Transparent Data Mining For Big And Small Data

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Transparent Data Mining for Big and Small Data

Author : Tania Cerquitelli,Daniele Quercia,Frank Pasquale
Publisher : Springer
Page : 215 pages
File Size : 49,9 Mb
Release : 2017-05-09
Category : Computers
ISBN : 9783319540245

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Transparent Data Mining for Big and Small Data by Tania Cerquitelli,Daniele Quercia,Frank Pasquale Pdf

This book focuses on new and emerging data mining solutions that offer a greater level of transparency than existing solutions. Transparent data mining solutions with desirable properties (e.g. effective, fully automatic, scalable) are covered in the book. Experimental findings of transparent solutions are tailored to different domain experts, and experimental metrics for evaluating algorithmic transparency are presented. The book also discusses societal effects of black box vs. transparent approaches to data mining, as well as real-world use cases for these approaches.As algorithms increasingly support different aspects of modern life, a greater level of transparency is sorely needed, not least because discrimination and biases have to be avoided. With contributions from domain experts, this book provides an overview of an emerging area of data mining that has profound societal consequences, and provides the technical background to for readers to contribute to the field or to put existing approaches to practical use.

Routledge Handbook of Financial Technology and Law

Author : Iris H-Y Chiu,Gudula Deipenbrock
Publisher : Routledge
Page : 573 pages
File Size : 48,7 Mb
Release : 2021-04-29
Category : Law
ISBN : 9781000364668

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Routledge Handbook of Financial Technology and Law by Iris H-Y Chiu,Gudula Deipenbrock Pdf

Financial technology is rapidly changing and shaping financial services and markets. These changes are considered making the future of finance a digital one.This Handbook analyses developments in the financial services, products and markets that are being reshaped by technologically driven changes with a view to their policy, regulatory, supervisory and other legal implications. The Handbook aims to illustrate the crucial role the law has to play in tackling the revolutionary developments in the financial sector by offering a framework of legally enforceable principles and values in which such innovations might take place without threatening the acquis of financial markets law and more generally the rule of law and basic human rights. With contributions from international leading experts, topics will include: Policy, High-level Principles, Trends and Perspectives Fintech and Lending Fintech and Payment Services Fintech, Investment and Insurance Services Fintech, Financial Inclusion and Sustainable Finance Cryptocurrencies and Cryptoassets Markets and Trading Regtech and Suptech This Handbook will be of great relevance for practitioners and students alike, and a first reference point for academics researching in the fields of banking and financial markets law.

Cyber Security Intelligence and Analytics

Author : Zheng Xu,Saed Alrabaee,Octavio Loyola-González,Xiaolu Zhang,Niken Dwi Wahyu Cahyani,Nurul Hidayah Ab Rahman
Publisher : Springer Nature
Page : 1080 pages
File Size : 54,7 Mb
Release : 2022-02-26
Category : Technology & Engineering
ISBN : 9783030969080

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Cyber Security Intelligence and Analytics by Zheng Xu,Saed Alrabaee,Octavio Loyola-González,Xiaolu Zhang,Niken Dwi Wahyu Cahyani,Nurul Hidayah Ab Rahman Pdf

This book presents the outcomes of the 2022 4th International Conference on Cyber Security Intelligence and Analytics (CSIA 2022), an international conference dedicated to promoting novel theoretical and applied research advances in the interdisciplinary field of cyber-security, particularly focusing on threat intelligence, analytics, and countering cyber-crime. The conference provides a forum for presenting and discussing innovative ideas, cutting-edge research findings and novel techniques, methods and applications on all aspects of cyber-security intelligence and analytics. Due to COVID-19, authors, keynote speakers and PC committees will attend the conference online.

Responsible Analytics and Data Mining in Education

Author : Badrul H. Khan,Joseph Rene Corbeil,Maria Elena Corbeil
Publisher : Routledge
Page : 292 pages
File Size : 50,5 Mb
Release : 2018-12-07
Category : Computers
ISBN : 9781351394673

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Responsible Analytics and Data Mining in Education by Badrul H. Khan,Joseph Rene Corbeil,Maria Elena Corbeil Pdf

Winner of two Outstanding Book Awards from the Association of Educational Communications and Technology (Culture, Learning, & Technology and Systems Thinking & Change divisions)! Rapid advancements in our ability to collect, process, and analyze massive amounts of data along with the widespread use of online and blended learning platforms have enabled educators at all levels to gain new insights into how people learn. Responsible Analytics and Data Mining in Education addresses the thoughtful and purposeful navigation, evaluation, and implementation of these emerging forms of educational data analysis. Chapter authors from around the world explore how data analytics can be used to improve course and program quality; how the data and its interpretations may inadvertently impact students, faculty, and institutions; the quality and reliability of data, as well as the accuracy of data-based decisions; ethical implications surrounding the collection, distribution, and use of student-generated data; and more. This volume unpacks and explores this complex issue through a systematic framework whose dimensions address the issues that must be considered before implementation of a new initiative or program.

