Large Scale Rich Media Information Search: Challenges and Opportunities
Conference Proceeding Article
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.
Databases and Information Systems | Numerical Analysis and Scientific Computing
Data Management and Analytics
Advances in Multimedia Information Processing - PCM 2010: 11th Pacific Rim Conference on Multimedia, Shanghai, China, September 2010, Proceedings, Part II
City or Country
CHENG, Zhiyong and SHEN, Jialie.
Large Scale Rich Media Information Search: Challenges and Opportunities. (2010). Advances in Multimedia Information Processing - PCM 2010: 11th Pacific Rim Conference on Multimedia, Shanghai, China, September 2010, Proceedings, Part II. 6298, 13-21. Research Collection School Of Information Systems.
Available at: http://ink.library.smu.edu.sg/sis_research/649