This paper addresses the question of identifying a concept dependency graph for a MOOC through unsupervised analysis of lecture transcripts. The problem is important: extracting a concept graph is the first step in helping students with varying preparation to understand course material. The problem is challenging: instructors are unaware of the…

We propose a new model for learning that relates video watching behavior and engagement to quiz performance. In our model, a learner's knowledge gain from watching a lecture video is treated as proportional to their latent engagement level, and the learner's engagement is in turn dictated by a set of behavioral features we propose that quantify…

Although millions of students have access to varieties of learning resources on Massive Open Online Courses (MOOCs), they are usually limited to receiving rapid feedback. Providing guidance for students, which enhances the interaction with students, is a promising way to improve learning experience. In this paper, we consider to show students the…

We investigate the use of consumer-grade eye tracking to automatically detect Mind Wandering (MW) during learning from a recorded lecture, a key component of many Massive Open Online Courses (MOOCs). We considered two feature sets: stimulus-independent global gaze features (e.g., number of fixations, fixation duration), and stimulus-dependent…

The purpose of this study was to examine the influence of students' seating location in a large, lecture-style university course on student engagement, attention, classroom learning experience, and course performance. Participants (N = 407) were students in two cohorts of an undergraduate financial accounting course at a large university in the…

The digital environment has had an immense effect on American society, learning, and education: we have more sources available at our fingertips than any previous generation. Teaching and learning with these new sources, however, has been a challenging transition. Students are confronted with an ocean of digital objects and need skills to navigate…

This paper focuses on some of the key issues involved in implementing a collaborative design project in the setting of the large undergraduate lecture course at a major research university, offering a preliminary analysis of the assignment mainly as a function of how students managed and interpreted it. The collaborative design project was…

A technology-mediated solution to enhance the learning experience for students in a large lecture setting was evaluated. Online problem sets were developed to engage students in the content of a human biology course and implemented in the classes of eight faculty coordinators. The weekly problem sets contained several multiple choice problems,…

Alternatives to traditional, large-class lecturing are discussed. They include using canned lectures, demonstrations and lecture experiments, computer simulations, problem-solving strategies, breaks during lectures, and movies. Moving out of large classrooms to laboratories and resource rooms (or giving an examination) is also suggested. (JN)

A series of administrative and pedagogical questions about class size and the training of graduate teaching assistants caused the director of the freshman English program and the head of the Humanities department at Michigan Technological University to assemble an experimental class in freshman English. The course consisted of 113 students and 9…

Though lecturing reflects the outmoded view that communication consists of action rather than transaction, large lecture classes are a reality that must be engaged. An interpersonal communication course can be adapted to the lecture hall and need not include the traditional lecture as the only teaching method. Students should be allowed to…

Prompted by the lack of research on learning in large college classes in terms of the cognitive processes and strategies students use, an experimental, preliminary study implemented generative activities in an undergraduate educational psychology class of approximately 70 students. The activities involved such things as stopping in the middle of a…

This paper outlines a method of transforming traditional learning methods into a competency-based approach in a series of steps. The paper is organized in three sections. The first section defines competency-based education (CBE) and explains how this approach differs from traditional education. It also advances reasons why the competency-based…

Innovations which were incorporated into large, introductory, educational psychology lecture classes are described and compared to smaller classes that did not make use of the innovations. Four innovative pedagogical techniques are used: (1) a mastery approach, (2) formative evaluation, (3) a modified pyramid-like structure using small group…