An Introduction to Hybrid Human-Machine Information Systems

ISBN-13: 9781680833744 / Angielski / Miękka / 2017 / 106 str.

Gianluca Demartini; Djellel Eddine Difallah; Ujwal Gadiraju

Opis

This monograph introduces the area of Human Computation and present an overview of different applications for which Hybrid Human-Machine Information Systems have already been used in the realms of data management, information retrieval, natural language processing, semantic web, machine learning, and multimedia to better solve existing problems.

Spis treści

• 1. Crowdsourcing and Human Computation
• 2. Hybrid Systems for Databases
• 3. Hybrid Systems for Information Retrieval
• 4. Hybrid Systems for Natural Language Processing
• 5. Hybrid Systems for Semantic Web
• 6. Hybrid Systems for Machine Learning
• 7. Hybrid Systems for Multimedia Processing
• 8. Discussion and Research Directions
• Acknowledgements
• References