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  • Article
  • Open Access
7 Citations
3,063 Views
11 Pages

Because nurse aides are one of the first-line care providers in hospitals, they should possess better knowledge, attitude, and behavioral intention toward COVID-19 during the pandemic. This study aimed to compare the improvements of COVID-19-related...

(This article belongs to the Section Healthcare in Epidemics and Pandemics)
  • Article
  • Open Access
849 Views
16 Pages

Long-term analyses of year changes in preschoolers’ cognitive and affective development are limited. This field-based study examined yearly trends in a multimedia-assisted, theme-based English and Chinese program in South Korean daycare centers...

(This article belongs to the Special Issue Pedagogy in Early Years Education)
  • Article
  • Open Access
25 Citations
3,215 Views
15 Pages

26 November 2021

In modern years, the Internet of Things (IoT) has gained tremendous growth and development in various sectors because of its scalability, self-configuring, and heterogeneous factors. It performs a vital role in improving multimedia communication and...

  • Article
  • Open Access
19 Citations
5,947 Views
17 Pages

23 August 2022

With the recent advances in computing devices such as smartphones and laptops, most devices are equipped with multiple network interfaces such as cellular, Wi-Fi, and Ethernet. Multipath TCP (MPTCP) has been the de facto standard for utilizing multip...

(This article belongs to the Special Issue Next-Generation Wireless Systems for the Internet of Things (IoT))
  • Article
  • Open Access
40 Citations
4,510 Views
20 Pages

30 January 2023

Vehicles serve as mobile nodes in a high-mobility MANET technique known as the vehicular ad hoc network (VANET), which is used in urban and rural areas as well as on highways. The VANET, based on 5G (5G-VANET), provides advanced facilities to the dri...

(This article belongs to the Section E1: Mathematics and Computer Science)
  • Article
  • Open Access
15 Citations
7,211 Views
14 Pages

3 February 2018

We have investigated the efficacy of on-line, multimedia learning modules (MLMs) as preparation for in-class, lecture-based tutorials in electromagnetism in a physics course for natural science majors (biology and marine science). Specifically, we re...

  • Article
  • Open Access
12 Citations
3,710 Views
12 Pages

30 November 2022

In the last few years, the spreading of new technologies, such as augmented reality (AR), has been changing our way of life. Notably, AR technologies have different applications in the cultural heritage realm, improving available information for a us...

(This article belongs to the Special Issue Computational Science and Its Applications 2022)
  • Article
  • Open Access
17 Citations
3,629 Views
12 Pages

A Deep Reinforcement Learning Quality Optimization Framework for Multimedia Streaming over 5G Networks

  • Alberto del Río,
  • Javier Serrano,
  • David Jimenez,
  • Luis M. Contreras and
  • Federico Alvarez

14 October 2022

Media applications are amongst the most demanding services. They require high amounts of network capacity as well as computational resources for synchronous high-quality audio–visual streaming. Recent technological advances in the domain of new...

(This article belongs to the Section Computing and Artificial Intelligence)
  • Article
  • Open Access
767 Views
38 Pages

A Personalized Learning Path Problem Based on the Cognitive Theory of Multimedia Learning

  • Sean Mochocki,
  • Mark Reith,
  • Laurence D. Merkle,
  • Paolo J. Singh,
  • Jonathan Zemmer,
  • Ralucca Gera,
  • Gilbert Peterson,
  • John Jasper and
  • Brett Borghetti

20 July 2026

Educators increasingly rely on e-learning to supplement traditional classroom learning. Personalized learning paths (PLPs) have emerged as one type of supplement. A PLP is a sequence of learning materials (LMs) and activities that are selected accord...

  • Article
  • Open Access
14 Citations
5,895 Views
18 Pages

21 January 2025

The design of multimedia teaching materials and the principles of their presentation to students strongly influence distance learning efficiency. The appropriate design of online educational multimedia content became especially important during the p...

(This article belongs to the Special Issue Interaction Design Technologies for Education: Advancements, Challenges, and Impacts)
  • Article
  • Open Access
3 Citations
5,817 Views
14 Pages

A Context-Based Multimedia Vocabulary Learning System for Mobile Users

  • Andrew Vargo,
  • Kohei Yamaguchi,
  • Motoi Iwata and
  • Koichi Kise

Vocabulary acquisition and retention is an essential part of learning a foreign language and many learners use flashcard applications to repetitively increase vocabulary retention. However, it can be difficult for learners to remember new words and p...

