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Over the last few years electronic learning has been in use mostly by corporate institutes in the form of computer aided instructions and computer based training. The scope of such use has not only been limited to introductory courses for…

计算机与社会 · 计算机科学 2010-03-25 Shakeel Ahmad , Adli Mustafa , Zahid Awan , Bashir Ahmad , Najeebullah , Arjamand Bano

The advent of Large Language Models (LLMs) has brought in a new era of possibilities in the realm of education. This survey paper summarizes the various technologies of LLMs in educational settings from multifaceted perspectives,…

计算与语言 · 计算机科学 2024-04-03 Shen Wang , Tianlong Xu , Hang Li , Chaoli Zhang , Joleen Liang , Jiliang Tang , Philip S. Yu , Qingsong Wen

Every teacher understands that different students benefit from different activities. Recent advances in data processing allow us to detect and use behavioral variability for adapting to a student. This approach allows us to optimize…

人机交互 · 计算机科学 2017-03-07 Farah Bouassida , Łukasz Kidziński , Pierre Dillenbourg

The growth of Internet has led to new approaches for distance education. The main mechanisms involved in this process are distance learning and distance evaluation. Distance learning have multiple forms, from browsing and finding…

计算机与社会 · 计算机科学 2014-06-03 Stefan Gheorghe Pentiuc , Felicia Giza , Ovidiu Andrei Schipor

Embedded computing systems are pervasive in our everyday lives, imparting digital intelligence to a variety of electronic platforms used in our vehicles, smart appliances, wearables, mobile devices, and computers. The need to train the next…

计算机与社会 · 计算机科学 2022-06-08 Sudeep Pasricha

While climate models provide insights for climate decision-making, their use is constrained by significant computational and technical demands. Although machine learning (ML) emulators offer a way to bypass the high computational costs,…

机器学习 · 计算机科学 2026-03-25 Luca Schmidt , Nina Effenberger

This survey explores the fairness of large language models (LLMs) in e-commerce, examining their progress, applications, and the challenges they face. LLMs have become pivotal in the e-commerce domain, offering innovative solutions and…

计算与语言 · 计算机科学 2024-06-25 Qingyang Ren , Zilin Jiang , Jinghan Cao , Sijia Li , Chiqu Li , Yiyang Liu , Shuning Huo , Tiange He , Yuan Chen

An educational system, the tutor-web (http://tutor-web.net), has been developed and used for educational research. The system is accessible and free to use for anyone having access to the Web. It is based on open source software and the…

应用统计 · 统计学 2013-10-18 Anna Helga Jonsdottir , Gunnar Stefansson

Recent breakthroughs in deep learning and artificial intelligence technologies have enabled numerous mobile applications. While traditional computation paradigms rely on mobile sensing and cloud computing, deep learning implemented on…

机器学习 · 计算机科学 2019-04-22 Yunbin Deng

The benefits of learning in one's mother tongue are well documented, yet colonial languages dominate education, marginalizing local languages and limiting access for learners who rely on their mother tongue for understanding. With the rapid…

Multimodal deep learning systems which employ multiple modalities like text, image, audio, video, etc., are showing better performance in comparison with individual modalities (i.e., unimodal) systems. Multimodal machine learning involves…

机器学习 · 计算机科学 2022-01-19 Anil Rahate , Rahee Walambe , Sheela Ramanna , Ketan Kotecha

Online education platforms, leveraging the internet to distribute education resources, seek to provide convenient education but often fall short in real-time communication with students. They often struggle to address the diverse obstacles…

人工智能 · 计算机科学 2024-04-29 Qingyao Li , Lingyue Fu , Weiming Zhang , Xianyu Chen , Jingwei Yu , Wei Xia , Weinan Zhang , Ruiming Tang , Yong Yu

Online learning is convenient for many learners; it gives them the possibility of learning without being restricted by attending a particular classroom at a specific time. While this exciting opportunity can let its users manage their life…

计算机与社会 · 计算机科学 2020-06-01 Zahra Derakhshandeh , Babak Esmaeili

The development of technologies of multimedia, linked to that of Internet and democratization of high speed, has made henceforth E-learning possible for learners being in virtual classes and geographically distributed. One benefit to taking…

计算机与社会 · 计算机科学 2015-02-25 Bousaaid Mourad , Ayaou Tarik , Afdel Karim , Estraillier Pascal

The virtual learning in University Education is the learning which is presented by set of integrated information and pedagogical technologies, in a process of interaction between subjects and objects as the virtual educational resources.…

计算机与社会 · 计算机科学 2013-04-02 Kerimbayev Nurassyl

In the era of deep learning (DL), convolutional neural networks (CNNs), and large language models (LLMs), machine learning (ML) models are becoming increasingly complex, demanding significant computational resources for both inference and…

机器学习 · 计算机科学 2024-05-27 Madison Threadgill , Andreas Gerstlauer

The predominant paradigm for using machine learning models on a device is to train a model in the cloud and perform inference using the trained model on the device. However, with increasing number of smart devices and improved hardware,…

机器学习 · 计算机科学 2020-07-27 Sauptik Dhar , Junyao Guo , Jiayi Liu , Samarth Tripathi , Unmesh Kurup , Mohak Shah

E-learning has been an important policy for education planners for many years in developed countries. This policy has been adopted by education in some developing countries; it is therefore expedient to study its emergence in the Nigerian…

计算机与社会 · 计算机科学 2011-05-24 O. Awodele , S. O. Kuyoro , A. K. Adejumobi , O. Awe , O. Makanju

As a subset of machine learning, meta-learning, or learning to learn, aims at improving the model's capabilities by employing prior knowledge and experience. A meta-learning paradigm can appropriately tackle the conventional challenges of…

机器学习 · 计算机科学 2024-08-14 Alireza Rafiei , Ronald Moore , Sina Jahromi , Farshid Hajati , Rishikesan Kamaleswaran

The use of electronic textbooks (e-book) has been heavily studied over the years due to their flexibility, accessibility, interactivity and extensibility. Yet current shortcomings of e-book, which is often just a digitized version of the…

数字图书馆 · 计算机科学 2018-01-23 Noel Nuo Wi Tay , Sheng-Chi Yang , Chang-Shing Lee , Naoyuki Kubota