Premised upon the observation that MOOC and crowdsourcing phenomena share several important characteristics, including IT mediation, large-scale human participation, and varying levels of openness to participants, this work systematizes a comparison of MOOC and crowdsourcing phenomena along these salient dimensions. In doing so, we learn that both domains share further common traits, including ...

INTRODUCTION The educational technology of massive open online courses (MOOCs) has been successfully applied in a wide variety of disciplines and are an intense focus of educational research at this time. Educators are now looking to MOOC technology as a means to improve professional medical education, but very little is known about how medical MOOCs compare with traditional content delivery. ...

Aesthetics is advocated as a key factor influencing consumer judgment and preference; however, research in IS and HCI has paid limited attention to it until recently. This study investigated the effects of website aesthetics, along with website usability, on users’ online purchase intention. Additionally, the moderator of task involvement was introduced to explain how aesthetics influences util...

This paper describes the design, development and execution of a MOOC entitled “Approaches to Machine Translation: rule-based, statistical and hybrid”. The course is launched from the Canvas platform used by recognized European universities. The course contains video-lecture, quizzes and laboratory assignments. Evaluation is done using a virtual learning environment for computer programming and ...

This paper analyzes the relation between usability and aesthetics. In a laboratory study, 80 participants used one of four different versions of the same online shop, differing in interface-aesthetics (low vs. high) and interface-usability (low vs. high). Participants had to find specific items and rate the shop before and after usage on perceived aesthetics and perceived usability, which were ...

This is the age of Aesthetics, Beauty, and Design. Newly available product innovations from the Apple i-phone to the latest Dyson vacuum reflect aesthetic values. Indeed, Apple's success has been attributed to the infusion of aesthetics into product design. This model of product creation has resulted in Apple becoming one of the largest and most profitable corporations in the United States. Acc...

Though aesthetics is generally acknowledged as an important aspect of website design, extant information systems (IS) research on web user experience has rarely studied what affects website aesthetics and how aesthetics influences users’ perceptions of the website and the organization behind the website. In this paper, we synthesize prior literature from different academic domains and propose u...

Despite its centrality to human thoughts and practices, aesthetics has largely been ignored in Web site design. Until recent years, studies begin to show that task-unrelated (aesthetic) qualities such as color, graphics and music can play an important role in enhancing both usage and enjoyment of information systems as well as improving work quality. However, research progress has been greatly ...

In this project, we model MOOC dropouts using user activity data. We have several rounds of feature engineering and generate features like activity counts, percentage of visited course objects, and session counts to model this problem. We apply logistic regression, support vector machine, gradient boosting decision trees, AdaBoost, and random forest to this classification problem. Our best mode...

We’ve become so accustomed to the cycle of hype that we apply it to every new innovation without thinking. We expect all new technologies to be swept upward on a wave of emotion, only to fall to earth when the hype wears o . By reducing innovation to a stereotype, we overlook the new ideas that each innovation can bring. A recent swing in the cycle of hype began in 2011, when massive open onlin...