Content-based filtering and personalization using structured metadata
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries, 2002•dl.acm.org
… In this paper, we propose novel algorithms for (i) automatically determining a user’s profile
from his/her usage history (profiling agent), and (ii) automatically filtering content according
to the user’s profile (filtering agent). The proposed algorithms are designed to support an
MPEG-7 or TVAnytime compliant description framework, although they can also be utilized
in a non-standard environment. We present a framework for integrated personalization and
management of multimedia content (see Figure 1) which allows non-intrusive observation …
from his/her usage history (profiling agent), and (ii) automatically filtering content according
to the user’s profile (filtering agent). The proposed algorithms are designed to support an
MPEG-7 or TVAnytime compliant description framework, although they can also be utilized
in a non-standard environment. We present a framework for integrated personalization and
management of multimedia content (see Figure 1) which allows non-intrusive observation …
Structured descriptions of multimedia content and automatically generated user profiles are used to filter content.
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