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Applying machine learning techniques to predict learning outcomes through learning analytics is a research direction of current interest, especially in online courses. In this paper, we present the results from experimenting with machine learning ...

Traditional evaluation of students' learning primarily relies on assessing learning outcomes through either summative or formative assessment methods. In these approaches, the primary emphasis is on the students' learning outcome, rather than the ...

A key to personalized online learning is presenting content at an appropriate difficulty level; content that is too difficult can cause frustration and content that is too easy may result in boredom. Appropriate content can improve students' engagement ...

The teacher's teaching quality influences student learning outcomes. The higher the teacher's teaching quality, the higher the student learning outcomes. Therefore, the teacher's teaching quality should always be improved to enhance the student's ...

In this paper, we extend existing research on using geometric features extracted from trajectory data to understand student behavioral patterns and learning outcome. We analyzed 910,661 trajectories data from 390 students who played the KitKit School, a ...

In this study we examined the influence of device type (i.e., laptop vs. smartphone) on N = 49 secondary-school students' search query length and number of queries used in a Searching as Learning (SAL) task addressing a controversial socio-scientific ...

Instructional video has been becoming an important learning resource in online courses. As its' common component, subtitles are usually shown at the bottom of each video. However, adding subtitles will consume a lot of time and greatly increase ...

In this paper, we report on the experiment aimed to identify the way e-learning influences academic outcome and student satisfaction in ELT and their correlation. The authors are engaged in professional master education and targeted their study at the ...

This study aims to identify users' information search strategies in learning‐related tasks and investigates how the search strategies would influence their learning outcome. We conducted a lab‐based user experiment with 36 participants, recorded ...

Our main research question is how the choice of game type influences the success of digital educational games (DEGs), where success is defined as significant domain-specific knowledge gain (learning outcome) with positive player experience.

We propose a ...

With the employment of web-based virtual reality (VR) technology in education, a central question for researchers and educators is how web-based VR affects learning. To address this question, the present study seeks to empirically explore the impacts of ...

Picture Archiving and Communication Systems (PACSs) can be relatively high cost acquisitions if the intended purpose of use is limited to educational and research use. However, rapidly growing offering of open-source software enables such acquisitions ...

Open learner models provide a way of showing teachers and students the learning progress of a student against expectations. Creating an effective interface to present a learner model is an important part in open learner modeling. Usefulness of the ...

The utilization of interactive simulation-based instructional materials for teaching an introductory computer course plays a big contribution in leveraging student learning outcomes. Simulation can provide learners a guided environment wherein they ...

In this paper, the effectiveness of a framed wiki-based learning activity is examined. A one-group pretest-posttest design was conducted towards this aim. The study involved 146 first year university students of a Greek Education Department using wikis ...

In this paper, the effectiveness of a framed wiki-based learning activity is investigated. A one-group pretest -- posttest study was conducted towards this aim. The study involved 36 first year university students of a Greek Education Department using ...

The purpose of this reserch was to design and construct the automatic two axis solar tracking for solar cell panel. The theory of Work Related Information is used in this system. The efficiency evaluation of experimental set of Solar Cell content to ...

Outcome-Based Teaching & Learning (OBTL) and Blended Learning (BL) are widely promoted in higher education of Hong Kong. The use of online resources is one of the key components in OBTL or BL. In this paper, we are going to study how the effective use ...

This literature review summarizes research on game-based learning based on the categories of research outcomes. The analysis include total of 25 research papers that are published in this decade. They are categorized into four parts: cognitive aspect, ...

The software industry is urging on universities and colleges to cultivate software engineers who can write high quality programs. Peer code review (PCR) is accepted as an ideal way to maximize the learning outcome of students in writing quality code. ...