Notes that the empirical research in language psychology can be helpful in reorganizing the domain of literary studies. Presents a survey of the major considerations in regard to such an undertaking and provides a specific demonstration. (FL)

Defines quantitative-discourse psychology. Illustrates its practice in five research projects, all of which examined naturalistic discourse, investigating: reading time; inference generation; construction of multiple agents (narrators, characters) in literary short stories; tutorial dialog; and dialog patterns in two-party conversations. Notes a…

Provides a technical analysis of the factors involved in the ability of latent semantic analysis to assess student knowledge (grading essays and matching students with appropriate instructional texts). Addresses the role of technical vocabulary, how long the student essays should be, and how one deals with the directionality of knowledge in the…

Introduces this special issue which describes several approaches to semantic knowledge representations. Discusses the various quantitative procedures employed in the articles, noting that they can also serve as theoretical approaches to knowledge representation. (SR)

Describes a computational model of high-dimensional context space: the Hyperspace Analog to Language (HAL). Shows that HAL provides sufficient information to make semantic, grammatical, and abstract distinctions. Demonstrates the cognitive compatibility of the representations with human processing; and introduces a new methodology that extracts…

Offers an introduction to the theory and implementation of Latent Semantic Analysis (LSA), a theory and method for extracting and representing the contextual-usage meaning of words by statistical computations applied to a large corpus of text. Gives an overview of applications and modeling of human knowledge to which LSA has been applied. (SR)

Comments on several quantitative approaches to semantic knowledge representations (the focus of this special issue). Points out some of the ways in which Latent Semantic Analysis and Hyperspace Analog to Language fall short of being plausible theories about psychological reality. Examines in-principle failures and wrong-kind failures that arise in…

Outlines the scenario-mapping and focus (SMF) account of text interpretation, which puts mapping of text onto knowledge in a key position with respect to processing. Reviews supporting evidence. Uses plural reference and nonlogical quantification as illustrations of problems that might be better understood within the SMF framework. (SR)

Reviews the methodological issues raised by previous research into the language used by thought-disordered and nondisordered schizophrenics. (FL)

Demonstrates the value of quantitative analysis of discourse options by focusing on two discourse options for the representation of cause and effect. (HTH)

Introduces the Knowledge Digraph Contribution (KDC) data-analysis methodology for quantitatively measuring the degree to which a given knowledge digraph can account for the occurrence of specific sequences of propositions in recall, summarization, talk-aloud and question-answering protocol data. Notes the applicability of this approach to the…

Illustrates use of Latent Semantic Analysis (LSA) for predicting coherence through reanalyzing two studies that manipulated coherence of texts and assessed readers' comprehension. Finds that LSA predicts effects of text coherence on comprehension. Notes that LSA can be applied as an automated method that produces coherence predictions similar to…

Argues that researchers in the area of discourse comprehension and mental representation of discourse will likely feel motivated to adopt highly quantitative research techniques described in the articles in this special issue. Notes that ability to do so will be enhanced by availability of well-documented, easy-to-use computer software, or…

Uses techniques of the study of conversational analysis in oral language in the study of American Sign Language conversations, and concludes that such conversations are structured in ways that parallel those of spoken language. (FL)