Sentiments expressed on massive open online course (MOOC) discussion forums significantly influence learning effectiveness and academic performance. The evolution of learning sentiments on MOOC discussion forums is a dynamic process; however, a gap exists in the current understanding of the interplay between evolving sentiments and their impact on…

Educational researchers have pointed to socioemotional dimensions of learning as important in gaining a more nuanced description of student engagement and learning. However, to date, research focused on the analysis of emotions has been narrow in its focus, centering on affect and sentiment analysis in isolation while neglecting how emotions…

This dissertation examines the interaction patterns that happen in an online learning environment. While many studies look at online learning through the lens of the learner or the learning environment, few studies look at the interaction patterns that happen through the digital traces captured by computational tools. Based on the conceptual…

This study empirically investigated: How will various aspects of students' prominence (i.e., betweenness, closeness, and eigenvector centralities) in the social network interaction of online discussion change over time? And how will Self-Regulated Learning (SRL) skills moderate the trend over time on various aspects of students' prominence in…

This paper addresses the potential of online environments as spaces for young people to develop intercultural competences by studying how otherness is created online and how this holds potential for learning. While online communication is an increasing part of young peoples' lives, not much is known about how young people use their online social…

Technology advances occur almost daily, and how information is shared constantly evolves. Educators must understand how their students prefer communicating related to coursework. By mapping social networks present in courses, it may allow educators to determine how students prefer to communicate and also determine if there are constant identities…

The literature exploring study abroad students' social networks and intercultural communication traditionally considers three categories of social ties: the co-national network, the multi-national network and the host national network. However, the data collected from a yearlong digital ethnography and the narratives on the social media posts of…

This article aimed to identify the usefulness of using social networking sites (SNSs) in an English as a foreign language class. One hundred sixteen undergraduate students of diverse degrees from a polytechnic state-owned university in Ecuador participated in the study, which followed a quantitative design. A descriptive analysis and a linear…

Computer-supported collaborative learning (CSCL) has shown considerable promise, but thus far the literature has tended to focus on individual technological tools, without due regard for how the choice of one such tool over another impacts CSCL, either in outline or in detail. The present study, therefore, directly compared the learning-related…

Creating collaborative working and learning experiences has long been at the forefront of computer-assisted language learning research. It is in this context that, in recent years, the integration of social networking sites and Web 2.0 in learning settings has surged, generating new opportunities to establish and explore virtual communities of…

This study investigates a possible way to analyze chat data from collaborative learning environments using epistemic network analysis and topic modeling. A 300-topic general topic model built from TASA (Touchstone Applied Science Associates) corpus was used in this study. 300 topic scores for each of the 15,670 utterances in our chat data were…

This study investigated the effects of Facebook and Twitter on foreign language (Chinese) learners' written production in both short- (10 days) and long-term (50 days) pseudo-experimental settings. Adopting two concepts (i.e. symmetric vs. asymmetric) from matrix theory in social network analysis, we categorized Facebook as a symmetric social…

This study uses Critical Discourse Analysis and Social Network Analysis to examine an online peer mentoring site created to unite first-year and third-year preservice teachers enrolled in an undergraduate teacher education program. The peer mentoring site was developed to provide both first-year preservice teachers and more experienced peers the…

The Visitors and Residents model of internet use suggests a continuum of modes of engagement with the online world, ranging from tool use to social spaces. In this paper, we examine evidence derived from a large cohort of students to assess whether this idea can be validated by experimental evidence. We find statistically significant differences…

This papers looks into whether combining Skype, blogging and class discussions reinforces or refutes stereotypes. The hypothesis was that some students do not have an adequate chance to reflect on their skype experience and course content. To see if students have made improvements in reducing stereotypes, the Standards for Foreign Language…