Interactive learning environments can generate massive learning behavior data and the support of learning behavior big data can ensure the completeness of data analysis and robustness of relationship verification. In this study, learning behaviors are divided into training set and testing set, BP neural network and recurrent Elman network are…

Numerous studies have documented the benefits of watching audio-visual materials with on-screen text for L2 vocabulary learning (Montero Perez, 2022). The provision of both auditory and textual input allows learners to link auditory and written forms (or L1 meanings) of unknown words during viewing, which could potentially facilitate vocabulary…

The rapid development and extensive application of information and communication technologies has facilitated blended instruction, which is regarded as the "new normal" in the field of modern education and has become the focus of academic research. This study thus explored the influencing mechanism of blended instruction on students'…

This study explored the relationships among learning adaptation, peer attachment, and learning conformity behavior among college students in Hengyang, Hunan Province, China. A total of 704 questionnaires were collected from three universities in Hengyang through purposive sampling, and 650 valid questionnaires were obtained. Structural equation…

This study explores the effectiveness of chatbots empowered by generative artificial intelligence (GAI) in assisting university students' creative problem-solving (CPS). We used quasi-experiments to compare the performance of dialogue dynamics, learner perceptions, and practical competencies in CPS during students' interactions with: (1) a GAI…

The integration of digitalization in higher education is a key to increasing the number of students getting access to education in the developing world. Inspired by the fast digitalization in higher education institutes and the lack of relevant empirical studies about the impact of this rapid digitalization on the learning behavior of students, we…

This study confers certain psychological factors that may affect the learning process of the students such as self-construal, demotivation, and disengagement. Nevertheless, extensive work has been accomplished on the theme of individuals' motivation and engagement within numerous domains across the world. How self-construal (SC), demotivation…

According to previous studies, traditional laboratory safety courses are delivered in a classroom setting where the instructor teaches and the students listen and read the course materials passively. The course content is also uninspiring and dull. Additionally, the teaching period is spread out, which adds to the instructor's workload. As a…

Research Findings: This longitudinal study examined how teacher-child interaction quality related to growth in children's approaches to learning (ATL), measured by Competence Motivation Learning Strategies, and Attention and Persistence, in a stratified random sample of 607 Chinese children. Data on classroom teacher-child interaction quality…

With the development of web-based science inquiry learning, behavioral engagement in such learning contexts received more and more attention. Combined with specific science inquiry stages: comparative experiment design, implementation with computer simulation, and reflection on results, the current study explored a series of features from log data…

The present study investigated (1) the mediating role of attention in the associations between children's sleep problems and classroom learning behaviors in elementary school, and (2) the moderating role of gender in these associations. Results from structural equation modeling showed that children's sleep problems had a significant and negative…

In this chapter, I investigate how students' English learning experiences are shaped and mediated through the situated discourses revealed in Chaps. 3, 4 and 5. We see how people's lived realities are framed within situated contexts, and how their conceptions of the world are maintained and negotiated through language, discourse and identity. I…

During the normalization of COVID-19 control measures, more and more high school students are learning through the Internet. With the widespread use of online teaching, students' internet self-efficacy has become an important factor in measuring students' online learning ability. Although researchers have been paying greater attention to the…

This study aims to reveal the main trends and findings of the studies examining the use of learning analytics in distance education. For this purpose, journal articles indexed in the SSCI index in the Web of Science database were reviewed, and a total of 400 journal articles were analysed within the scope of this study. The systematic review…

Small private online courses (SPOCs) have influenced teaching and learning in China's higher education. Learning management systems (LMSs) are important components in SPOCs. They can collect various data related to student behavior and support pedagogical interventions. This research used feature engineering and nearest neighbor smoothing models…