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Information, Volume 11, Issue 10

2020 October - 36 articles

Cover Story: We investigated the ability of deep learning neural networks to provide mapping between the features of a parallel distributed discrete-event simulation (PDDES) system (software and hardware) to a time synchronization scheme to optimize speed-up performance. Deep belief networks (DBNs) were used, which due to their multiple layers with feature detectors at the lower layers and a supervised scheme at the higher layers, can provide nonlinear mapping. The mapping mechanism works by considering simulation constructs, hardware, and software intricacies such as simulation objects, concurrency, iterations, routines, and messaging rates with an importance level based on a cognitive approach. The result is a synchronization scheme with breathing time buckets, breathing time warp, and time warp to optimize the speed-up. View this paper.
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Articles (36)

  • Article
  • Open Access
9 Citations
8,543 Views
13 Pages

Factors Affecting Decision-Making Processes in Virtual Teams in the UAE

  • Vida Davidaviciene,
  • Khaled Al Majzoub and
  • Ieva Meidute-Kavaliauskiene

21 October 2020

Organizational reliance on virtual teams (VTs) is increasing tremendously due to the significant benefits they offer, such as efficiently reaching objectives and increasing organizational performance. However, VTs face a lot of challenges that, if ov...

  • Article
  • Open Access
3 Citations
3,538 Views
20 Pages

Data-Driven Critical Tract Variable Determination for European Portuguese

  • Samuel Silva,
  • Nuno Almeida,
  • Conceição Cunha,
  • Arun Joseph,
  • Jens Frahm and
  • António Teixeira

21 October 2020

Technologies, such as real-time magnetic resonance (RT-MRI), can provide valuable information to evolve our understanding of the static and dynamic aspects of speech by contributing to the determination of which articulators are essential (critical)...

  • Article
  • Open Access
2 Citations
4,048 Views
18 Pages

A Neural-Network-Based Approach to Chinese–Uyghur Organization Name Translation

  • Aishan Wumaier,
  • Cuiyun Xu,
  • Zaokere Kadeer,
  • Wenqi Liu,
  • Yingbo Wang,
  • Xireaili Haierla,
  • Maihemuti Maimaiti,
  • ShengWei Tian and
  • Alimu Saimaiti

21 October 2020

The recognition and translation of organization names (ONs) is challenging due to the complex structures and high variability involved. ONs consist not only of common generic words but also names, rare words, abbreviations and business and industry j...

  • Article
  • Open Access
9 Citations
5,085 Views
19 Pages

Models for Internet of Things Environments—A Survey

  • Ana Cristina Franco da Silva and
  • Pascal Hirmer

20 October 2020

Today, the Internet of Things (IoT) is an emerging topic in research and industry. Famous examples of IoT applications are smart homes, smart cities, and smart factories. Through highly interconnected devices, equipped with sensors and actuators, con...

  • Article
  • Open Access
18 Citations
9,612 Views
17 Pages

20 October 2020

In this paper, we incorporate a GARCH model into an artificial neural network (ANN) for financial volatility modeling and estimate the parameters in Tensorflow. Our goal was to better predict stock volatility. We evaluate the performance of the model...

  • Article
  • Open Access
4 Citations
2,674 Views
16 Pages

20 October 2020

At present, range-free localization algorithm is the mainstream of node localization method, which has made tremendous achievements. However, there are few algorithms that can be used in concave regions, and the existing algorithms have defects such...

  • Article
  • Open Access
3 Citations
3,161 Views
16 Pages

Joint Sentiment Part Topic Regression Model for Multimodal Analysis

  • Mengyao Li,
  • Yonghua Zhu,
  • Wenjing Gao,
  • Meng Cao and
  • Shaoxiu Wang

19 October 2020

The development of multimodal media compensates for the lack of information expression in a single modality and thus gradually becomes the main carrier of sentiment. In this situation, automatic assessment for sentiment information in multimodal cont...

  • Article
  • Open Access
6 Citations
7,376 Views
32 Pages

17 October 2020

The human mood has a temporary effect on the face shape due to the movement of its muscles. Happiness, sadness, fear, anger, and other emotional conditions may affect the face biometric system’s reliability. Most of the current studies on facia...

  • Article
  • Open Access
7 Citations
4,117 Views
19 Pages

15 October 2020

Two sentences can be related in many different ways. Distinct tasks in natural language processing aim to identify different semantic relations between sentences. We developed several models for natural language inference and semantic textual similar...

  • Review
  • Open Access
11 Citations
5,639 Views
24 Pages

14 October 2020

Multi-Resolution Modeling (MRM) is a modeling technology that creates a model that expresses the same phenomenon at more than two different resolutions. Since the advent of distributed simulation systems, the MRM study began in the military field, wh...

  • Article
  • Open Access
1 Citations
3,176 Views
10 Pages

14 October 2020

The interactive mechanism among platform operators, content producers, and information receivers is increasingly complex in human–computer symbiosis. The purpose of this study is to identify the interactive value among platform operators, conte...