(This article belongs to the Section Human-Computer Interaction)
  • Article
  • Open Access
12 Citations
4,188 Views
17 Pages

Deep Learning-Based Community Detection Approach on Multimedia Social Networks

  • Antonino Ferraro,
  • Vincenzo Moscato and
  • Giancarlo Sperlì

2 December 2021

Exploiting multimedia data to analyze social networks has recently become one the most challenging issues for Social Network Analysis (SNA), leading to defining Multimedia Social Networks (MSNs). In particular, these networks consider new ways of int...

(This article belongs to the Special Issue Data Mining and Machine Learning in Multimedia Databases)
  • Article
  • Open Access
4 Citations
4,871 Views
14 Pages

Incorporating Multimedia Teaching Methods and Computational Thinking into the Baking Dessert Course

  • Yen-Cheng Chen,
  • Pei-Ling Tsui,
  • Ching-Sung Lee,
  • Ming-Chen Chiang and
  • Bo-Kai Lan

17 November 2022

Rapid developments in motion media technology have prompted the dessert industry to incorporate both motion multimedia and social media into their marketing strategies. Modern consumption patterns have shifted dramatically toward motion multimedia, w...

(This article belongs to the Section Electronic Multimedia)
  • Article
  • Open Access
30 Citations
6,434 Views
20 Pages

A Reinforcement Learning-Based Routing for Real-Time Multimedia Traffic Transmission over Software-Defined Networking

  • Mohammed Al Jameel,
  • Triantafyllos Kanakis,
  • Scott Turner,
  • Ali Al-Sherbaz and
  • Wesam S. Bhaya

Recently, video streaming services consumption has grown massively and is foreseen to increase even more in the future. The tremendous traffic usage has negatively impacted the network’s quality of service due to network congestion and end-to-e...

(This article belongs to the Section Networks)
  • Article
  • Open Access
46 Citations
4,963 Views
22 Pages

6 July 2022

Due to the widespread proliferation of multimedia traffic resulting from Internet of Things (IoT) applications and the increased use of remote multimedia-based applications, as a consequence of COVID-19, there is an urgent need to develop intelligent...

(This article belongs to the Special Issue IoT Enabling Technologies for Smart Cities: Challenges and Approaches)
  • Article
  • Open Access
849 Views
32 Pages

The development of computational thinking in introductory programming remains a major challenge, particularly in vocational secondary education, where students frequently encounter difficulties in understanding code structure, identifying errors, and...

(This article belongs to the Collection Multimedia-Based Digital Learning)
  • Article
  • Open Access
9 Citations
9,240 Views
16 Pages

Fieldwork teaching methodology (FTM) and active learning are effective strategies for geoscience education. However, traditional field trips require significant resources, time, physical abilities, and the expertise of teachers. In this study, we pro...

(This article belongs to the Collection Education in Geosciences)
  • Article
  • Open Access
934 Views
27 Pages

2 September 2026

Artificial Intelligence (AI) is becoming ubiquitous in our everyday lives. In the United States, AI has increasingly been recognized as an important part of computer science (CS) standards for elementary school students. Prior research work has shown...

  • Article
  • Open Access
665 Views
19 Pages

Transformer-Based Multimodal Intelligence for Software Defect Detection: A Cloud-Native LLM Framework with Explainable AI for Digital Infrastructure Maintenance

  • Mst Masuma Akter Semi,
  • Md Masud Karim Rabbi,
  • Khandakar Rabbi Ahmed,
  • Md Asraful Islam,
  • Md Mohaimin Rashid,
  • Azim Uddin and
  • Rakibul Islam

Modern digital infrastructure generates heterogeneous, multimodal software artifacts encompassing structured code metrics, unstructured textual data such as commit logs and inline comments, and dynamic runtime signals whose complexity renders traditi...

  • Article
  • Open Access
10 Citations
7,985 Views
11 Pages

There is a worldwide concern for young children’s online safety and a growing necessity for e-safety skills to be taught to children from a young age as part of formal schooling. The purpose of this study was to design and evaluate the effectiv...

  • Article
  • Open Access
29 Citations
4,098 Views
15 Pages

A Residual-Learning-Based Multi-Scale Parallel-Convolutions- Assisted Efficient CAD System for Liver Tumor Detection

  • Muazzam Maqsood,
  • Maryam Bukhari,
  • Zeeshan Ali,
  • Saira Gillani,
  • Irfan Mehmood,
  • Seungmin Rho and
  • Young-Ae Jung

17 May 2021

Smart multimedia-based medical analytics and decision-making systems are of prime importance in the healthcare sector. Liver cancer is commonly stated to be the sixth most widely diagnosed cancer and requires an early diagnosis to help with treatment...