Business Ethics

Author : Andrew Crane,Dirk Matten,Sarah Glozer,Laura J. Spence
Publisher : Oxford University Press, USA
Page : 637 pages
File Size : 49,7 Mb
Release : 2019-06
Category : Business ethics
ISBN : 9780198810070

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Business Ethics by Andrew Crane,Dirk Matten,Sarah Glozer,Laura J. Spence Pdf

How can you be an ethical corporate citizen in an increasingly complex, multiple-stakeholder world? This is the most pressing question facing businesses today, small and large, local and global. Business Ethics, fifth edition, is a thorough yet accessible exploration of the main ethical theories and how these apply to major stakeholders facing this question.Written from a truly international perspective and supported by diverse and innovative learning features, this book provides the tools and concepts necessary to understand and effectively manage ethical challenges wherever you are in the world.NEW TO THIS EDITIONProfessor Laura Spence and Dr Sarah Glozer join the author team, bringing fresh perspectives and new expertisePractitioner Spotlights feature prominent businesswomen and men, discovering the ethical challenges they face at work and also the skills they employ to tackle themEthics in Action boxes have been substantially refreshed, with new examples exploring ethical considerations at organizations such as Nudie, Jeans Co., Brewdog, and indigenous Bangladeshi tanneries, as well as complex issues including digital currency, modern slavery, and Big DataNew Case Studies address the latest developments in the business environment, such as the sharing economy and sustainability.This title is available as an eBook. Please contact your Learning Resource Consultant for more information.

Proceedings of International Conference on Computational Intelligence, Data Science and Cloud Computing

Author : Valentina Emilia Balas,Aboul Ella Hassanien,Satyajit Chakrabarti,Lopa Mandal
Publisher : Springer Nature
Page : 795 pages
File Size : 45,5 Mb
Release : 2021
Category : Artificial intelligence
ISBN : 9789813349681

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Proceedings of International Conference on Computational Intelligence, Data Science and Cloud Computing by Valentina Emilia Balas,Aboul Ella Hassanien,Satyajit Chakrabarti,Lopa Mandal Pdf

This book includes selected papers presented at International Conference on Computational Intelligence, Data Science and Cloud Computing (IEM-ICDC) 2020, organized by the Department of Information Technology, Institute of Engineering & Management, Kolkata, India, during 25-27 September 2020. It presents substantial new research findings about AI and robotics, image processing and NLP, cloud computing and big data analytics as well as in cyber security, blockchain and IoT, and various allied fields. The book serves as a reference resource for researchers and practitioners in academia and industry.

The Routledge Companion to Anthropology and Business

Author : Raza Mir,Anne-Laure Fayard
Publisher : Routledge
Page : 502 pages
File Size : 49,6 Mb
Release : 2020-06-11
Category : Business & Economics
ISBN : 9781000079210

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The Routledge Companion to Anthropology and Business by Raza Mir,Anne-Laure Fayard Pdf

Interest in anthropology and ethnography has been an ongoing feature of organizational research and pedagogy; this book provides a key reference text that pulls together the different ways in which anthropology infuses the study of organizations, both epistemologically and methodologically. The volume hosts key scholars and experts within the fields of Organizational Anthropology, Organizational Ethnography, Organizational Studies and Qualitative Research. The book provides a combination of methodological guidelines, exemplars and epistemological reflection. It includes methodological viewpoints, ethnographic journeys within organizations as well as beyond organizations, and individual reflections on challenges faced by organizational ethnographers. This book is aimed at PhD, master and advanced undergraduate students and researchers across disciplines, especially those who are engaged with general management, organizational behaviour, strategy and anthropological/ethnographic issues.

