How might the stochastic approaches of Section 15.4 be combined with the techniques for database analysis found in Section 15.5.2.

Data from section 15.4

Data from section 15.5.2

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In Section 15.1 we discussed a natural decomposition of sentence structures that supported language understanding. In Sections 15.2 and 15.3 we noted that the semantic and knowl- edge intensive aspects of language could be supported by word and sentence-level repre- sentational structures. In this section we introduce stochastic tools that support, at these same levels, pattern based analysis of structures enabling language comprehension.