(This article belongs to the Section E1: Mathematics and Computer Science)
  • Article
  • Open Access
6 Citations
2,229 Views
24 Pages

19 December 2025

The study aims to establish a comprehensive framework aligning institutional governance, pedagogical theories, and teaching practice for the sustainable adoption of AI-facilitated digital representatives of human instructors in higher education video...

(This article belongs to the Special Issue Towards Sustainable Development Goals: Integrating Technologies into Education in the Digital Era: 2nd Edition)
  • Article
  • Open Access
45 Citations
1,234 Views
17 Pages

Gaze Transitions when Learning with Multimedia

  • Krzysztof Krejtz,
  • Andrew T. Duchowski,
  • Izabela Krejtz,
  • Agata Kopacz and
  • Piotr Chrząstowski-Wachtel

10 February 2016

Eye tracking methodology is used to examine the influence of interactive multimedia on the allocation of visual attention and its dynamics during learning. We hypothesized that an interactive simulation promotes more organized switching of attention...

  • Article
  • Open Access
72 Citations
8,608 Views
19 Pages

30 October 2022

Background: Climate change causes devastating impacts with extreme weather conditions, such as flooding, polar ice caps melting, sea level rise, and droughts. Environmental conservation education is an important and ongoing project nowadays for all g...

(This article belongs to the Special Issue Smart Educational Systems: Hardware and Software Aspects)
  • Article
  • Open Access
10 Citations
3,522 Views
25 Pages

20 October 2024

Even though classic literature has cultural and educational value in heritage education, students often have trouble becoming interested because of the archaic language, a lack of good learning materials, the idea that the literature is not relevant,...

(This article belongs to the Special Issue Progress in Heritage Education: Evolving Techniques and Methods)
  • Article
  • Open Access
2 Citations
2,455 Views
22 Pages

10 February 2025

The study on which the article is based investigates which learning strategies multilingual pupils use when using a multimedia and multilingual media offer in geography lessons and how these influence their subject-related learning success. By way of...

  • Editorial
  • Open Access
3 Citations
3,274 Views
4 Pages

27 November 2020

Recent developments in image/video-based deep learning technology have enabled new services in the field of multimedia and recognition technology [...]

(This article belongs to the Special Issue Digital Signal, Image and Video Processing for Emerging Multimedia Technology)
  • Feature Paper
  • Article
  • Open Access
7 Citations
5,011 Views
11 Pages

14 March 2020

One of the advantages of multimedia-assisted instruction is that it makes students more interested in sustainable learning and assists them to access information and learn more effectively. This research sought to explore the asymmetric effects of th...

  • Article
  • Open Access
7 Citations
4,083 Views
19 Pages

An Innovative E-Learning Support for Modern History Distance Learning and the Experience during the COVID-19 Lockdown

  • Miroslav Bures,
  • Vojtech Ripka,
  • Karolina Buresova,
  • Karel Frajtak,
  • Jiri Maha and
  • Kamil Cinatl

19 March 2022

Inquiry-based education in the field of history using modern multimedia and communication technologies has been the subject of several previous studies. However, much less work exists to analyse the unique situation of distance learning, which has be...

(This article belongs to the Topic Digital Transformation and E-Government)
  • Article
  • Open Access
39 Citations
8,235 Views
16 Pages

18 October 2019

In the context of the Internet for education, informatized teaching has become the most basic and critical ability of teachers. The application of advanced information technology in education means that the improvement in teaching ability requires in...

(This article belongs to the Special Issue Selected Papers from the Eurasian Conference on Educational Innovation 2020)
  • Article
  • Open Access
2 Citations
3,519 Views
22 Pages

Parallelization Strategies for Graph-Code-Based Similarity Search

  • Patrick Steinert,
  • Stefan Wagenpfeil,
  • Paul Mc Kevitt,
  • Ingo Frommholz and
  • Matthias Hemmje

The volume of multimedia assets in collections is growing exponentially, and the retrieval of information is becoming more complex. The indexing and retrieval of multimedia content is generally implemented by employing feature graphs. Feature graphs...

