Literature DB >> 18522065

Automatic measurement of propositional idea density from part-of-speech tagging.

Cati Brown1, Tony Snodgrass, Susan J Kemper, Ruth Herman, Michael A Covington.   

Abstract

The Computerized Propositional Idea Density Rater (CPIDR, pronounced "spider") is a computer program that determines the propositional idea density (P-density) of an English text automatically on the basis of part-of-speech tags. The key idea is that propositions correspond roughly to verbs, adjectives, adverbs, prepositions, and conjunctions. After tagging the parts of speech using MontyLingua (Liu, 2004), CPIDR applies numerous rules to adjust the count, such as combining auxiliary verbs with the main verb. A "speech mode" is provided in which CPIDR rejects repetitions and a wider range of fillers. CPIDR is a user-friendly Windows .NET application distributed as open-source freeware under GPL. Tested against human raters, it agrees with the consensus of two human raters better than the team of five raters agree with each other [r(80) = .97 vs. r(10) = .82, respectively].

Entities:  

Mesh:

Year:  2008        PMID: 18522065      PMCID: PMC2423207          DOI: 10.3758/brm.40.2.540

Source DB:  PubMed          Journal:  Behav Res Methods        ISSN: 1554-351X


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