'Text Categorization' Category
Guest Contributor wanted for next 3 weeks
If you have an interest in writing on artificial intelligence, clustering, information retrieval or computer science in general and are interested in reviewing one or more articles over the coming three weeks on this forum, please contact me by leaving a comment on this post. All topics will be subject to my review for appropriateness, [...]
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Discussion of Joachims (SVMs)
This week, if you remember, we are discussing Text Categorization with Support Vector Machines: Learning with Many Relevant Features - Joachims (ResearchIndex), which is a paper on Text Categorization (one of the most cited such papers on Google Scholar under the Text Categorization search).
Text Categorization is the problem of assigning one or more predefined categories [...]Popularity: 5% [?]
Text Categorization with Support Vector Machines: Learning with Many Relevant Features - Joachims (ResearchIndex)
Text Categorization with Support Vector Machines: Learning with Many Relevant Features - Joachims (ResearchIndex)
Week 2, as promised, is another Text Categorization topic, and this one is pretty big, receiving over 1500 cites according to Google Scholar. I know a little bit (little being the operative word) about SVMs (Support Vector Machines) so it will be [...]Popularity: 3% [?]
Discussion of Sections 5-7 of Yang 97
Whew, I think we’ve made it through our first paper, or we are about to anyway. If you recall, we are working our way through Yang 97 and had made it through the first 4 sections so far, which are covered here. This leaves us with the meat of the paper, I guess, which is [...]
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Discussion of Sections 1-4 of Yang 97
So, hopefully everyone has read the paper (http://www.paperoftheweek.com/2007/01/08/an-evaluation-of-statistical-approaches-to-text-categorization-yang-researchindex/) at least once. The first 4 sections are quite easy to get, in my opinion, as they define the problem of text categorization and lay the framework for the experiments. Digging into the details of the various implementations will be left as an exercise for [...]
Popularity: 3% [?]
