As students learn how to program, both their programming code and their understanding of it evolves over time. In this work, we present a general data-driven approach, named "Temporal-ASTNN" for modeling student learning progression in open-ended programming domains. Temporal-ASTNN combines a novel neural network model based on abstract…

The relationship between working memory capacity and writing ability was examined via a linguistic analysis of student essays. Undergraduate students (n = 108) wrote timed, prompt-based essays and completed a battery of cognitive assessments. The surface- and discourse-level linguistic features of students' essays were then analyzed using natural…

All beginners at simultaneous interpreting falter at the flow of oral language, unaware that their short-term semantic flow of oral language, unaware that his short-term semantic memory can be managed more efficiently if used to store units of meaning rather than discrete words. Beginners must learn to listen for sense from the start and focus…

A study investigated processing differences between metaphorical and literal versions of the same sentences. The purposes of the study were (1) to directly compare the on-line processing demands of metaphoric and nonmetaphoric sentences, and (2) to examine the consequences of such sentences for memory performance. The subjects were 39 college…

Two experiments examining the "distinctiveness of encoding" hypothesis are reported. The hypothesis suggests that specific forms of processing of events may result in the formation of more exact perceptual descriptions and thus more distinctive records in memory. The two experiments reported address shortcomings in previous research on…

Current research on information processing suggests that short term memory plays a central role in the sorting and manipulation of text information during reading. Because an entire text cannot be processed simultaneously, successive "chunks" or units of information enter the short term memory where they are compared to the reader's previous…

Instructional models for foreign language reading and listening comprehension are outlined and synthesized, and an instructional procedure based on immediate recall, a standardized method for assessing first-language comprehension, is proposed. First, the interrelated processes of reading and listening comprehension, as currently defined in the…

The "levels effect," the finding that the more central to the meaning of a passage an idea is the more likely that idea is to be retained, does not seem to hold for immediate recognition. Therefore, a study was conducted to test a model of information storage that predicted that when surface structure information was preserved in its…

This study examined the development of metaprocessing abilities in children with varying degrees of language abilities and sought to determine if the patterns of metaprocessing development that emerged were similar for these ability groups. Subjects were 141 children ages 4-5 at the beginning of the study, divided into a control group, a low…

The focus of the study reported here was to investigate people's comprehension ability as a function of the number and type of negations embedded within sentences similar to those which might appear as premises in syllogisms. The subjects were one group of 11 Hispanic and four groups of Anglo students, with 15 in each Anglo group. Thirty-two…

Two criteria for the automatic encoding of learning, instructional manipulation, and stimulus characteristics were studied in subjects who judged the frequency of occurrence of words, letters, and nonwords. In Experiment 1, six word lists were constructed with varying frequency of alphabet letters. A variety of instructions were presented (whether…

Three main issues relating to the question of silent speech in reading are considered: (1) How do Chinese speakers process Chinese ideographs in short-term memory? (2) How is Chinese students' learning of written English affected by the transition to an alphabetic language? (3) Are the strategies for encoding written words in short-term memory…