Learning to Link with Wikipedia
author: David Milne,
Computer Science Department, University of Waikato
published: Nov. 19, 2008, recorded: October 2008, views: 5358
published: Nov. 19, 2008, recorded: October 2008, views: 5358
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Reviews and comments:
I am unable to hear the sound with "Standalone WM Player".
Great lecture!
Thank David.
Thanks; nicely set up here, with the ability to click through your vid.
WP overall is massively (internally) overlinked. Most wikilink decisions require human decisions as to reader-utility and relevance. I do hope this algorithm won't lead to a worsening of overlinking.
Tony
@Tony
I tend to agree with you; Wikipedia has a lot of pointless links. I definitely think that any linking algorithm that is run on Wikipedia should be closely supervised. I would only suggest using this in an interactive setting, where the algorithm suggests links and a person must explicitly verify or correct them (i.e. they don't get included until someone says they should).
That said, this kind of stuff could actually help to fix the overlinking problem you have identified. It could easily look at existing links and indicate those that don't fit the model it has learned. That model can be built from any set of wikipedia articles; i.e. a carefully crafted set of articles that have been linked very sparingly?
Also, the broader applications are for other documents (e.g. news stories, blogs, etc), not Wikipedia itself.
this is verry useful. I vas looking for something like this. And now i found it by mistake
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