Computer-mediated social learning contexts have become increasingly popular over the last few years; yet existing models of students' cognitive-affective states have been slower to adopt dyadic interaction data for predictions. Here, we explore the possibility of capitalizing on the inherently social component of collaborative learning by using…

We present an empirical study on the use of keystroke analytics to capture and understand how writers manage their time and make inferences on how they allocate their cognitive resources during essay writing. The results suggest three distinct longitudinal patterns of writing process that describe how writers approach an essay task in a writing…

This work aims to characterize students' writing processes using keystroke logs and understand how the extracted characteristics influence the text quality at specific moments of writing. Earlier works have proposed predictive models characterizing students' writing processes and mainly rely on distribution-based measures of pauses obtained from…

This research evaluates the psychometric properties of short-answer response items under a variety of grading rules in the context of a mobile learning platform in Africa. This work has three main findings. First, we introduce the concept of a differential device function (DDF), a type of differential item function that stems from the device a…

Note-taking is a complex task that involves simultaneously listening, observing, reading, coding, and recording information for future recall and learning. Note-taking is intrinsic to academia and has been a tool used by students in the schoolhouse from elementary school through college as a way to store information for future recall. Research…

Adaptive learning technologies hold great promise for improving the reading skills of adults with low literacy, but adults with low literacy skills typically have low computer literacy skills. In order to determine whether adults with low literacy skills would be able to use an intelligent tutoring system for reading comprehension, we adapted a 44…

This study investigates how and whether information about students' writing can be recovered from basic behavioral data extracted during their sessions in an intelligent tutoring system for writing. We calculate basic and time-sensitive keystroke indices based on log files of keys pressed during students' writing sessions. A corpus of prompt-based…

Writing training systems have been developed to provide students with instruction and deliberate practice on their writing. Although generally successful in providing accurate scores, a common criticism of these systems is their lack of personalization and adaptive instruction. In particular, these systems tend to place the strongest emphasis on…

Five adults with developmental disabilities participated in a keyboard skills training program employing color coded keys and typing drills. Through typing skills, the subjects were taught basic computer operations such as taking disk directories, loading programs and executing the programs. Repetitious learning was the model used. Data collected…

A study sought to determine the change in speed and accuracy after 5 hours of practice on a standardized test for 10-key numeric entry at the community college level. Specifically it sought to determine how much speed and accuracy will increase or decrease after 5 hours of practice on a 10-key numeric entry test as compared to top-row numeric…

Describes the process required to learn to write Chinese ideographs, and investigates the possibilities for developing a computer-aided language learning tutor. Character stroke sequences are described; a modified keyboard for Chinese character entry is discussed; and interaction between the student and the tutor is examined. (11 references) (LRW)

Having more than one screen of usable space can enhance productivity, both inside and outside of the classroom. So can using one keyboard, screen, and mouse with multiple computers. This paper (and session) will cover the author's use of multiple monitor and KVM (keyboard, video, and mouse) technologies both inside and outside the classroom, with…

Three types of rapid message composition for non-speaking persons, classified according to keyboard, are described: sequential keyboard, "semantic" input through iconic representation, and chord keyboard. The strengths, drawbacks, and potential of each type are discussed for a user population with good keying ability and normal cognitive and…

This paper describes the use of LOGOWriter with fifth grade boys as a means of developing programming procedures for computer games that they could use to simulate motion with acceleration, as well as techniques for controlling the direction of motion. The kinds of programs developed, student responses to this work, observations about teaching…

In the proliferation of articles about using computers in the composition classroom published in the last five or ten years, few mention anything about preparing students to compose on a computer while all assert that computers do indeed help the composing process. Preparing students to compose on a computer involves three major processes:…