Large Scale Rich Media Information Search: Challenges and Opportunities

Publication Type

Conference Proceeding Article

Publication Date

9-2010

Abstract

In recent years, the emergence of online social network and other web applications is dramatically changing how rich media information is accessed and presented, how knowledge is processed and extracted, and how business can be conducted. Characteristics of the related data, users and computing environment influence the development, implementation and evaluation of media (e.g., text, audio, image and video) retrieval systems significantly. Designing effective search algorithms plays a critical role to satisfy user’s information needs. In this article, we try to identify several potential research directions and discuss critical technical challenges on how to efficiently develop rich/multimedia retrieval and data management techniques from different respects. They include query formulation, recommendation systems, and index structure for query speed and scalability improvement.

Discipline

Databases and Information Systems | Numerical Analysis and Scientific Computing

Publication

Advances in Multimedia Information Processing - PCM 2010: 11th Pacific Rim Conference on Multimedia, Shanghai, China, September 2010, Proceedings, Part II

Volume

6298

First Page

13

Last Page

21

ISBN

9783642156960

Identifier

10.1007/978-3-642-15696-0_2

Publisher

Springer Verlag

City or Country

Shanghai, China

Additional URL

http://dx.doi.org/10.1007/978-3-642-15696-0_2

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