI is changing the world around us. The ability of machines to demonstrate advanced cognitive skills in taking decisions, learn and perceive the environment, predict certain behavior, and process written or spoken languages, among other skills, makes this discipline of paramount importance in today's world. Although AI is changing the world for the better in many applications, it also comes with its challenges. This book encompasses many applications as well as new techniques, challenges, and opportunities in this fascinating area.

Handbook of Artificial Intelligence for Music

3.2 Artificial Intelligence and Distributed Human–Computer Co-creativity A common research objective in Music and ... examines how AI can transform creative tasks and, in synergy with human creativity, contribute to artistic innovation.

Handbook of Artificial Intelligence for Music

This book presents comprehensive coverage of the latest advances in research into enabling machines to listen to and compose new music. It includes chapters introducing what we know about human musical intelligence and on how this knowledge can be simulated with AI. The development of interactive musical robots and emerging new approaches to AI-based musical creativity are also introduced, including brain–computer music interfaces, bio-processors and quantum computing. Artificial Intelligence (AI) technology permeates the music industry, from management systems for recording studios to recommendation systems for online commercialization of music through the Internet. Yet whereas AI for online music distribution is well advanced, this book focuses on a largely unexplored application: AI for creating the actual musical content.

Advanced MIS and Digital Transformation for Increased Creativity and Innovation in Business

Comparison of humans and AI in decision-making (Jarrahi, 2018) intelligent technologies is to know how these technologies are formed by analytical decisions or suggestions (Jarrahi, 2018; Davenport & Kirby, 2016).

Advanced MIS and Digital Transformation for Increased Creativity and Innovation in Business

As businesses undergo digital transformation, technologies will lead to greater efficiencies and change how we interact in traditional relationships among suppliers, producers, and customers, as well as between human and machine. One such technology is the introduction of management information systems (MIS) that provide a company with the coordination, control, analysis, and visualization of information by collecting from various digital environments. In today's digital age, information needs to be managed, and MIS have the ability to transfer the information obtained by computer systems to the business operations within the business models, business processes, and management functions. Advanced MIS and Digital Transformation for Increased Creativity and Innovation in Business is an essential reference source that discusses the impact of digital technologies in enterprises and their competitive environment on management information systems and examines the application of new technologies to support strategic decisions and realize exciting visions. Featuring research on topics such as machine learning, resource planning, and e-commerce, this book is ideally designed for managers, executives, IT specialists, analysts, business professionals, training officers, software engineers, business administrators, scholars, researchers, and practitioners seeking coverage on future trends, issues, and challenges in relation to management information systems.

Contemporary Multicultural Orientations and Practices for Global Leadership

... a creative workforce through innovation and building a perspective for human-artificial intelligence interactions. Therefore, a synergy between human and artificial intelligence is necessary for sustainable competitive advantage in ...

Contemporary Multicultural Orientations and Practices for Global Leadership

With the rise of the global economy, business operations and activities are no longer restricted by geographic territory. Therefore, development of diverse and adaptive leadership practices are necessary in order to succeed in a multicultural, complex, and often uncertain global environment. Contemporary Multicultural Orientations and Practices for Global Leadership is an essential reference source that seeks to enhance multicultural competencies and leadership attributes of contemporary global leadership practice to better navigate global business environments. Featuring research on topics such as human resource strategies, social responsibility, and psychological capital, this book is ideally designed for managers, business leaders, and researchers seeking coverage on multicultural intelligence and its relation to leadership development and the success of organizations.

Technology for Creativity and Innovation Tools Techniques and Applications

Proceedings of the 3rd Conference on Creativity & Cognition, (pp. 1522). New York: ACM Press. Schneiderman, B. (2000). Creating creativity:User interfaces for supporting innovation. Transactions on Computer-Human Interaction, 7(1), ...

Technology for Creativity and Innovation  Tools  Techniques and Applications

"This book provides empirical research findings and best practices on creativity and innovation in business, organizational, and social environments"--Provided by publisher.

Systems Engineering and Artificial Intelligence

The objective of human-machine teaming is to create synergy between humans and machines to outperform either machines or ... and repetitive tasks while humans focused on tasks requiring intuition, adaptation, innovation, and creativity.