Data Driven Science for Clinically Actionable Knowledge in Diseases

Author : Daniel Catchpoole,Simeon Simoff,Paul Kennedy,Quang Vinh Nguyen
Publisher : CRC Press
Page : 255 pages
File Size : 41,6 Mb
Release : 2023-12-06
Category : Medical
ISBN : 9781003800286

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Data Driven Science for Clinically Actionable Knowledge in Diseases by Daniel Catchpoole,Simeon Simoff,Paul Kennedy,Quang Vinh Nguyen Pdf

Data-driven science has become a major decision-making aid for the diagnosis and treatment of disease. Computational and visual analytics enables effective exploration and sense making of large and complex data through the deployment of appropriate data science methods, meaningful visualisation and human-information interaction. This edited volume covers state-of-the-art theory, method, models, design, evaluation and applications in computational and visual analytics in desktop, mobile and immersive environments for analysing biomedical and health data. The book is focused on data-driven integral analysis, including computational methods and visual analytics practices and solutions for discovering actionable knowledge in support of clinical actions in real environments. By studying how data and visual analytics have been implemented into the healthcare domain, the book demonstrates how analytics influences the domain through improving decision making, specifying diagnostics, selecting the best treatments and generating clinical certainty.

Handbook on Digital Corporate Communication

Author : Vilma Luoma-aho,Mark Badham
Publisher : Edward Elgar Publishing
Page : 483 pages
File Size : 50,6 Mb
Release : 2023-05-09
Category : Business & Economics
ISBN : 9781802201963

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Handbook on Digital Corporate Communication by Vilma Luoma-aho,Mark Badham Pdf

This comprehensive Handbook offers an extensive overview of current knowledge of corporate communication from a digital perspective. It provides a state-of-the-art view of the ubiquitous impact, both positive and negative, of digital technologies and digitalisation processes on corporate communication.

Research Handbook on Privacy and Data Protection Law

Author : González, Gloria,Van Brakel, Rosamunde,De Hert, Paul
Publisher : Edward Elgar Publishing
Page : 480 pages
File Size : 53,9 Mb
Release : 2022-03-15
Category : Law
ISBN : 9781786438515

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Research Handbook on Privacy and Data Protection Law by González, Gloria,Van Brakel, Rosamunde,De Hert, Paul Pdf

This Research Handbook is an insightful overview of the key rules, concepts and tensions in privacy and data protection law. It highlights the increasing global significance of this area of law, illustrating the many complexities in the field through a blend of theoretical and empirical perspectives.

The State of Open Data

Author : Davies, Tim,Walker, Stephen B.,Rubinstein, Mor
Publisher : African Minds
Page : 590 pages
File Size : 54,8 Mb
Release : 2019-05-22
Category : Social Science
ISBN : 9781928331957

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The State of Open Data by Davies, Tim,Walker, Stephen B.,Rubinstein, Mor Pdf

It’s been ten years since open data first broke onto the global stage. Over the past decade, thousands of programmes and projects around the world have worked to open data and use it to address a myriad of social and economic challenges. Meanwhile, issues related to data rights and privacy have moved to the centre of public and political discourse. As the open data movement enters a new phase in its evolution, shifting to target real-world problems and embed open data thinking into other existing or emerging communities of practice, big questions still remain. How will open data initiatives respond to new concerns about privacy, inclusion, and artificial intelligence? And what can we learn from the last decade in order to deliver impact where it is most needed? The State of Open Data brings together over 60 authors from around the world to address these questions and to take stock of the real progress made to date across sectors and around the world, uncovering the issues that will shape the future of open data in the years to come.

Human-Computer Interaction – INTERACT 2019

Author : David Lamas,Fernando Loizides,Lennart Nacke,Helen Petrie,Marco Winckler,Panayiotis Zaphiris
Publisher : Springer Nature
Page : 794 pages
File Size : 40,8 Mb
Release : 2019-08-28
Category : Computers
ISBN : 9783030293819

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Human-Computer Interaction – INTERACT 2019 by David Lamas,Fernando Loizides,Lennart Nacke,Helen Petrie,Marco Winckler,Panayiotis Zaphiris Pdf

