Friendly Interfaces Between Humans and Machines

Download Friendly Interfaces Between Humans and Machines PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 981131750X
Total Pages : 124 pages
Book Rating : 4.8/5 (113 download)

DOWNLOAD NOW!


Book Synopsis Friendly Interfaces Between Humans and Machines by : P. V. S Rao

Download or read book Friendly Interfaces Between Humans and Machines written by P. V. S Rao and published by Springer. This book was released on 2018-08-16 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses human–machine interactions, specifically focusing on making them as natural as human–human interaction. It is based on the premise that to get the right connect between human and machines, it is essential to understand not only the behavior of the person interacting with the machine, but also the limitations of the technology. Firstly, the authors review the evolution of language as a spontaneous, natural phenomenon in the overall scheme of the evolutionary development of living beings. They then go on to examine the possible approaches to understanding and representing the meaning and the common aspects of human–human and human–machine interactions, and introduce the keyconcept-keyword (also called minimal parsing) approach as a convenient and realistic way to implement usable human–machine interface (HMI) systems. For researchers looking for practical approaches, way beyond the realms of theory, this book is a must read.

Voice Communication Between Humans and Machines

Download Voice Communication Between Humans and Machines PDF Online Free

Author :
Publisher : National Academies Press
ISBN 13 : 9780309049887
Total Pages : 562 pages
Book Rating : 4.0/5 (498 download)

DOWNLOAD NOW!


Book Synopsis Voice Communication Between Humans and Machines by : for the National Academy of Sciences

Download or read book Voice Communication Between Humans and Machines written by for the National Academy of Sciences and published by National Academies Press. This book was released on 1994-02-01 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science fiction has long been populated with conversational computers and robots. Now, speech synthesis and recognition have matured to where a wide range of real-world applicationsâ€"from serving people with disabilities to boosting the nation's competitivenessâ€"are within our grasp. Voice Communication Between Humans and Machines takes the first interdisciplinary look at what we know about voice processing, where our technologies stand, and what the future may hold for this fascinating field. The volume integrates theoretical, technical, and practical views from world-class experts at leading research centers around the world, reporting on the scientific bases behind human-machine voice communication, the state of the art in computerization, and progress in user friendliness. It offers an up-to-date treatment of technological progress in key areas: speech synthesis, speech recognition, and natural language understanding. The book also explores the emergence of the voice processing industry and specific opportunities in telecommunications and other businesses, in military and government operations, and in assistance for the disabled. It outlines, as well, practical issues and research questions that must be resolved if machines are to become fellow problem-solvers along with humans. Voice Communication Between Humans and Machines provides a comprehensive understanding of the field of voice processing for engineers, researchers, and business executives, as well as speech and hearing specialists, advocates for people with disabilities, faculty and students, and interested individuals.

Multimodal Interface for Human-machine Communication

Download Multimodal Interface for Human-machine Communication PDF Online Free

Author :
Publisher : World Scientific
ISBN 13 : 9789810245948
Total Pages : 288 pages
Book Rating : 4.2/5 (459 download)

DOWNLOAD NOW!


Book Synopsis Multimodal Interface for Human-machine Communication by : P. C. Yuen

Download or read book Multimodal Interface for Human-machine Communication written by P. C. Yuen and published by World Scientific. This book was released on 2002 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the advance of speech, image and video technology, human-computer interaction (HCI) will reach a new phase.In recent years, HCI has been extended to human-machine communication (HMC) and the perceptual user interface (PUI). The final goal in HMC is that the communication between humans and machines is similar to human-to-human communication. Moreover, the machine can support human-to-human communication (e.g. an interface for the disabled). For this reason, various aspects of human communication are to be considered in HMC. The HMC interface, called a multimodal interface, includes different types of input methods, such as natural language, gestures, face and handwriting characters.The nine papers in this book have been selected from the 92 high-quality papers constituting the proceedings of the 2nd International Conference on Multimodal Interface (ICMI '99), which was held in Hong Kong in 1999. The papers cover a wide spectrum of the multimodal interface.

Brain-Computer Interfaces

Download Brain-Computer Interfaces PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1849962723
Total Pages : 286 pages
Book Rating : 4.8/5 (499 download)

DOWNLOAD NOW!


