We propose that machine-learned computational models (MLCMs), in which the model parameters and perhaps even structure are learned from data, can complement extant approaches to the study of text and discourse. Such models are particularly useful when theoretical understanding is insufficient, when the data are rife with nonlinearities and…

One of the major aims of discourse-processing literature is to understand whether and when readers form discourse-level representations online. To test this, two word-by-word, self-paced reading experiments investigated the time course of integrating incoming information about the protagonist into the unfolding discourse-level representation in…

We used ERP methodology to investigate how readers validate discourse concepts and update situation models when those concepts followed factive (e.g., knew) and nonfactive (e.g., "guessed") verbs, and also when they were true, false, or indeterminate with reference to previous discourse. Following factive verbs, early (P2) and later brain…

According to current theories in discourse research, readers monitor a series of 5 situational dimensions during narrative comprehension (Zwaan, Langston, & Graesser, 1995; Zwaan & Radvansky, 1998). These dimensions are time (e.g., the order of events), space (e.g., locations), protagonist (e.g., main character actions), causality (e.g., how one…

A model has been developed for studying the relation between text structure and reading comprehension, emphasizing the reader's use of world knowledge and text-structural knowledge to evaluate and interpret meaning from text. When the highlights of the model are considered from the perspective of various expository texts used in research on…

Describes a model that distinguishes seven types of meaning that can function in reading: discoursal, lexical, morphological, propositional, syntactic, rhetorical, and functional. (MKM)

Distinguishing between interpretive and formal models of discourse processing and between qualitative and quantitative research, this paper argues that formal models are the analogues of interpretive models, and that the two are complementary. It observes that interpretive models of reading are being increasingly derived from qualitative research…

Models of reading have been proposed to guide researchers and educators in their theoretical research and instructional planning. The models specify important properties of the material to be read and processes the learner uses while reading. Two separate models of reading by K.S. Goodman and D. Rumelhart are similar in that they describe reading…

A model for the levels of social interaction between author and reader provides a framework for examining the devices through which the author engages the reader. An important aspect of this model is the creation of additional levels of social interaction involving, for example, an "implied author" and an "implied reader."…

Supports Frederiksen's (1975) model of the structure of text and of memory through a study of the effects of manipulation of four aspects of text structure with community college and Ivy League subjects. (AA)

A study was conducted to define the linguistic and discourse parameters of text difficulty from the point of view of both the reader and the text in order to redefine readability and to provide an operational way of explaining processing difficulties of the near-mature reader. Subjects were 14-year-old students in the United States and the United…

Competing views of written texts, of the process of writing, and of the purposes of the scholarly investigation of written discourse appear inherently at odds. Today composition theory is often demeaned as being only pedagogical while literary study is granted the status of a self-fulfilling academic pursuit. What is needed is a model or matrix…

The writing-reading process is a total interacting system comprising four subsystems: the writer, the text, the reader, and the context. A model of the complex interactions among these four subsystems is useful to the extent that it provides a framework for established facts, and in so far as it explains phenomena and suggests hypotheses. While…

Features of a model of reading that is both sensitive to individual differences and consistent with the assumption that reading processes are interactive are discussed in this report. A description of how this model accounts for individual differences in reading skill suggests three types of reading problems: slow word decoding, slow sentence…

Overviews of schema theory, which focuses on the cognitive operations engaged in by the reader, and discourse analysis, which focuses on structural characteristics of the text itself, are presented in this paper. The first section explains the notion of cognitive schemata (patterns of expectations that are applied to incoming information) and…