Web-Based Multimedia Databases: Prospects and Challenges
Keynote Talk (Click
for Photos)
Arif Ghafoor
Distributed Multimedia Systems Laboratory
School of Electrical and Computer Engineering
Purdue University, West Lafayette, IN 47907
ghafoor@ecn.purdue.edu
Abstract
Development of Web-based multimedia applications
is expected to hold central importance for engineering and
technological progress during the rest of this decade. It is
already opening up new research frontiers in a number of areas
such as multimedia data modeling and indexing, data mining,
multimedia document management, semantic Web, pervasive
computing, distributed sensor networks, computer security,
real-time operating systems, human-computer interaction, and
storage technology etc. As a result of concerted effort in these
areas, many Web-accessible multimedia applications involving
different media types, e.g., video, audio, text, images,
animation and graphics, are rapidly emerging Examples of such
applications abound in the domains of health care, education,
entertainment, manufacturing, e-commerce, digital libraries as
well as military and critical national infrastructures. The
premise is that the integration of Web and multimedia
technologies can provide cost effective solutions for management
and dissemination of information, which is a primary tool for
increasing economic efficiency.
Development of Web-based multimedia applications
needs a broad range of technological solutions that deal with
organizing, storing, and delivering multimedia information in an
integrated, secure and timely manner with guaranteed quality of
service (QoS). Multimedia database management, when viewed in
conjunction with integration of contents from independent
Web-based data sources, present formidable research and
development challenges. Key challenges include:
-
content analysis and indexing of
distributed multimedia data and documents
-
semantic modeling and
knowledge-based representation of multimedia data
-
transformation and organization
of multimedia data semantics as a part of Semantic Web
-
security and privacy issues
concerning Web-based multimedia data sources
-
emerging Web standards and their
role in managing such sources
In this talk, we elaborate on these challenges and describe
several solutions and tools that have been developed for
Web-based multimedia database systems.
Professor
Arif Ghafoor's
Keynote Speech
(Click
on the images to see larger photos)
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