Collective Intelligence and Digital Archives
Collective Intelligence and Digital Archives

Author: Samuel Szoniecky

Publisher: John Wiley & Sons

Published: 2017-02-21

Total Pages: 263

ISBN-13: 1786300605

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Collective Intelligence and Digital Archives DIGITAL TOOLS AND USES SET Coordinated by Imad Saleh This book presents the most up-to-date research from different areas of digital archives to show how and why collective intelligence is being developed to organize and better communicate new masses of information. Current archive digitization projects produce an enormous amount of digital data (Big Data). Thanks to the proactive approach of large public institutions, this data is increasingly accessible. Despite the recent stabilization of technical and legal frameworks, the use of data has yet to be enriched by processes such as collective intelligence. By exploring the field of digital humanities, audiovisual archives, preservation of cultural heritage, crowdsourcing and the recovery of scientific archives, this book presents and analyzes concrete examples of collective intelligence for use in digital archives.

Collective Intelligence in Action
Collective Intelligence in Action

Author: Satnam Alag

Publisher: Simon and Schuster

Published: 2008-09-30

Total Pages: 609

ISBN-13: 163835538X

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There's a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once? Identifying the wants, needs, and knowledge of internet users can be like listening to a mob. In the Web 2.0 era, leveraging the collective power of user contributions, interactions, and feedback is the key to market dominance. A new category of powerful programming techniques lets you discover the patterns, inter-relationships, and individual profiles-the collective intelligence--locked in the data people leave behind as they surf websites, post blogs, and interact with other users. Collective Intelligence in Action is a hands-on guidebook for implementing collective intelligence concepts using Java. It is the first Java-based book to emphasize the underlying algorithms and technical implementation of vital data gathering and mining techniques like analyzing trends, discovering relationships, and making predictions. It provides a pragmatic approach to personalization by combining content-based analysis with collaborative approaches. This book is for Java developers implementing Collective Intelligence in real, high-use applications. Following a running example in which you harvest and use information from blogs, you learn to develop software that you can embed in your own applications. The code examples are immediately reusable and give the Java developer a working collective intelligence toolkit. Along the way, you work with, a number of APIs and open-source toolkits including text analysis and search using Lucene, web-crawling using Nutch, and applying machine learning algorithms using WEKA and the Java Data Mining (JDM) standard. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.

Handbook of Collective Intelligence
Handbook of Collective Intelligence

Author: Thomas W. Malone

Publisher: MIT Press

Published: 2022-06-07

Total Pages: 230

ISBN-13: 0262545845

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Experts describe the latest research in a rapidly growing multidisciplinary field, the study of groups of individuals acting collectively in ways that seem intelligent. Intelligence does not arise only in individual brains; it also arises in groups of individuals. This is collective intelligence: groups of individuals acting collectively in ways that seem intelligent. In recent years, a new kind of collective intelligence has emerged: interconnected groups of people and computers, collectively doing intelligent things. Today these groups are engaged in tasks that range from writing software to predicting the results of presidential elections. This volume reports on the latest research in the study of collective intelligence, laying out a shared set of research challenges from a variety of disciplinary and methodological perspectives. Taken together, these essays—by leading researchers from such fields as computer science, biology, economics, and psychology—lay the foundation for a new multidisciplinary field. Each essay describes the work on collective intelligence in a particular discipline—for example, economics and the study of markets; biology and research on emergent behavior in ant colonies; human-computer interaction and artificial intelligence; and cognitive psychology and the “wisdom of crowds” effect. Other areas in social science covered include social psychology, organizational theory, law, and communications. Contributors Eytan Adar, Ishani Aggarwal, Yochai Benkler, Michael S. Bernstein, Jeffrey P. Bigham, Jonathan Bragg, Deborah M. Gordon, Benjamin Mako Hill, Christopher H. Lin, Andrew W. Lo, Thomas W. Malone, Mausam, Brent Miller, Aaron Shaw, Mark Steyvers, Daniel S. Weld, Anita Williams Woolley