  • Article
  • Open Access
8 Citations
9,166 Views
10 Pages

14 October 2020

This study examines the impact of word of mouth (WOM) communication through social media and how it affects satisfaction with the Summer Universiade in Taipei. This study hopes to understand the usage characteristics of social media among university...

  • Article
  • Open Access
20 Citations
8,732 Views
31 Pages

14 October 2020

Higher education is changing, and a new normal is coming. Students are even more demanding, and professors need to follow the evolution of technology and try to increase student engagement in the classrooms (presential or virtual). Higher education s...

  • Article
  • Open Access
64 Citations
16,372 Views
12 Pages

13 October 2020

The study focuses on the canvas of online information transmission that has expanded exponentially. Especially due to social media networks, consumers have been exposed to significant amounts of disinformation, misinformation and actual information....

  • Article
  • Open Access
3 Citations
3,433 Views
13 Pages

13 October 2020

We propose a novel end-to-end image colorization framework which integrates attention mechanism and a learnable adaptive normalization function. In contrast to previous colorization methods that directly generate the whole image, we believe that the...

  • Article
  • Open Access
14 Citations
5,059 Views
17 Pages

Underwater Fish Body Length Estimation Based on Binocular Image Processing

  • Ruoshi Cheng,
  • Caixia Zhang,
  • Qingyang Xu,
  • Guocheng Liu,
  • Yong Song,
  • Xianfeng Yuan and
  • Jie Sun

12 October 2020

Recently, the information analysis technology of underwater has developed rapidly, which is beneficial to underwater resource exploration, underwater aquaculture, etc. Dangerous and laborious manual work is replaced by deep learning-based computer vi...

  • Article
  • Open Access
2 Citations
3,433 Views
24 Pages

12 October 2020

High-quality power demand side information is necessary for scientific decision-making of power grid construction projects. Literature research shows that the current demand side management (DSM) information quality theories and methods need to be im...

  • Article
  • Open Access
76 Citations
6,677 Views
11 Pages

Online At-Risk Student Identification using RNN-GRU Joint Neural Networks

  • Yanbai He,
  • Rui Chen,
  • Xinya Li,
  • Chuanyan Hao,
  • Sijiang Liu,
  • Gangyao Zhang and
  • Bo Jiang

9 October 2020

Although online learning platforms are gradually becoming commonplace in modern society, learners’ high dropout rates and serious academic performance require more attention within the virtual learning environment (VLE). This study aims to pred...

  • Article
  • Open Access
30 Citations
6,392 Views
16 Pages

Traffic Sign Detection Method Based on Improved SSD

  • Shuai You,
  • Qiang Bi,
  • Yimu Ji,
  • Shangdong Liu,
  • Yujian Feng and
  • Fei Wu

9 October 2020

Due to changes in illumination, adverse weather conditions, and interference from signs similar to real traffic signs, the false detection of traffic signs is possible. Nevertheless, in order to improve the detection effect of small targets, baseline...

  • Article
  • Open Access
7 Citations
6,494 Views
19 Pages

7 October 2020

Nowadays, the use of smartphones has become essential for daily activities that have either a personal or professional purpose. A large number of resources is necessary for both the production and the use of these devices, which means that solutions...

  • Review
  • Open Access
20 Citations
11,129 Views
14 Pages

A Systematic Review of Indicators for Evaluating the Effectiveness of Digital Public Services

  • Glauco Vitor Pedrosa,
  • Ricardo A. D. Kosloski,
  • Vitor G. de Menezes,
  • Gabriela Y. Iwama,
  • Wander C. M. P. da Silva and
  • Rejane M. da C. Figueiredo

6 October 2020

Effectiveness is a key feature of good governance, as the public sector must make the best use of resources to comply with the needs of the population. Several indicators can be analyzed to evaluate the effectiveness of a service. This study analyzes...

  • Article
  • Open Access
16 Citations
4,505 Views
17 Pages

4 October 2020

This research investigated the current maturity levels of cybersafety in South African schools. The maturity level indicates if schools are prepared to assist relevant role players (teachers and learners) in establishing a cybersafety culture within...

  • Article
  • Open Access
1 Citations
3,271 Views
20 Pages

2 October 2020

Nowadays, with smartphones, people can easily take photos, post photos to any social networks, and use the photos for various purposes. This leads to a social problem that unintended appearance in photos may threaten the facial privacy of photographe...

  • Review
  • Open Access
1 Citations
3,795 Views
17 Pages

2 October 2020

Multiple resolution modeling (MRM) is the future of distributed simulation. This article describes different definitions and notions related to MRM. MRM is a relatively new research area, and there is a demand for simulator integration from a modelin...

