Title :
Multi-dimension multimedia high-level semantic structure and locating algorithm
Author :
Sun, Yuan ; Chen, Hexin ; Wu, Qingyan ; Liu, Wenjun
Author_Institution :
Center for Comput. Fundamental Educ., Jilin Univ., Changchun, China
Abstract :
Derived from the thought of data cube, this paper presents a new structure model which organizes multimedia data in a multi-dimensional data cube. For the problem of semantic gap in retrieving multimedia information, the paper gives the definition and operation laws of matrix division method, which describes the high-level semantic structure for a lot of kinds of multimedia information. We retrieve multimedia information by using the high-level semantic structure to solve the problem of semantic gap. Based on the structure, the paper presents a partial priority algorithm by the results users locate multimedia information. The locating efficiency is improved by the algorithm based on the structure through modifying the high-level semantic branch weight by every result users locate multimedia information automatically.
Keywords :
data structures; information retrieval; matrix algebra; multimedia computing; matrix division method; multidimension multimedia high-level semantic structure model; multidimensional data cube; multimedia information locating algorithm; multimedia information retrieval; partial priority algorithm; semantic gap; Communication industry; Computer industry; Computer science education; Data engineering; Educational institutions; Educational technology; Image retrieval; Information retrieval; Mathematical model; Sun; high-level semantic; matrix division method; multi-dimension multimedia;
Conference_Titel :
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6367-1
DOI :
10.1109/ICETC.2010.5529706