The four-volume set LNCS 11746–11749 constitutes the proceedings of the 17th IFIP TC 13 International Conference on Human-Computer Interaction, INTERACT 2019, held in Paphos, Cyprus, in September 2019. The total of 111 full papers presented together with 55 short papers and 48 other papers in these books was carefully reviewed and selected from 385 submissions. The contributions are organized in topical sections named: Part I: accessibility design principles; assistive technology for cognition and neurodevelopment disorders; assistive technology for mobility and rehabilitation; assistive technology for visually impaired; co-design and design methods; crowdsourcing and collaborative work; cyber security and e-voting systems; design methods; design principles for safety/critical systems. Part II: e-commerce; education and HCI curriculum I; education and HCI curriculum II; eye-gaze interaction; games and gamification; human-robot interaction and 3D interaction; information visualization; information visualization and augmented reality; interaction design for culture and development I. Part III: interaction design for culture and development II; interaction design for culture and development III; interaction in public spaces; interaction techniques for writing and drawing; methods for user studies; mobile HCI; personalization and recommender systems; pointing, touch, gesture and speech-based interaction techniques; social networks and social media interaction. Part IV: user modelling and user studies; user experience; users’ emotions, feelings and perception; virtual and augmented reality I; virtual and augmented reality II; wearable and tangible interaction; courses; demonstrations and installations; industry case studies; interactive posters; panels; workshops. The chapter ‘Analyzing Accessibility Barriers Using Cost-Benefit Analysis to Design Reliable Navigation Services for Wheelchair Users’ is open access under a CC BY 4.0 license.

Legal Regulations, Implications, and Issues Surrounding Digital Data

Author : Jackson, Margaret,Shelly, Marita
Publisher : IGI Global
Page : 240 pages
File Size : 54,9 Mb
Release : 2020-06-12
Category : Computers
ISBN : 9781799831327

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Legal Regulations, Implications, and Issues Surrounding Digital Data by Jackson, Margaret,Shelly, Marita Pdf

Every year, there are advances in the way that we deal with information as individuals, governments, and organizations. We live and work predominantly online resulting in an enormous amount of digital data. The way that information is used is constantly changing with individuals, governments, and corporations all involved in collecting, storing, using, disclosing, and transferring information online. The growth in artificial intelligence and its effects on data will impact all individuals. It is imperative that a greater understanding of these new advances is gained, in particular, the legal implications they have for society. Legal Regulations, Implications, and Issues Surrounding Digital Data is an essential research publication that assists readers in understanding the current technology they are using, how digital data is being used by governments and organizations, and the current legal issues surrounding these areas that set out challenges in everyday life. Highlighting topics such as data protection, cybercrime, and privacy, this book is ideal for lawyers, academicians, IT specialists, policymakers, cybersecurity professionals, law professionals, researchers, academicians, and students.

The Routledge Handbook of Developments in Digital Journalism Studies

Author : Scott Eldridge II,Bob Franklin
Publisher : Routledge
Page : 542 pages
File Size : 46,6 Mb
Release : 2018-09-03
Category : Social Science
ISBN : 9781351982092

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The Routledge Handbook of Developments in Digital Journalism Studies by Scott Eldridge II,Bob Franklin Pdf

The Routledge Handbook of Developments in Digital Journalism Studies offers a unique and authoritative collection of essays that report on and address the significant issues and focal debates shaping the innovative field of digital journalism studies. In the short time this field has grown, aspects of journalism have moved from the digital niche to the digital mainstay, and digital innovations have been ‘normalized’ into everyday journalistic practice. These cycles of disruption and normalization support this book’s central claim that we are witnessing the emergence of digital journalism studies as a discrete academic field. Essays bring together the research and reflections of internationally distinguished academics, journalists, teachers, and researchers to help make sense of a reconceptualized journalism and its effects on journalism’s products, processes, resources, and the relationship between journalists and their audiences. The handbook also discusses the complexities and challenges in studying digital journalism and shines light on previously unexplored areas of inquiry such as aspects of digital resistance, protest, and minority voices. The Routledge Handbook of Developments in Digital Journalism Studies is a carefully curated overview of the range of diverse but interrelated original research that is helping to define this emerging discipline. It will be of particular interest to undergraduate and postgraduate students studying digital, online, computational, and multimedia journalism.

Algorithms and Law

Author : Martin Ebers,Susana Navas
Publisher : Cambridge University Press
Page : 321 pages
File Size : 51,7 Mb
Release : 2020-07-23
Category : Computers
ISBN : 9781108424820

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Algorithms and Law by Martin Ebers,Susana Navas Pdf

Exploring issues from big-data to robotics, this volume is the first to comprehensively examine the regulatory implications of AI technology.