Book Synopsis Brain-Computer Interfaces by : Desney S. Tan

Download or read book Brain-Computer Interfaces written by Desney S. Tan and published by Springer Science & Business Media. This book was released on 2010-06-10 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: For generations, humans have fantasized about the ability to create devices that can see into a person’s mind and thoughts, or to communicate and interact with machines through thought alone. Such ideas have long captured the imagination of humankind in the form of ancient myths and modern science fiction stories. Recent advances in cognitive neuroscience and brain imaging technologies have started to turn these myths into a reality, and are providing us with the ability to interface directly with the human brain. This ability is made possible through the use of sensors that monitor physical processes within the brain which correspond with certain forms of thought. Brain-Computer Interfaces: Applying our Minds to Human-Computer Interaction broadly surveys research in the Brain-Computer Interface domain. More specifically, each chapter articulates some of the challenges and opportunities for using brain sensing in Human-Computer Interaction work, as well as applying Human-Computer Interaction solutions to brain sensing work. For researchers with little or no expertise in neuroscience or brain sensing, the book provides background information to equip them to not only appreciate the state-of-the-art, but also ideally to engage in novel research. For expert Brain-Computer Interface researchers, the book introduces ideas that can help in the quest to interpret intentional brain control and develop the ultimate input device. It challenges researchers to further explore passive brain sensing to evaluate interfaces and feed into adaptive computing systems. Most importantly, the book will connect multiple communities allowing research to leverage their work and expertise and blaze into the future.

Human Friendly Mechatronics

Download Human Friendly Mechatronics PDF Online Free

Author :
Publisher : Elsevier
ISBN 13 : 0080534198
Total Pages : 419 pages
Book Rating : 4.0/5 (85 download)

DOWNLOAD NOW!


Book Synopsis Human Friendly Mechatronics by : Masaharu Takano

Download or read book Human Friendly Mechatronics written by Masaharu Takano and published by Elsevier. This book was released on 2001-04-11 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book includes 61 selected papers from 106 presented at the second International Conference on Machine Automation (ICMA2000). The conference focused, for the first time, on human friendly mechantronics which covers machine systems interacting with human beings, psychological, physiological, and physical behaviors of the human being itself, robotics, human-mimetic mechanical systems, commercial application examples and so on. Machine automation has owed a lot to mechatronics technology in the last decades, however, a paradigm shift is desired and emphasized in the 21st century in every aspect of our society, and mechantronics is not an exception. The paradigm shift in mechatronics is a pursuit of productivity and efficiency to the preference of humans, and it is time that a new concept of a human friendly robot must be proposed that is welcome by human users. The book aims to offer the most up-to-date and valuable information on: •Human Interface & Communication •Human Support Technology •Actuator & Control •Vision & Sensing •Robotics and Design •Manufacturing System We believe this book will bring advanced knowledge and valuable information to the industries as well as to academics and will contribute to the further development in mechatronics and its related fields.

Human + Machine

Download Human + Machine PDF Online Free

Author :
Publisher : Harvard Business Press
ISBN 13 : 1633693872
Total Pages : 264 pages
Book Rating : 4.6/5 (336 download)

DOWNLOAD NOW!


Book Synopsis Human + Machine by : Paul R. Daugherty

Download or read book Human + Machine written by Paul R. Daugherty and published by Harvard Business Press. This book was released on 2018-03-20 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI is radically transforming business. Are you ready? Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on? In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization--whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly--or to completely reimagine them. AI is changing all the rules of how companies operate. Based on the authors' experience and research with 1,500 organizations, the book reveals how companies are using the new rules of AI to leap ahead on innovation and profitability, as well as what you can do to achieve similar results. It describes six entirely new types of hybrid human + machine roles that every company must develop, and it includes a "leader’s guide" with the five crucial principles required to become an AI-fueled business. Human + Machine provides the missing and much-needed management playbook for success in our new age of AI. BOOK PROCEEDS FOR THE AI GENERATION The authors' goal in publishing Human + Machine is to help executives, workers, students and others navigate the changes that AI is making to business and the economy. They believe AI will bring innovations that truly improve the way the world works and lives. However, AI will cause disruption, and many people will need education, training and support to prepare for the newly created jobs. To support this need, the authors are donating the royalties received from the sale of this book to fund education and retraining programs focused on developing fusion skills for the age of artificial intelligence.

Human Machine Interaction

Download Human Machine Interaction PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642004369
Total Pages : 319 pages
Book Rating : 4.6/5 (42 download)

DOWNLOAD NOW!