Systems Engineering and Artificial Intelligence


Handbook of Research on Innovative Management Using AI in Industry 5 0

The Fifth Industrial Revolution pairs human and machine to further use human intelligence and creativity to ... Industry 4.0 focussed on automation, Industry 5.0 focusses on a synergy between autonomous machines and intelligent humans.

Handbook of Research on Innovative Management Using AI in Industry 5 0

There is no industry left where artificial intelligence is not used in some capacity. The application of this technology has already stretched across a multitude of domains including law and policy; it will soon permeate areas beyond anyone’s imagination. Technology giants such as Google, Apple, and Facebook are already investing their money, effort, and time toward integrating artificial intelligence. As this technology continues to develop and expand, it is critical for everyone to understand the various applications of artificial intelligence and its full potential. The Handbook of Research on Innovative Management Using AI in Industry 5.0 uncovers new and innovative features of artificial intelligence and how it can help in raising economic efficiency at both micro and macro levels and provides a deeper understanding of the relevant aspects of artificial intelligence impacting efficacy for better output. Covering topics such as consumer behavior, information technology, and personalized banking, it is an ideal resource for researchers, academicians, policymakers, business professionals, companies, and students.

Artificial Intelligence and Creativity

CatalogueExplorer , an innovative systems component , illustrates how integrated environments can amplify human ... The synergy of this integration enables the system to retrieve design objects that are relevant to the task at hand ...

Artificial Intelligence and Creativity

Creativity is one of the least understood aspects of intelligence and is often seen as `intuitive' and not susceptible to rational enquiry. Recently, however, there has been a resurgence of interest in the area, principally in artificial intelligence and cognitive science, but also in psychology, philosophy, computer science, logic, mathematics, sociology, and architecture and design. This volume brings this work together and provides an overview of this rapidly developing field. It addresses a range of issues. Can computers be creative? Can they help us to understand human creativity? How can artificial intelligence (AI) enhance human creativity? How, in particular, can it contribute to the `sciences of the artificial', such as design? Does the new wave of AI (connectionism, geneticism and artificial life) offer more promise in these areas than classical, symbol-handling AI? What would the implications be for AI and cognitive science if computers could not be creative? These issues are explored in five interrelated parts, each of which is introducted and explained by a leading figure in the field. - Prologue (Margaret Boden) - Part I: Foundational Issues (Terry Dartnall) - Part II: Creativity and Cognition (Graeme S. Halford and Robert Levinson) - Part III: Creativity and Connectionism (Chris Thornton) - Part IV: Creativity and Design (John Gero) - Part V: Human Creativity Enhancement (Ernest Edmonds) - Epilogue (Douglas Hofstadter) For researchers in AI, cognitive science, computer science, philosophy, psychology, mathematics, logic, sociology, and architecture and design; and anyone interested in the rapidly growing field of artificial intelligence and creativity.

Human Resource Management in the Digital Economy Creating Synergy between Competency Models and Information

Creating Synergy between Competency Models and Information de Juana-Espinosa, Susana ... Creating the conditions for success: Best practices in leading for innovation. ... The Journal of Creative Behavior, 35, 1–23.

Human Resource Management in the Digital Economy  Creating Synergy between Competency Models and Information

Businesses worldwide are faced with major challenges related to the progressive (and many times unavoidable) incorporation of information technologies into their processes. Often, organizations don’t suitably react to the new requirements of these technologies, resulting in outdated policies, practices, and strategies. Human Resource Management in the Digital Economy: Creating Synergy between Competency Models and Information is a reference for both practitioners and academics that demonstrates how to implement e-management and competency models in companies. This book offers perspectives on the impact of integrated e-human resource policies and provides recommendations for addressing the shift from traditional human resource policies to new perspectives.

Ecosystems and Technology

Their design and programming should consider not only intuitive interface, but also facilitation of a synergy ... artificial intelligence creativity ecoinnovation innovation knowledge management multiple impact technology thinking ...

