Human Computation

Edith Law

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Language: English

Published by Springer, Springer Jun 2011, 2011

3031004272 / 9783031004278

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This item is printed on demand - Print on Demand Titel. Neuware -Human computation is a new and evolving research area that centers around harnessing human intelligence to solve computational problems that are beyond the scope of existing Artificial Intelligence (AI) algorithms. With the growth of the Web, human computation systems can now leverage the abilities of an unprecedented number of people via the Web to perform complex computation. There are various genres of human computation applications that exist today. Games with a purpose (e.g., the ESP Game) specifically target online gamers who generate useful data (e.g., image tags) while playing an enjoyable game. Crowdsourcing marketplaces (e.g., Amazon Mechanical Turk) are human computation systems that coordinate workers to perform tasks in exchange for monetary rewards. In identity verification tasks, users perform computation in order to gain access to some online content; an example is reCAPTCHA, which leverages millions of users who solve CAPTCHAs every day to correct words in books that optical character recognition (OCR) programs fail to recognize with certainty. This book is aimed at achieving four goals: (1) defining human computation as a research area; (2) providing a comprehensive review of existing work; (3) drawing connections to a wide variety of disciplines, including AI, Machine Learning, HCI, Mechanism/Market Design and Psychology, and capturing their unique perspectives on the core research questions in human computation; and (4) suggesting promising research directions for the future. Table of Contents: Introduction / Human Computation Algorithms / Aggregating Outputs / Task Routing / Understanding Workers and Requesters / The Art of Asking Questions / The Future of Human ComputationSpringer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 124 pp. Englisch.

Seller Inventory # 9783031004278

Title
Human Computation
Author
Edith Law
Publisher
Springer, Springer Jun 2011
Publication year
2011
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031004272
ISBN 13
9783031004278
Item weight
248 grams
Dimensions
235x191x8 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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