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Dr. Taha Osman
Dr Evtim Peytchev
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Christophe Claramunt Dhavalkumar
Thakker
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Semantic Web services Research Group,
Nottingham Trent University,
315, CIB Building,
Nottingham NG11 8NS
United Kingdom
++44(O) 115 848 8370
++44(F)115 848 8429
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"Ontological Data Mining from Blog Entries Focusing on User Interests"
Mr Makoto Nakatsuji - NTT Network Service Systems Laboratories, Japan
Recent concerns about context-awareness
in offering ubiquitous services, for example, offering appropriate content
to users in accordance with user situations such as the time, place,
interests, or properties, necessitate efficient semantic analyses and
handling.
We devised a method that extracts user interests by analyzing blog-entries.
We define a new concept "innovative topic" that is new and
interesting to users. We establish a new type of recommendation by detecting
innovative topics, even though they are not included in the user profile.
We extract and recommend innovative topics for each user from other
users'
blog entries. In this way, we try to increase the activity of blog communities
by letting users view those recommended innovative topics.
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