Ecosystems and Technology

Ecosystems and Technology: Idea Generation and Content Model Processing, presents important new innovations in the area of management and computing. Innovation is the generation and application of new ideas and skills to produce new products, processes, and services that improve economic and social prosperity. This includes management and design policy decisions and encompasses innovation research, analysis, and best practice in enterprises, public and private sector service organizations, government, regional societies and economies. The book, the first volume in the Innovation Management and Computing book series, looks at technology that improves efficiency and idea generation, including systems for business, medical/health, education, and more. The book provides detailed examples to provide readers with current issues, including Venture planning for innovations New technologies supporting innovations systems Competitive business modeling Context-driven innovation modeling The generation of ideas faster The measurement of relevant data Virtual interfaces Business intelligence and content processing Predictive modeling Haptic expression and emotion recognition innovations, with applications to neurocognitive medical science This book provides a wealth of information that will be useful for IT and business professionals, educators, and students in many fields.

Technology Organizations and Innovation Towards real virtuality

... of global interaction and new forms of synergy between human and artificial intelligence ( Barnatt 1996 ) . ... If they are indeed the future , the art and practice of innovation and creativity in cyberspace obviously becomes ...

Technology  Organizations and Innovation  Towards  real virtuality


The Oxford Handbook of Group Creativity and Innovation

The social benefits of balancing creativity and imitation: Evidence from an agent-based model. Psychology of Aesthetics, Creativity, ... In CHI '08 Extended Abstracts on Human Factors in Computing Systems (CHI EA '08) (pp. 3183–3188).

The Oxford Handbook of Group Creativity and Innovation

Although creativity is often considered an individual ability or activity, innovation in teams and organizations involves collaboration of people with diverse perspectives, knowledge, and skills. The effective development of collaborative innovations and solutions to problems is critical to the success of teams and organizations, but research has also demonstrated many factors which tend to limit the effectiveness of collaborative innovation of groups and teams. This volume highlights recent theoretical, empirical, and practical developments that provide a solid basis for the practice of collaborative innovation and future research. It draws from a broad range of research perspectives including cognition, social influence, groups, teams, creativity, communication, networks, information systems, organizational psychology, engineering, computer science, and the arts. This volume is an important source of information for students, scholars, practitioners, and others interested in understanding the complexity of the group creative process and tapping the creative potential of groups and teams.

Encyclopedia of Digital Government

INNOVATION. gence. Computer intelligence has been mainly defined with respect to the Turing Test, according to which intelligence exists when a human cannot distinguish whether a reply to a question has been given by a human or a ...

Encyclopedia of Digital Government

Containing more than 250 articles, this three-volume set provides a broad basis for understanding issues, theories, and applications faced by public administrations and public organizations, as they strive for more effective government through the use of emerging technologies. This publication is an essential reference tool for academic, public, and private libraries.

Intelligence Based Medicine

Artificial Intelligence and Human Cognition in Clinical Medicine and Healthcare Anthony C. Chang ... its tabula rasa inception) played the game Go with innovative moves not previously seen among human Go players (so “new intelligence”).

Intelligence Based Medicine

Intelligence-Based Medicine: Data Science, Artificial Intelligence, and Human Cognition in Clinical Medicine and Healthcare provides a multidisciplinary and comprehensive survey of artificial intelligence concepts and methodologies with real life applications in healthcare and medicine. Authored by a senior physician-data scientist, the book presents an intellectual and academic interface between the medical and the data science domains that is symmetric and balanced. The content consists of basic concepts of artificial intelligence and its real-life applications in a myriad of medical areas as well as medical and surgical subspecialties. It brings section summaries to emphasize key concepts delineated in each section; mini-topics authored by world-renowned experts in the respective key areas for their personal perspective; and a compendium of practical resources, such as glossary, references, best articles, and top companies. The goal of the book is to inspire clinicians to embrace the artificial intelligence methodologies as well as to educate data scientists about the medical ecosystem, in order to create a transformational paradigm for healthcare and medicine by using this emerging new technology. Covers a wide range of relevant topics from cloud computing, intelligent agents, to deep reinforcement learning and internet of everything Presents the concepts of artificial intelligence and its applications in an easy-to-understand format accessible to clinicians and data scientists Discusses how artificial intelligence can be utilized in a myriad of subspecialties and imagined of the future Delineates the necessary elements for successful implementation of artificial intelligence in medicine and healthcare

Advances in Creativity Innovation Entrepreneurship and Communication of Design

Proceedings of the AHFE 2021 Virtual Conferences on Creativity, Innovation and Entrepreneurship, and Human Factors in ... The automation of this system via cloud computing programs, artificial intelligence as expert systems, ...

