Text mining is discussed, and we see a reference to Jigsaw, from a different article we've read. A good description of a few other applications are given as well. Word frequencies and concordances are talked about. I find it interesting that the author shows that tag clouds are not as useful as lists for search, but I guess that seems obvious. Citation analysis is mentioned as well, and that's something I've found useful in the past, if not with a fancy visualization. I do kind of with Google scholar did a visualization in such a way (unless they already do, and I'm missing it).
This was a great overview, as I mentioned. I think I would like to read some of the other chapters in the series that this author mentions.
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