Learning outcome modeling is a technical underpinning for the successful evaluation of learners' learning outcomes through computer-based assessments. In recent years, collaborative filtering approaches have gained popularity as a technique to model learners' item responses. However, how to model the temporal dependencies between item responses…

The recommender system has gained research attention from education research communities mainly due to two main reasons: increasing needs for personalized learning and big data availability in the education sector. This paper presents a hybrid user-collaborative, rule-based filtering recommendation system for education context. User profiles are…

School systems across the country are transitioning from paper-based testing (PBT) to computer-based testing (CBT). As this technological shift occurs, more research is necessary to understand the practical and performance implications of administering CBTs. Currently, there is a paucity of research using CBTs to examine working memory (WM)…

Data analytical skills are essential to compete in today's competitive economy. The ability to understand, use, codify, and manipulate data to make business decisions is an essential factor of information competence. One way to ensure that students are well-prepared in terms of their technological literacy is through the use of certifications in…

In this paper, we present a novel system, inVideo, for video data analytics, and its use in transforming linear videos into interactive learning objects. InVideo is able to analyze video content automatically without the need for initial viewing by a human. Using a highly efficient video indexing engine we developed, the system is able to analyze…

Many university leaders and faculty have the goal of promoting learning that connects across domains and prepares students with skills for their whole lives. However, as assessment emerges in higher education, many assessments focus on knowledge and skills that are specific to a single domain. Reworking assessment in higher education to focus on…

The effects of written feedback in a computer-based assessment for learning on students' learning outcomes were investigated in an experiment at a Higher Education institute in the Netherlands. Students were randomly assigned to three groups, and were subjected to an assessment for learning with different kinds of feedback. These are immediate…

One of the most widely used commercially available systems incorporating benchmark assessment and training in differentiated instruction is the Northwest Evaluation Association's (NWEA) Measures of Academic Progress (MAP) program. The MAP program involves two components: (1) computer-adaptive assessments administered to students three to four…

This paper presents the results of a study focused on the issue of how proctored testing affects the learning outcomes and integrity in an Intermediate Algebra course setting. The study follows a model of assessment where students in one group have taken two of their five unit exams as proctored tests along with a proctored Comprehensive Final…

Twelve-year-old Susan took a course designed to improve her reading skills. She read short stories and the teacher would give her and her fellow students a written test every other week measuring vocabulary and reading comprehension. A few days later, Susan's instructor graded the paper and returned her exam. The test showed that she did well on…

This article presents the results of a study focused on the issue of how proctored testing affects student test scores in a formal Intermediate Algebra course setting. The study follows a model of assessment in which students in one group have taken two of their five unit exams as proctored tests along with a proctored comprehensive final exam,…

The focus of this paper is on the use of e-technologies to enable higher education to better assess aspects of learning that have proved difficult to assess using more conventional means. Higher education describes the knowledge and abilities it intends its graduates to have acquired before graduation, and it has a wide range of approaches to…

Web-based homework (WBH) systems are being utilized in many college mathematics classrooms. Do these systems have an effect on student outcomes when compared to traditional paper-and-pencil homework (PPH)? This study compares student outcomes in multiple sections of a required mathematics course. The sections differed only in the homework delivery…

Motivated in large part by accreditation pressures, campuses are turning to new providers for assistance with a wide range of assessment-related tasks and processes. Some offer help in formulating student learning outcomes--and in bringing (as one says) "the science of learning" to "the art of teaching." Several are in the rubric-development…

After surveying 1,827 students in their final year at eighty randomly selected two-year and four-year public and private institutions, American Institutes for Research (2006) reported that approximately 30 percent of students in two-year institutions and nearly 20 percent of students in four-year institutions have only basic quantitative…