Advances in Creativity  Innovation  Entrepreneurship and Communication of Design

This book brings together experts from different areas to show how creativity drives design and innovation in different kind of businesses. It presents theories and best practices demonstrating how creativity generates technological invention, and how this, combined with entrepreneurship, leads to business innovation. It also discusses strategies to teach entrepreneurial competencies and support business developments, including aspects such as corporate social responsibility and sustainability. Moreover, the book discusses the role of human factors in understanding, communicating with and engaging users, reporting on innovative approaches for product design, development, and branding. It also discusses applications in education and well-being. Based on the AHFE 2021 Conferences on Creativity, Innovation and Entrepreneurship, and Human Factors in Communication of Design, held virtually on July 25-29 July, 2021, from USA, the book addresses a broad audience of business innovators, entrepreneurs, designers, and marketing and communication experts alike.

Handbook of Research on Urban Rural Synergy Development Through Housing Landscape and Tourism

The sharing economy combined with the artificial intelligence, virtual reality and automation in the production ... a part of the creative sector: science and engineering, nascent technologies, the innovation-based enterprises in art, ...

Handbook of Research on Urban Rural Synergy Development Through Housing  Landscape  and Tourism

As cities continue to grow with advancing technologies, the spatial and temporal gaps between rural and urban areas are shrinking, thereby requiring the sectors to interact with each other. While the prospect is to develop each area without hampering the newfound synergy between them, there are still many barriers and concerns that hinder this inevitable urban-rural relationship. The Handbook of Research on Urban-Rural Synergy Development Through Housing, Landscape, and Tourism is a pivotal reference source that focuses on the applications and challenges of creating cooperation between urban and rural areas along various fields. While highlighting topics including suburbanization, weekend-residence zones, and homeostasis, this publication is ideally designed for architects, sector managers, region developers, urban planners, urban developers, construction managers, urban studies professionals, academicians, researchers, and students seeking current research on lessening the urban-rural gap in both global and local contexts.

CINEMA INDUSTRY AND ARTIFICIAL INTELLIGENCY DREAMS

Another potential direction of AI innovation in film editing is in the practise of what Walter Murch labels ... the power of AI have the potential to achieve a true synergy between machine and human creativity and allows for near ...

CINEMA INDUSTRY AND ARTIFICIAL INTELLIGENCY DREAMS

The learning Machin can write like Shakespeare yes it can do that but how can do the same wording the same style but create an emotional story or play can it? or humans can like that or any passed away writer can the scientists create text to text deep learning machine learning from all of his production, style, wording, pattern plot, form and his own character it easy to do that right now it is the Eternity. to be or not to be that is the problem

When Translation Goes Digital

Living in synergy with non-human agents positions translators at the center of translation processes or “back in the centre” ... innovation, creativity, human talent which cannot be reduced to an algorithm or automatized by a software).

When Translation Goes Digital

This edited book brings together case studies from different contexts which all explore how a rapidly evolving digital landscape is impacting translation and intercultural communication. The chapters examine different facets of digitization, including how professional translators leverage digital tools and why, the types of digital data Translation Studies scholars can now observe, and how the Digital Humanities are impacting how we teach and theorize translation in an era of automation and artificial intelligence. The volume gives voice to research from across the professional and academic spectrum, with representation from Hong Kong, Canada, France, Algeria, South Korea, Japan, Brazil and the UK. This book will be of interest to professionals and academics working in the field of translation, as well as digital humanities and communications scholars.

Intelligent Cities and Globalisation of Innovation Networks

... dimensions corresponding to human, collective, and artificial intelligence: • The first dimension relates to people in the city: the intelligence, inventiveness and creativity of the individuals who take part in making the city.

Intelligent Cities and Globalisation of Innovation Networks

Intelligent Cities and Globalisation of Innovation Networks combines concepts and theories from the fields of urban development and planning, innovation management, and virtual / intelligent environments. It explains the rise of intelligent cities with respect to the globalisation of systems of innovation; opens up a new way for making intelligent environments via the connection of human skills, institutional mechanisms, and digital spaces operating within a community; and describes a series of platforms and tools for the making of intelligent cities.