Scalable Uncertainty Management
Subtitle: 7th International Conference, SUM 2013, Washington, DC, USA, September 16-18, 2013, Proceedings
Publisher: Springer
Published: 2013
Language: eng
Number of pages: 387
ISBN-13: 9783642403804
Subjects: Uncertainty (information theory); Artificial intelligence
Description: This book constitutes the refereed proceedings of the 7th International Conference on Scalable Uncertainty Management, SUM 2013, held in Washington, DC, USA, in September 2013. The 26 revised full papers and 3 revised short papers were carefully reviewed and selected from 57 submissions. The papers cover topics in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information including applications in decision support systems, machine learning, negotiation technologies, semantic web applications, search engines, ontology systems, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.