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(39)¡¡Is It Out There? The Perspectives of Emotional
Information Retrieval from the Internet Resources
¡¡¡¡¡¡¡¡Proceedings of the IASTED Artificial Intelligence and Applications Conference,
pp.22-27, 2002-9
¡¡Many researchers tend to think of WWW as an enormous database, which unfortunately
is full of informational garbage that makes the webmining or knowledge-bases creation
difficult. However when we started to rummage through those seemingly useless
for AI purposes personal homepages with very similar contents, we imagined the
human brain cells might look exactly the same. Not only the stored pieces of semantic
information are important but also the number of how many times such similar data
was stored. We assumed that the Internet is an interesting material for retrieving
a common sense, beliefs, opinions and emotional information for various types
of agents. Without any sophisticated method our system is able to easily find
out that in most cases being cold is not pleasant and cold beer almost always
"sounds nice" or that one movie star is being loved and another hated.
In this paper we introduce ideas for our project (GENTA - GENeral belief reTrieving
Agent) and the results of initial experiments with implementing a primitive method
of retrieving basic feelings towards uman user's utterances and applying this
emotional information in Inductive Learning of the speech acts.
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