Researchers have increasingly utilized artificial intelligence to automatically analyze classroom dialogue, aiming to provide timely feedback to teachers due to its educational significance. However, traditional machine learning and deep learning models face challenges, such as limited performance and lack of generalizability, across various…

Ethnograms are used to visualize data gathered from students' and teachers' talk in the classrooms of a secondary school in the UK. A sample of "talk data" is portrayed in three example ethnograms. The ethnograms transform non-visual data into the visual domain for the purpose of analysis using visualization and abstraction. Using…

Learning to respond to a computer program that is not working as intended is often characterized as finding a singular bug causing a singular problem. This framing underemphasizes the wide range of ways that students and teachers could notice discrepancies from their intention, propose causes of those discrepancies, and implement interventions.…

Spatial analytics receive increased attention in educational data mining. A critical issue in stop detection (i.e., the automatic extraction of timestamped and located stops in the movement of individuals) is a lack of validation of stop accuracy to represent phenomena of interest. Next to a radius that an actor does not exceed for a certain…

This article examines theoretical and methodological issues raised when Legitimation Code Theory (LCT) is used to investigate knowledge-building practices in online and face-to-face teaching environments where English is the medium of instruction (EMI) in non-Anglophone higher education (HE) contexts. The article introduces two dimensions of LCT,…

Background/purpose: This article aims to identify and analyze the actions of a trainee teacher in orchestrating mathematical discussions in an Exploratory Teaching environment. Materials/methods: This qualitative study of an interpretative nature and case study design focuses on analyzing the content of four Multimodal Narratives. Results: The…

Background: This study considers the moment-bymoment mathematics discourse of teachers and students and the relationship of these discourses to student learning. I focus on the discursive constructs of responsiveness to students' mathematical thinking and the intellectual work in teacher and student discourse. Responsiveness to students'…

With the recent shift from negative psychology to positive psychology in the field of second language acquisition deeper understanding regarding the transfer and construction of positive emotions within classroom interactions is needed. Inspired by the concept of emotion contagion in the field of psychology, the purpose of this study was to…

We examine the ability of supervised text classification models to identify several discourse properties from teachers' speech with an eye for providing teachers with meaningful automated feedback about the quality of their classroom discourse. We collected audio recordings from 28 teachers from 10 schools in 164 authentic classroom sessions,…

High-quality classroom dialogues improve students' capacities to learn school subjects and help them develop more general skills such as collaboration and critical thinking. In this chapter, we take a sociocultural stance toward learning and cognition. "Gap-closing" is used as a key concept to understand and explain why and how teachers…

Researchers have generated a powerful framework that identifies three aspects of noticing students' mathematical thinking: attending to, interpreting, and deciding how to respond to student thinking. Previous research has tended to focus on evaluating how "well" teachers engaged in noticing, and how "well" they connected the…

The aim of this article was twofold. First, it considered the effect of social networks (Telegram) on the vocabulary knowledge of the participants, then it compared the participants' responses in IRF (initiation, response, & feedback) pattern in two different settings (traditional class and the online one). A group of foreign language learners…

This dissertation research is a longitudinal classroom ethnography in a second-grade classroom in a public Northeastern suburban school. It is a story of surprise for me as researcher, as I discover the multiplicity of how engagement can be conceptualized in this English-medium classroom with emergent bi/multilingual children. As tensions flowed…

This article explores the moral accountability of second language classroom participation, evidenced in sequential environments where participants display an orientation to some or other transgression in the engagement framework. Classroom participation is a sensitive issue which touches on what Garfinkel (1964, 225) has referred to as the…

The purpose of this study is to analyze the discourse through IRE (Intervention-Response-Evaluation) in the co-construction of knowledge of Biology students during laboratory practices by applying the SDIS-GSEQ software to assess IRE discourse patterns developed during the same. The study group consisted of second semester students of the…