Download Ebook BookHuman Computation (Synthesis Lectures on Artificial Intelligence and Machine Learning)

[Get.M8qy] Human Computation (Synthesis Lectures on Artificial Intelligence and Machine Learning)

[Get.M8qy] Human Computation (Synthesis Lectures on Artificial Intelligence and Machine Learning)

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Book Details :
Published on: 2011-07-11
Released on:
Original language: English

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 Computation Graduate School of Operational and Information Sciences ... Graduate School of Operational and Information Sciences (GSOIS) Website. my.nps.edu/web/gsois. Dean. Gordon McCormick Ph.D. Naval Postgraduate School Creating of avatar - av.ai If this is your first visit be sure to check out the FAQ by clicking the link above. You may have to register before you can post: click the register link above to ... UCC Book of Modules 2016/2017: CSXXXX Students should note that all of the modules below may not be available to them. Undergraduate students should refer to the relevant section of the UCC Undergraduate ... Research & Reviews Computer Science Journals High ... Computer Science. Computer Science is the scientific and practical approach to computation and its applications. It is the study of automating algorithmic processes. Artificial intelligence - Wikipedia Artificial intelligence (AI) is intelligence exhibited by machines. In computer science the field of AI research defines itself as the study of "intelligent agents ... ELECTRICAL ENGINEERING - University of Washington COLLEGE OF ENGINEERING ELECTRICAL ENGINEERING Detailed course offerings (Time Schedule) are available for. Winter Quarter 2017; Spring Quarter 2017 The Law of Accelerating Returns KurzweilAI The rate of technological change has serious implications for the economics of investing in terms of a buy now or wait for the next improved model problem. Department of Informatics : University of Sussex The Department of Informatics at the University of Sussex is a leading centre for the study of computer science and interdisciplinary applications of computing. Turing Father of the Modern Computer - The Rutherford Journal 1936: The universal Turing machine: Turing leaves Cambridge for the Institute of Advanced Study at Princeton where he continues his pioneering work in recursion ... Microsoft Research Emerging Technology Computer and ... Research Research. Research Home; Research areas. Algorithms Artificial intelligence Computer systems and networking
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