Digital Technology and the Practices of Humanities Research
Digital Technology and the Practices of Humanities Research

Author: Jennifer Edmond

Publisher: Open Book Publishers

Published: 2020-01-30

Total Pages: 172

ISBN-13: 1783748427

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How does technology impact research practices in the humanities? How does digitisation shape scholarly identity? How do we negotiate trust in the digital realm? What is scholarship, what forms can it take, and how does it acquire authority? This diverse set of essays demonstrate the importance of asking such questions, bringing together established and emerging scholars from a variety of disciplines, at a time when data is increasingly being incorporated as an input and output in humanities sources and publications. Major themes addressed include the changing nature of scholarly publishing in a digital age, the different kinds of ‘gate-keepers’ for scholarship, and the difficulties of effectively assessing the impact of digital resources. The essays bring theoretical and practical perspectives into conversation, offering readers not only comprehensive examinations of past and present discourse on digital scholarship, but tightly-focused case studies. This timely volume illuminates the different forces underlying the shifting practices in humanities research today, with especial focus on how humanists take ownership of, and are empowered by, technology in unexpected ways. Digital Technology and the Practices of Humanities Research is essential reading for scholars, students, and general readers interested in the changing culture of research practices in the humanities, and in the future of the digital humanities on the whole.

Understanding the Collective Collection
Understanding the Collective Collection

Author: Lorcan Dempsey

Publisher:

Published: 2013

Total Pages: 224

ISBN-13: 9781556534614

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A compilation of previously-published articles and reports authored by OCLC Research staff and collaborators and published between 2006 and 2013. This collection focuses on the changes in focus, boundaries and value of library collections as the shift from primarily hardcopy (e.g., print) collections to digital resources and networks occurs in libraries.

Big Mind
Big Mind

Author: Geoff Mulgan

Publisher: Princeton University Press

Published: 2019-11-12

Total Pages: 288

ISBN-13: 0691196168

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"A new field of collective intelligence has emerged in the last few years, prompted by a wave of digital technologies that make it possible for organizations and societies to think at large scale. This "bigger mind"--human and machine capabilities working together--has the potential to solve the great challenges of our time. So why do smart technologies not automatically lead to smart results? Gathering insights from diverse fields, including philosophy, computer science, and biology, Big Mind reveals how collective intelligence can guide corporations, governments, universities, and societies to make the most of human brains and digital technologies"--Amazon.com.

Use and Reuse of the Digital Archive
Use and Reuse of the Digital Archive

Author: John Potts

Publisher: Springer Nature

Published: 2021-08-31

Total Pages: 172

ISBN-13: 3030795233

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This book examines the use and re-use of digital archives in a unique manner, by combining theoretical and practical approaches to the contemporary digital archive. The book brings together a range of writers - specialising in media and cultural studies, contemporary art and art history, digital and networked culture, library and museum studies - to explore the cultural impact of digital archives. Several of the essays describe the process of constructing a digital archive as a specific case study – in digitising a physical archive and designing a searchable digital database as the core of the digital archive. Other chapters explore the cultural significance of digital archives in more general theoretical terms. These considerations include: the specific properties of the digital archive; its similarities and differences to the traditional paper-based archive; the ethical decisions made in the design of an archive; and the potential for creative re-use of online archived materials.

Digital Libraries and Crowdsourcing
Digital Libraries and Crowdsourcing

Author: Mathieu Andro

Publisher: John Wiley & Sons

Published: 2018-03-13

Total Pages: 244

ISBN-13: 178630161X

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Instead of outsourcing tasks to providers using labor-intensive countries, libraries around the world increasingly appeal to the crowds of Internet users, making their relationship with users more collaborative . These internet users can be volunteers or paid, work consciously, unconsciously or in the form of games. They can provide the workforce, skills, knowledge or financial resources that libraries need in order to achieve unimaginable goals.