(This article belongs to the Special Issue Multimedia Systems for Multimedia Big Data)
  • Article
  • Open Access
2 Citations
1,581 Views
22 Pages

Exploring Opportunities for More Effective Acquisition and Interpretation of New Knowledge by Students in the Field of Architectural Visualization Through Multimedia Learning

  • Desislava Angelova,
  • Tsvetan Stoykov,
  • Vanina Tabakova,
  • Denislav Lyubenov,
  • Eli-Naya Konetsovska and
  • Anna-Maria Sofianska

26 August 2025

This study explores opportunities for improving the learning process of design students using multimedia and microlearning, with a focus on architectural visualization. It analyzes the learning habits of students and faculty in higher education, refl...

(This article belongs to the Section Higher Education)
  • Article
  • Open Access
16 Citations
7,465 Views
26 Pages

28 January 2023

This research proposes a practice for the design of interactive multimedia experiences, based on gamification and applied in elementary education. The practice is expressed in the Essence graphic notation language. Through practice, a multimedia expe...

(This article belongs to the Special Issue Sustainability in Educational Gamification)
  • Article
  • Open Access
42 Citations
13,305 Views
23 Pages

Exposing Manipulated Photos and Videos in Digital Forensics Analysis

  • Sara Ferreira,
  • Mário Antunes and
  • Manuel E. Correia

Tampered multimedia content is being increasingly used in a broad range of cybercrime activities. The spread of fake news, misinformation, digital kidnapping, and ransomware-related crimes are amongst the most recurrent crimes in which manipulated di...

(This article belongs to the Special Issue Image and Video Forensics)
  • Article
  • Open Access
9 Citations
5,557 Views
24 Pages

23 April 2018

Recently, Internet of Things (IoT) technology has become a hot trend and is used in a wide variety of fields. For instance, in education, this technology contributes to improving learning efficiency in the class by enabling learners to interact with...

(This article belongs to the Special Issue Autonomous and Sustainable Computing for preparing the Internet of Things Environment)
  • Article
  • Open Access
16 Citations
4,000 Views
20 Pages

A Knowledge-Driven Multimedia Retrieval System Based on Semantics and Deep Features

  • Antonio Maria Rinaldi,
  • Cristiano Russo and
  • Cristian Tommasino

28 October 2020

In recent years the information user needs have been changed due to the heterogeneity of web contents which increasingly involve in multimedia contents. Although modern search engines provide visual queries, it is not easy to find systems that allow...

(This article belongs to the Special Issue Data Science and Knowledge Discovery)
  • Article
  • Open Access
13 Citations
8,656 Views
27 Pages

21 October 2020

Many studies report that comics are useful as learning material. However, there is little known about how learning with comics works. Based on previously established theories about multimedia learning, we conducted an eye-tracking experiment to exami...

(This article belongs to the Section Curriculum and Instruction)
  • Article
  • Open Access
50 Citations
9,550 Views
29 Pages

4 February 2022

Digital media have changed the way educational instructions are designed. Learning environments addressing different presentation modes, sensory modalities and realities have evolved, with augmented reality (AR) as one of the latest developments in w...

(This article belongs to the Collection Augmented Reality Technologies, Systems and Applications)
  • Article
  • Open Access
2 Citations
3,747 Views
14 Pages

Photo2Video: Semantic-Aware Deep Learning-Based Video Generation from Still Content

  • Paula Viana,
  • Maria Teresa Andrade,
  • Pedro Carvalho,
  • Luis Vilaça,
  • Inês N. Teixeira,
  • Tiago Costa and
  • Pieter Jonker

Applying machine learning (ML), and especially deep learning, to understand visual content is becoming common practice in many application areas. However, little attention has been given to its use within the multimedia creative domain. It is true th...

(This article belongs to the Special Issue Intelligent Media Processing)
  • Review
  • Open Access
2 Citations
5,708 Views
18 Pages

29 October 2017

Action and event recognition in multimedia collections is relevant to progress in cross-disciplinary research areas including computer vision, computational optimization, statistical learning, and nonlinear dynamics. Over the past two decades, action...

(This article belongs to the Section Review)
  • Article
  • Open Access
5 Citations
4,232 Views
22 Pages

10 March 2025

Immersive technologies offer promising advancements in medical education, particularly in procedural skill acquisition. However, their implementation often lacks a foundation in learning theories. This study investigates the application of the split-...

(This article belongs to the Special Issue Cognitive Load Theory: Emerging Trends and Innovations)
  • Article
  • Open Access
2,118 Views
14 Pages

What Can Physiology Tell Us about State of Interest?

