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More advanced semantic analysis, and subjective appeal are just the beginning here, but it's going to take a lot of work from advanced programmers.
Topsy sifts through Twitter messages and uses advanced semantic analysis software to determine if someone is in support of a candidate, or a detractor.
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Hanwell, M. D. et al. Avogadro: an advanced semantic chemical editor, visualization, and analysis platform.
(A more accurate measure would require some fairly sophisticated sentence-level semantic analysis).
Google in fact purchased one of the most advanced companies in the world doing semantic analysis, Applied Semantics, to further its ability to search text for much more than mere words.
Probabilistic Latent Semantic Analysis.
It's the primary tool for semantic analysis.
Robust Semantic Analysis of Multiword Expressions with FrameNet.
Optional: Read the Wikipedia page on latent semantic analysis.
Ricoeur P (2000) The Concept of Responsibility: An Essay in Semantic Analysis in The Just; trans.
Thereafter the theory remained the main vehicle for semantic analysis until the end of the Middle Ages.
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