TY - GEN
T1 - Collective evolutionary indexing of multimedia objects
AU - LEUNG, Clement H C
AU - Chan, W. S.
AU - LIU, Jiming
N1 - Copyright:
Copyright 2009 Elsevier B.V., All rights reserved.
PY - 2009
Y1 - 2009
N2 - The evolution of multimedia technology and the Internet boost the multimedia sharing and searching activities among social networks. The requirements of semantic multimedia retrieval goes far beyond those provided by the text-based search engines technology. Here, we present an collaborative approach that enables the semantic search of the multimedia objects by the collective discovery and meaningful indexing of their semantic concepts. Through the successive use of our model, semantic concepts can be discovered and incorporated by analyzing the users' search queries, relevance feedback and selection patterns. Eventually, through the growth and evolution of the index hierarchy, the semantic index can be dynamically constructed, validated, and naturally built-up towards the expectation of the social network.
AB - The evolution of multimedia technology and the Internet boost the multimedia sharing and searching activities among social networks. The requirements of semantic multimedia retrieval goes far beyond those provided by the text-based search engines technology. Here, we present an collaborative approach that enables the semantic search of the multimedia objects by the collective discovery and meaningful indexing of their semantic concepts. Through the successive use of our model, semantic concepts can be discovered and incorporated by analyzing the users' search queries, relevance feedback and selection patterns. Eventually, through the growth and evolution of the index hierarchy, the semantic index can be dynamically constructed, validated, and naturally built-up towards the expectation of the social network.
KW - Collaborative Indexing
KW - Multimedia Retrieval
KW - Social Networks
UR - http://www.scopus.com/inward/record.url?scp=70350656214&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-02454-2_73
DO - 10.1007/978-3-642-02454-2_73
M3 - Conference proceeding
AN - SCOPUS:70350656214
SN - 364202453X
SN - 9783642024535
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 937
EP - 948
BT - Computational Science and Its Applications - ICCSA 2009 - International Conference, Proceedings
T2 - International Conference on Computational Science and Its Applications, ICCSA 2009
Y2 - 29 June 2009 through 2 July 2009
ER -