  • Ksenia Babanova,
  • Victor Anisimov and
  • Alexander Latanov

The state of interest as a positive emotion is associated with the ability to comprehend new information and/or to better consolidate already perceived information, to increase the attention level to the object, to increase informational processing,...

  • Article
  • Open Access
9 Citations
10,909 Views
30 Pages

13 November 2007

Wireless multimedia sensor networks (WMSN) have recently emerged as one ofthe most important technologies, driven by the powerful multimedia signal acquisition andprocessing abilities. Target classification is an important research issue addressed in...

(This article belongs to the Special Issue Energy Efficiency and Intelligent Signal Processing for Wireless Sensing)
  • Article
  • Open Access
1 Citations
1,870 Views
29 Pages

16 September 2025

Learning and implementing algorithms is a fundamental but challenging aspect of Computer Science education. One of the key tools used in teaching algorithms is pseudocode, which serves as an abstract representation of the logic behind a given algorit...

(This article belongs to the Special Issue Challenges and Trends in Technology-Enhanced Learning)
  • Article
  • Open Access
8 Citations
3,755 Views
16 Pages

A flood is an overflow of water that swamps dry land. The gravest effects of flooding are the loss of human life and economic losses. An early warning of these events can be very effective in minimizing the losses. Social media websites such as Twitt...

(This article belongs to the Collection Deep Learning for Computer Vision: Algorithms, Theory and Application)
  • Article
  • Open Access
17 Citations
4,045 Views
16 Pages

Enriching Facial Anti-Spoofing Datasets via an Effective Face Swapping Framework

  • Jiachen Yang,
  • Guipeng Lan,
  • Shuai Xiao,
  • Yang Li,
  • Jiabao Wen and
  • Yong Zhu

22 June 2022

In the era of rapid development of the Internet of things, deep learning, and communication technologies, social media has become an indispensable element. However, while enjoying the convenience brought by technological innovation, people are also f...

(This article belongs to the Section Internet of Things)
  • Review
  • Open Access
13 Citations
6,814 Views
31 Pages

Machine Learning for Multimedia Communications

  • Nikolaos Thomos,
  • Thomas Maugey and
  • Laura Toni

21 January 2022

Machine learning is revolutionizing the way multimedia information is processed and transmitted to users. After intensive and powerful training, some impressive efficiency/accuracy improvements have been made all over the transmission pipeline. For e...

(This article belongs to the Collection Machine Learning for Multimedia Communications)
  • Article
  • Open Access
6 Citations
3,641 Views
11 Pages

Using Coordinated Visual and Verbal Cues in Complex Multimedia Materials to Improve Tactical Learning in Soccer

  • Nourhen Mezghanni,
  • Ghazi Rekik,
  • Zachary J. Crowley-McHattan,
  • Yosra Belkhir,
  • Rayda Ben Ayed,
  • Atyh Hadadi,
  • Turki Mohsen Alzahrani,
  • Cheng-Deng Kuo and
  • Yung-Sheng Chen

This study aimed to explore whether the use of coordinated visual and verbal cues in narrated diagrams would support novices in learning soccer scenes. Eighty female university students (Mage = 20 years, SD = 1.2) in physical education (PE) were rand...

(This article belongs to the Special Issue Neuromuscular Responses and Adaptations in Exercise, Sport and Health)
  • Article
  • Open Access
185 Citations
12,508 Views
18 Pages

Wearable IoT Smart-Log Patch: An Edge Computing-Based Bayesian Deep Learning Network System for Multi Access Physical Monitoring System

  • Gunasekaran Manogaran,
  • P. Mohamed Shakeel,
  • H. Fouad,
  • Yunyoung Nam,
  • S. Baskar,
  • Naveen Chilamkurti and
  • Revathi Sundarasekar

9 July 2019

According to the survey on various health centres, smart log-based multi access physical monitoring system determines the health conditions of humans and their associated problems present in their lifestyle. At present, deficiency in significant nutr...

(This article belongs to the Special Issue Mobile and Embedded Devices in Multi-access Edge Computing)
  • Article
  • Open Access
13 Citations
11,349 Views
15 Pages

28 October 2019

This decade has witnessed wide use of data-driven systems, from multimedia to scientific computing, and in each case quality data movement infrastructure is required, many with SerDes as a cornerstone. On the one hand, HPC and machine learning cloud...

(This article belongs to the Special Issue Nanoscale CMOS Technologies)

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