Book Synopsis Human Machine Interaction by : Denis Lalanne

Download or read book Human Machine Interaction written by Denis Lalanne and published by Springer Science & Business Media. This book was released on 2009-03-26 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human Machine Interaction, or more commonly Human Computer Interaction, is the study of interaction between people and computers. It is an interdisciplinary field, connecting computer science with many other disciplines such as psychology, sociology and the arts. The present volume documents the results of the MMI research program on Human Machine Interaction involving 8 projects (selected from a total of 80 proposals) funded by the Hasler Foundation between 2005 and 2008. These projects were also partially funded by the associated universities and other third parties such as the Swiss National Science Foundation. This state-of-the-art survey begins with three chapters giving overviews of the domains of multimodal user interfaces, interactive visualization, and mixed reality. These are followed by eight chapters presenting the results of the projects, grouped according to the three aforementioned themes.

The Handbook of Human-Machine Interaction

Download The Handbook of Human-Machine Interaction PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1317029461
Total Pages : 384 pages
Book Rating : 4.3/5 (17 download)

DOWNLOAD NOW!


Book Synopsis The Handbook of Human-Machine Interaction by : Guy A. Boy

Download or read book The Handbook of Human-Machine Interaction written by Guy A. Boy and published by CRC Press. This book was released on 2017-11-01 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Human-Machine Interaction features 20 original chapters and a conclusion focusing on human-machine interaction (HMI) from analysis, design and evaluation perspectives. It offers a comprehensive range of principles, methods, techniques and tools to provide the reader with a clear knowledge of the current academic and industry practice and debate that define the field. The text considers physical, cognitive, social and emotional aspects and is illustrated by key application domains such as aerospace, automotive, medicine and defence. Above all, this volume is designed as a research guide that will both inform readers on the basics of human-machine interaction from academic and industrial perspectives and also provide a view ahead at the means through which human-centered designers, including engineers and human factors specialists, will attempt to design and develop human-machine systems.

The Psychology of Human-Computer Interaction

Download The Psychology of Human-Computer Interaction PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 135140945X
Total Pages : 375 pages
Book Rating : 4.3/5 (514 download)

DOWNLOAD NOW!


Book Synopsis The Psychology of Human-Computer Interaction by : Stuart K. Card

Download or read book The Psychology of Human-Computer Interaction written by Stuart K. Card and published by CRC Press. This book was released on 2018-05-04 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: Defines the psychology of human-computer interaction, showing how to span the gap between science & application. Studies the behavior of users in interacting with computer systems.

Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse

Download Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse PDF Online Free

Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 376 pages
Book Rating : 4.3/5 (693 download)

DOWNLOAD NOW!


Book Synopsis Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse by : Lathabhavan, Remya

Download or read book Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse written by Lathabhavan, Remya and published by IGI Global. This book was released on 2024-04-22 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's digital age, the rapid advancement of AI and digital technologies has led to the emergence of digital consciousness, blurring the lines between human and machine thinking. At the same time, these technologies offer unprecedented convenience and efficiency but pose significant challenges. Individuals are increasingly facing issues such as stress, anxiety, and technology addiction, impacting their overall well-being and decision-making processes. The dichotomy between digital consciousness and human consciousness raises critical questions about how we can navigate these challenges in a rapidly evolving technological landscape. To address these pressing concerns, Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse offers a comprehensive exploration of the impacts of digital consciousness on human well-being and decision-making. This book delves into the paradoxes and challenges posed by the coexistence of digital and human consciousness, providing insights from psychological perspectives, practitioner experiences, and academic research. By offering a nuanced understanding of these concepts, we aim to equip readers with the knowledge and tools needed to manage the implications of digital consciousness in their personal and professional lives.

Cognitive Computing for Machine Thinking

Download Cognitive Computing for Machine Thinking PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 9819704529
Total Pages : 98 pages
Book Rating : 4.8/5 (197 download)

DOWNLOAD NOW!


Book Synopsis Cognitive Computing for Machine Thinking by : Makarand R. Velankar

Download or read book Cognitive Computing for Machine Thinking written by Makarand R. Velankar and published by Springer Nature. This book was released on with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Human Machine Symbiosis

Download Human Machine Symbiosis PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1447132475
Total Pages : 502 pages
Book Rating : 4.4/5 (471 download)

DOWNLOAD NOW!


