Cooccurrence and constructions

Details Cooccurrence and constructions Cooccurrence and constructions

2008-05-13

2008-05-13

Mosser, Kathleen (Department: 3714)

Education and demonstration

Question or problem eliciting response

Grading of response form

C704S009000

Reexamination Certificate

active

07373102

ABSTRACT:
A method and system for performing automatic text analysis is described. A local ranking for one or more contexts with respect to a word and a global ranking for one or more contexts are generated. The rankings are based on the frequency with which the contexts appear in a corpus. A statistic may be generated using the local and global rankings, such as a log ratio rank statistic equal to the logarithm of the global rank divided by local rank, to measure the similarity of contexts with respect to words with which they combine. A source matrix of word to context values is then created. Singular value decomposition is used to create sub-matrices from the source matrix. Vectors from the sub-matrices corresponding to context(s) and/or word(s) are then selected to determine term-term or context-context similarity or term-context correspondence.

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