[Sigia-l] ConceptNet
Listera
listera at rcn.com
Wed Feb 15 16:49:26 EST 2006
ConceptNet is a freely available commonsense knowledgebase and
natural-language-processing toolkit which supports many practical
textual-reasoning tasks over real-world documents right out-of-the-box
(without additional statistical training) including
* topic-jisting (e.g. a news article containing the concepts, ³gun,²
³convenience store,² ³demand money² and ³make getaway² might suggest the
topics ³robbery² and ³crime²),
* affect-sensing (e.g. this email is sad and angry),
* analogy-making (e.g. ³scissors,² ³razor,² ³nail clipper,² and ³sword² are
perhaps like a ³knife² because they are all ³sharp,² and can be used to ³cut
something²),
* text summarization
* contextual expansion
* causal projection
* cold document classification
* and other context-oriented inferences
The ConceptNet knowledgebase is a semantic network presently available in
two versions: concise (200,000 assertions) and full (1.6 million
assertions). Commonsense knowledge in ConceptNet encompasses the spatial,
physical, social, temporal, and psychological aspects of everyday life.
Whereas similar large-scale semantic knowledgebases like Cyc and WordNet are
carefully handcrafted, ConceptNet is generated automatically from the
700,000 sentences of the Open Mind Common Sense Project a World Wide Web
based collaboration with over 14,000 authors.
<http://web.media.mit.edu/~hugo/conceptnet/>
The Flash browser is apparently missing on that page. Anyone played with
ConceptNet yet?
----
Ziya
Design is doing for a dime what anyone can do for a dollar.
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