Book Synopsis Human Machine Symbiosis by : Karamjit S. Gill

Download or read book Human Machine Symbiosis written by Karamjit S. Gill and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is now a serious discussion taking place about the moment at which human beings will be surpassed and replaced by the machine. On the one hand we are designing machines which embed more and more human intelligence, but at the same time we are in danger of becoming more and more like machines. In these circumstances, we all need to consider: • What can we do? • What should we do? • What are the alternatives of doing it? This book is about the human-centred alternative of designing systems and technologies. This alternative is rooted in the European tradition of human-centredness which emphasises the symbiosis of human capabilities and machine capacity. The human-centred tra dition celebrates the diversity of human skill and ingenuity and provides an alternative to the 'mechanistic' paradigm of 'one best way', the 'sameness of science' and the 'dream of the exact language'. This alternative vision has its origin in the founding European human-centred movements of the 1970s. These include the British movement of Socially Useful Technology, the Scandinavian move ment of Democratic Participation, and the German movement of Humanisation of Work and Technology. The present volume brings together various strands of human-centred systems philosophy which span the conceptual richness and cultural diversity of the human-centred movements. The core ideas of human-centredness include human-machine symbiosis, the tacit dimension of knowl edge, the system as a tool rather than a machine, dialogue, partici pation, social shaping and usability.

Impact and Potential of Machine Learning in the Metaverse

Download Impact and Potential of Machine Learning in the Metaverse PDF Online Free

Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 434 pages
Book Rating : 4.3/5 (693 download)

DOWNLOAD NOW!


Book Synopsis Impact and Potential of Machine Learning in the Metaverse by : Mehta, Shilpa

Download or read book Impact and Potential of Machine Learning in the Metaverse written by Mehta, Shilpa and published by IGI Global. This book was released on 2024-08-09 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the digital landscape, the Metaverse emerges as a frontier of boundless possibilities. Yet, its potential remains largely untapped. The pressing challenge lies in harnessing the power of machine learning to navigate this uncharted territory, where virtual reality, augmented reality, and immersive technologies converge to redefine human interaction and experience. Impact and Potential of Machine Learning in the Metaverse offers a comprehensive examination of how machine learning techniques can shape the future of the Metaverse. This advanced work addresses key domains such as healthcare, education, gaming, and beyond. By delving into topics like digital twins in healthcare and blockchain-enabled security, the book not only sheds light on advancements but also confronts challenges head-on, inspiring scholars to explore new research directions and interdisciplinary collaborations. Through real-world case studies and practical applications, readers gain actionable insights into leveraging machine learning for transformative impact in the Metaverse.

Sustainable Science and Intelligent Technologies for Societal Development

Download Sustainable Science and Intelligent Technologies for Societal Development PDF Online Free

Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 602 pages
Book Rating : 4.3/5 (693 download)

DOWNLOAD NOW!


Book Synopsis Sustainable Science and Intelligent Technologies for Societal Development by : Mishra, Brojo Kishore

Download or read book Sustainable Science and Intelligent Technologies for Societal Development written by Mishra, Brojo Kishore and published by IGI Global. This book was released on 2023-09-18 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's world, the pressing challenges of sustainable development and societal progress demand innovative solutions that harness the power of science and technology. From climate change to resource depletion and social inequalities, the urgency to find sustainable, intelligent, and ethical approaches has never been greater. Academic scholars and researchers play a crucial role in driving these advancements but often struggle to find comprehensive resources that bridge the gap between theory and real-world applications. The need of the hour is a definitive guide that unites expertise from diverse disciplines and offers practical insights into leveraging sustainable science and intelligent technologies to create meaningful societal development. Sustainable Science and Intelligent Technologies for Societal Development, edited by Brojo Kishore Mishra of GIET University, India, is the much-awaited solution to the challenges faced by academic scholars and researchers. This persuasive book brings together an esteemed collection of leading experts, academics, and industry professionals, all dedicated to addressing global challenges through the lens of applied sciences and intelligent technology applications. By presenting a wide range of innovative topics, such as renewable energy, smart healthcare, sustainable finance, and more, the book serves as a comprehensive resource that empowers scholars with actionable knowledge and innovative ideas. The book not only covers the theoretical aspects but also delves into the ethical considerations essential in shaping the future. In a world increasingly dependent on technology, it is vital to ensure that societal development aligns with principles of inclusivity, fairness, and environmental responsibility. With a focus on the United Nations Sustainable Development Goals (SDGs), the book provides a clear roadmap for scholars to contribute meaningfully to global progress. By offering concrete examples and real-world case studies, the book enables researchers to grasp the potential impact of their work, fostering collaborations that transcend traditional disciplinary boundaries. Sustainable Science and Intelligent Technologies for Societal Development is the go-to resource for academic scholars, scientists, researchers, innovators, industry professionals, and students who seek to be effective in the world. As a comprehensive guide that blends sustainable science and intelligent technologies with ethical considerations, this book equips its readers to create tangible solutions that address pressing global challenges. Through collective knowledge and interdisciplinary collaboration, this book stands as a beacon of hope and inspiration for driving meaningful societal development, paving the way for a more sustainable and prosperous future.

Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing

Download Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1040151396
Total Pages : 419 pages
Book Rating : 4.0/5 (41 download)

DOWNLOAD NOW!


Book Synopsis Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing by : Amit Kumar Tyagi

Download or read book Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing written by Amit Kumar Tyagi and published by CRC Press. This book was released on 2024-10-23 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, in this smart era, data analytics and artificial intelligence (AI) play an important role in predictive maintenance (PdM) within the manufacturing industry. This innovative approach aims to optimize maintenance strategies by predicting when equipment or machinery is likely to fail so that maintenance can be performed just in time to prevent costly breakdowns. This book contains up-to-date information on predictive maintenance and the latest advancements, trends, and tools required to reduce costs and save time for manufacturers and industries. Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing provides an extensive and in-depth exploration of the intersection of data analytics, artificial intelligence, and predictive maintenance in the manufacturing industry and covers fundamental concepts, advanced techniques, case studies, and practical applications. Using a multidisciplinary approach, this book recognizes that predictive maintenance in manufacturing requires collaboration among engineers, data scientists, and business professionals and includes case studies from various manufacturing sectors showcasing successful applications of predictive maintenance. The real-world examples explain the useful benefits and ROI achieved by organizations. The emphasis is on scalability, making it suitable for both small and large manufacturing operations, and readers will learn how to adapt predictive maintenance strategies to different scales and industries. This book presents resources and references to keep readers updated on the latest advancements, tools, and trends, ensuring continuous learning. Serving as a reference guide, this book focuses on the latest advancements, trends, and tools relevant to predictive maintenance and can also serve as an educational resource for students studying manufacturing, data science, or related fields.

Smart Homes and Beyond

Download Smart Homes and Beyond PDF Online Free

Author :
Publisher : IOS Press
ISBN 13 : 1586036238
Total Pages : 396 pages
Book Rating : 4.5/5 (86 download)

DOWNLOAD NOW!


Book Synopsis Smart Homes and Beyond by : Chris D. Nugent

Download or read book Smart Homes and Beyond written by Chris D. Nugent and published by IOS Press. This book was released on 2006 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on the thought to continue to develop an active research community dedicated to explore how Smart Homes and Health Telematics can foster independent living. This work focuses on promoting personal autonomy and extending the quality of life by considering including smart services inside and outside of the home.

Human-Machine Interface

Download Human-Machine Interface PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1394200323
Total Pages : 370 pages
Book Rating : 4.3/5 (942 download)

DOWNLOAD NOW!


Book Synopsis Human-Machine Interface by : Rishabha Malviya

Download or read book Human-Machine Interface written by Rishabha Malviya and published by John Wiley & Sons. This book was released on 2023-10-16 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: HUMAN-MACHINE INTERFACE The book contains the latest advances in healthcare and presents them in the frame of the Human-Machine Interface (HMI). The Human-Machine Interface (HMI) industry has witnessed the evolution from a simple push button to a modern touch-screen display. HMI is a user interface that allows humans to operate controllers for machines, systems, or instruments. Most medical procedures are improved by HMI systems, from calling an ambulance to ensuring that a patient receives adequate treatment on time. This book describes the scenario of biomedical technologies in the context of the advanced HMI, with a focus on direct brain-computer connection. The book describes several HMI tools and related techniques for analyzing, creating, controlling, and upgrading healthcare delivery systems, and provides details regarding how advancements in technology, particularly HMI, ensure ethical and fair use in patient care. Audience The target audience for this book is medical personnel and policymakers in healthcare and pharmaceutical professionals, as well as engineers and researchers in computer science and artificial intelligence.