  • Article
  • Open Access
6 Citations
5,251 Views
18 Pages

The BioVisualSpeech Corpus of Words with Sibilants for Speech Therapy Games Development

  • Sofia Cavaco,
  • Isabel Guimarães,
  • Mariana Ascensão,
  • Alberto Abad,
  • Ivo Anjos,
  • Francisco Oliveira,
  • Sofia Martins,
  • Nuno Marques,
  • Maxine Eskenazi and
  • Margarida Grilo
  • + 1 author

2 October 2020

In order to develop computer tools for speech therapy that reliably classify speech productions, there is a need for speech production corpora that characterize the target population in terms of age, gender, and native language. Apart from including...

  • Feature Paper
  • Review
  • Open Access
32 Citations
10,518 Views
15 Pages

A Systematic Review of the Application of Maturity Models in Universities

  • Esteban Tocto-Cano,
  • Sandro Paz Collado,
  • Javier Linkolk López-Gonzales and
  • Josué E. Turpo-Chaparro

1 October 2020

A maturity model is a widely used tool in software engineering and has mostly been extended to domains such as education, health, energy, finance, government, and general use. It is valuable for evaluations and continuous improvement of business proc...

  • Article
  • Open Access
7 Citations
4,291 Views
21 Pages

Design of Distributed Discrete-Event Simulation Systems Using Deep Belief Networks

  • Edwin Cortes,
  • Luis Rabelo,
  • Alfonso T. Sarmiento and
  • Edgar Gutierrez

1 October 2020

In this research study, we investigate the ability of deep learning neural networks to provide a mapping between features of a parallel distributed discrete-event simulation (PDDES) system (software and hardware) to a time synchronization scheme to o...

  • Feature Paper
  • Article
  • Open Access
5 Citations
3,129 Views
17 Pages

30 September 2020

In emergency scenarios, such as a terrorist attack or a building on fire, it is desirable to track first responders in order to coordinate the operation. Pedestrian tracking methods solely based on inertial measurement units in indoor environments ar...

  • Article
  • Open Access
40 Citations
5,425 Views
19 Pages

Technological Aspects of Blockchain Application for Vehicle-to-Network

  • Vasiliy Elagin,
  • Anastasia Spirkina,
  • Mikhail Buinevich and
  • Andrei Vladyko

30 September 2020

Over the past decade, wireless communication technologies have developed significantly for intelligent applications in road transport. This paper provides an overview of telecommunications-based intelligent transport systems with a focus on ensuring...

  • Article
  • Open Access
14 Citations
5,452 Views
12 Pages

29 September 2020

This paper aims to identify financial measures that are related to Corporate Social Responsibility (CSR) involvement activities. The study concerns the food industry, in which clients, as well as stakeholders, increasingly appreciate socially respons...

  • Article
  • Open Access
15 Citations
12,227 Views
28 Pages

Information and Communication Technology (ICT) Governance Processes: A Case Study

  • Edna Dias Canedo,
  • Ana Paula Morais do Vale,
  • Rafael Leite Patrão,
  • Leomar Camargo de Souza,
  • Rogério Machado Gravina,
  • Vinicius Eloy dos Reis,
  • Fábio Lúcio Lopes Mendonça and
  • Rafael T. de Sousa

29 September 2020

Information and Communication Technology (ICT) Governance is increasingly necessary and present in organizations aiming to improve the maturity of their ICT processes. This paper presents an analysis of the ICT Governance processes of a Brazilian Fed...

  • Article
  • Open Access
11 Citations
4,539 Views
15 Pages

27 September 2020

An asset allocation optimization model for key clients and financial products is developed and deployed on a business platform by compiling a program to a module using MATLAB to show how to integrate financial big data and fintech in a real applicati...

  • Article
  • Open Access
40 Citations
7,329 Views
13 Pages

27 September 2020

In this study, we examined the activities of automated social media accounts or bots that tweet or retweet referencing #COVID-19 and #COVID19. From a total sample of over 50 million tweets, we used a mixed method to extract more than 185,000 messages...

  • Article
  • Open Access
9 Citations
3,261 Views
15 Pages

25 September 2020

To provide a knowledge basis for updating the design speed in bicycle facility codes, this paper examines factors that influence bicycle free-flow speed. We investigated six segments of Nanjing’s separated bicycle lane and established a general...

  • Article
  • Open Access
2,742 Views
12 Pages

Distributed Simulation Using Agents for the Internet of Things and the Factory of the Future

  • Mohammed Basingab,
  • Khalid Nagadi,
  • Ahmad Rahal,
  • Hatim Bukhari and
  • Fahad Alasim

24 September 2020

The adoption of the Internet of Things (IoT) and its related technologies has transformed the manufacturing industry and has significantly changed the traditional linear manufacturing supply chains into dynamic and interconnected systems. However, th...

  • Article
  • Open Access
8 Citations
2,573 Views
9 Pages

23 September 2020

As data outsourcing services have been becoming common recently, developing skills to search over encrypted data has received a lot of attention. Order-revealing encryption (OREnc) enables performing a range of queries on encrypted data through a pub...

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Information - ISSN 2078-2489