Looking at human communication from the perspective of semiotics extends our view beyond verbal language to consider other sign systems and meaning-making resources. Those include gestures, body language, images, and sounds. From this perspective, the communicative process expands from individual mental processes of verbalizing to include features…

We study learning outcome prediction for online courses. Whereas prior work has focused on semester-long courses with frequent student assessments, we focus on short-courses that have single outcomes assigned by instructors at the end. The lack of performance data and generally small enrollments makes the behavior of learners, captured as they…

This column traces the evolution of electronic resources for language learning over the past 25 years, focusing on the arrival and transformation of the "world wide web", the dramatic changes in mobile technologies, and the movement towards commercial and all-in-one solutions to online learning. In the choice and use of learning…

In the age of web 2.0, the university is constantly challenged to re-adapt its "old-fashioned" pedagogies to the new possibilities opened up by digital technologies. This article proposes a rethinking of the relation between university and (digital) technologies by focusing not on how technologies function in the university, but on their…

Examining the relationship between technology and the success of language acquisition and the integration of technology into language instruction has been around of a long time by now. The development of technology can essentially change how languages are taught. Nevertheless, it is only in the last few years that the road has opened up for new…

This paper presents three multimodal learning analytic approaches from a hands-on learning activity. We use video, audio, gesture and bio-physiology data from a two-condition study (N = 20), to identify correlations between the multimodal data, experimental condition, and two learning outcomes: design quality and learning. The three approaches…

Students experience a variety of emotions following achievement outcomes which stand to influence how they learn and perform in academic settings. However, little is known about the link between student outcome emotions and dimensions of performance feedback in computer-based learning environments (CBLEs). Understanding the dynamics of this…

In 2011, the Thai government introduced a national project, One Tablet per Child (OTPC), with the aim of supporting students' learning in the digital world. The project commenced with Grade 1 in 2012 and Grade 2 in 2013. The applications embedded in the OTPC tablet given to each child feature multimedia teaching applications (apps) on various…

Students will speak a second language with an accent if they learn the language after the age of six. It does not matter how motivated and clever they are, the accent will not go away. Only a few gifted students can speak a second language flawlessly. The exact reasons for this phenomenon are unknown. Although a large number of hypotheses have…

Aim: The aim of this article is to review neuroimaging studies of autism spectrum disorders (ASD) that examine declarative, socio-emotional, and procedural learning and memory systems. Method: We conducted a search of PubMed from 1996 to 2010 using the terms "autism,""learning,""memory," and "neuroimaging." We limited our review to studies…

Motivation is recognized as a vital component in successful second language learning, and has been the subject of intensive research in recent decades. This review focuses on a growing branch of this research effort, that which examines the motivational effects of language teaching. This is pertinent because, despite enhanced mobility and…

In the first half of the twentieth century, notions such as linguistic structures and students' linguistic capacity were the traditional elements of any language teaching. These notions are yielding their place to the functional use of language and how language is being shaped by the different communicative situations. This communicative approach…

The "will, skill, tool" model is a well-established theoretical framework that elucidates the conditions under which teachers are most likely to employ information and communication technologies (ICT) in the classroom. Past studies have shown that these three factors explain a very high degree of variance in the frequency of classroom…

In this article a continuous-time stochastic model (the Ornstein-Uhlenbeck process) is presented to model the perpetually altering states of the core affect, which is a 2-dimensional concept underlying all our affective experiences. The process model that we propose can account for the temporal changes in core affect on the latent level. The key…

Understanding and applying statistical concepts is essential in modern life. However, common statistical misconceptions limit the ability of students to understand statistical concepts. Although simulation-based computer assisted learning (CAL) is promising for use in students learning statistics, substantial improvement is still needed. For…