Homo Ludens in the Loop
Playful Human Computation Systems
Published on 20. August 2014
105 pages
978-3-8495-9207-3 (ISBN)
Description
The human mind is incredible. It solves problems with ease that will elude machines even for the next decades. This book explores what happens when humans and machines work together to solve problems machines cannot yet solve alone. It explains how machines and computers can work together and how humans can have fun helping to face some of the most challenging problems of artificial intelligence. In this book, you will find designs for games that are entertaining and yet able to collect data to train machines for complex tasks such as natural language processing or image understanding. You will also find concepts and solutions for some of the various challenges of these games.
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08/2014
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Content
- Cover
- Copyright Page
- Title Page
- Dedication
- Table of Content
- 1. Introduction
- 2. State of Art
- 2.1 Background
- 2.2 Related work
- 2.3 Common Concepts
- 3. FastTag
- 3.1 Introduction
- 3.2 Binary Verification
- 3.3 Conclusion
- 4. OnToGalaxy
- 4.1 Introduction
- 4.2 Design
- 4.3 Game Play
- 4.4 Task Design
- 4.5 User Experience
- 4.6 Conclusion
- 5. Webpardy
- 5.1 Introduction
- 5.2 The Webpardy Online Game
- 5.3 Quality Management
- 5.4 Results
- 5.5 Conlusion
- 6. Empathy
- 6.1 Introduction
- 6.2 General Game Idea
- 6.3 GameLab Tool-Suite
- 6.4 Experiment
- 6.5 Empathy Game setup
- 6.6 GuessIt Game Setup
- 6.7 Crowdsourcing Setup
- 6.8 Results
- 6.9 Conclusion
- 6.10 Future Work
- 7. Dewknow
- 7.1 Introduction
- 7.2 General Idea
- 7.3 Response Integration
- 7.4 Calculating the Response Matrix
- 7.5 Calculating the Requests Probability Vector
- 7.6 Calculating the Best Fit Kappa
- 7.7 Evaluation
- 7.8 Conclusion
- 8. Bouncer
- 8.1 Introduction
- 8.2 Crowdsourced Translation
- 8.3 Study Design
- 8.4 The Feature Vector
- 8.5 Machine Learning Algorithms
- 8.6 Results
- 8.7 Conclusion & Future work
- 9. Conclusion
- 9.1 Identification
- 9.2 Observation
- 9.3 Evaluation
- 9.4 Motivation
- 10. Bibliography
- 11. Appendix
- 11.1 Figures
- 11.2 Table of Tables
- 11.3 List of Synonyms
- 11.4 OnToGalaxy Scaled Figures
