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Information, Volume 13, Issue 6

2022 June - 41 articles

Cover Story: Efficient shortest path algorithms are of key importance for routing and navigation systems. However, these applications are designed focusing on the requirements of motor vehicles, and therefore, finding paths in pedestrian sections of urban areas is not sufficiently supported. In addition, finding the shortest path is often not adequate for urban sidewalk routes, as users of these applications may also be interested in alternative routes that, although slightly longer, possess other desirable features and properties. The purpose of this paper is to present a heuristic algorithm for graph datasets that implements a penalty-based method which, by increasing certain edge weights, effectively searches for the most accessible alternative paths in multi-route cases. View this paper
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Articles (41)

  • Article
  • Open Access
3,255 Views
24 Pages

Construction of a Low-Cost Layered Interactive Dashboard with Capacitive Sensing

  • Agapi Tsironi Lamari,
  • Spyros Panagiotakis,
  • Zacharias Kamarianakis,
  • George Loukas,
  • Athanasios Malamos and
  • Evangelos Markakis

17 June 2022

In the present work, a methodology for the low-cost crafting of an interactive layered dashboard is proposed. Our aim is that the tangible surface be constructed using domestic materials that are easily available in every household. Several tests wer...

  • Article
  • Open Access
22 Citations
5,114 Views
11 Pages

LoRaWAN Based Indoor Localization Using Random Neural Networks

  • Winfred Ingabire,
  • Hadi Larijani,
  • Ryan M. Gibson and
  • Ayyaz-UI-Haq Qureshi

16 June 2022

Global Positioning Systems (GPS) are frequently used as a potential solution for localization applications. However, GPS does not work indoors due to a lack of direct Line-of-Sight (LOS) satellite signals received from the End Device (ED) due to thic...

  • Article
  • Open Access
12 Citations
3,620 Views
17 Pages

On Producing Accurate Rating Predictions in Sparse Collaborative Filtering Datasets

  • Dionisis Margaris,
  • Costas Vassilakis and
  • Dimitris Spiliotopoulos

15 June 2022

The typical goal of a collaborative filtering algorithm is the minimisation of the deviation between rating predictions and factual user ratings so that the recommender system offers suggestions for appropriate items, achieving a higher prediction va...

  • Article
  • Open Access
2,375 Views
16 Pages

15 June 2022

This paper investigates how to construct a feature space for compression-based pattern recognition which judges the similarity between two objects x and y through the compression ratio to compress x with y (’s dictionary). Specifically, we focu...

  • Article
  • Open Access
15 Citations
3,456 Views
12 Pages

14 June 2022

Nowadays, the rapid growth of technology delivers many new concepts and notations that aim to increase the efficiency and comfort of human life. One of these techniques is the Internet of Things (IoT). The IoT has been used to achieve efficient opera...

  • Article
  • Open Access
11 Citations
9,718 Views
18 Pages

Movie Box Office Prediction Based on Multi-Model Ensembles

  • Yuan Ni,
  • Feixing Dong,
  • Meng Zou and
  • Weiping Li

10 June 2022

This paper is based on the box office data of films released in China in the past, which was collected from ENDATA on 30 November 2021, providing 5683 pieces of movie data, and enabling the selection of the top 2000 pieces of movie data to be used as...

  • Article
  • Open Access
21 Citations
6,559 Views
17 Pages

State-of-the-Art in Open-Domain Conversational AI: A Survey

  • Tosin Adewumi,
  • Foteini Liwicki and
  • Marcus Liwicki

10 June 2022

We survey SoTA open-domain conversational AI models with the objective of presenting the prevailing challenges that still exist to spur future research. In addition, we provide statistics on the gender of conversational AI in order to guide the ethic...

  • Article
  • Open Access
23 Citations
19,747 Views
16 Pages

Attitudes toward Fashion Influencers as a Mediator of Purchase Intention

  • José Magano,
  • Manuel Au-Yong-Oliveira,
  • Cicero Eduardo Walter and
  • Ângela Leite

10 June 2022

Fashion influencers are a new phenomenon and profession to which many young individuals may currently aspire; such is its impact in the digital and online world. Hence, the article serves an upcoming group of fashion-influencers-to-be, as well as fir...

  • Article
  • Open Access
2 Citations
4,359 Views
15 Pages

10 June 2022

Text vectorization is the basic work of natural language processing tasks. High-quality vector representation with rich feature information can guarantee the quality of entity recognition and other downstream tasks in the field of traditional Chinese...

  • Article
  • Open Access
7 Citations
3,465 Views
11 Pages

10 June 2022

The digital transformation of core marketing activities substantially impacts relations between consumers and companies. Novel technologies are usually complex, making their underlying functionality as well as the desirable and undesirable implicatio...

  • Article
  • Open Access
2 Citations
2,336 Views
15 Pages

On the Use of Mouse Actions at the Character Level

  • Ángel Navarro and
  • Francisco Casacuberta

Neural Machine Translation (NMT) has improved performance in several tasks up to human parity. However, many companies still use Computer-Assisted Translation (CAT) tools to achieve perfect translation, as well as other tools. Among these tools, we f...

  • Article
  • Open Access
8 Citations
4,257 Views
15 Pages

Multilingual Offline Signature Verification Based on Improved Inverse Discriminator Network

  • Nurbiya Xamxidin,
  • Mahpirat,
  • Zhixi Yao,
  • Alimjan Aysa and
  • Kurban Ubul

To further improve the accuracy of multilingual off-line handwritten signature verification, this paper studies the off-line handwritten signature verification of monolingual and multilingual mixture and proposes an improved verification network (IDN...

  • Review
  • Open Access
58 Citations
14,790 Views
12 Pages

Fourth Industrial Revolution between Knowledge Management and Digital Humanities

  • Muhammad Anshari,
  • Muhammad Syafrudin and
  • Norma Latif Fitriyani

The Fourth Industrial Revolution (4IR) offers optimum productivity and efficiency via automation, expert systems, and artificial intelligence. The Fourth Industrial Revolution deploys smart sensors, Cyber-Physical Systems (CPS), Internet of Things (I...

  • Article
  • Open Access
9 Citations
5,765 Views
18 Pages

Consumer adoption of electric vehicles is essentially related to product quality factors, such as safety, performance and compatibility; however, the relationship between product quality standards and consumer behavior is not clear. Based on Multi-At...

  • Article
  • Open Access
1 Citations
2,783 Views
9 Pages

Composing the representation of a sentence from the tokens that it comprises is difficult, because such a representation needs to account for how the words present relate to each other. The Transformer architecture does this by iteratively changing t...

  • Communication
  • Open Access
14 Citations
4,948 Views
10 Pages

Augmented reality (AR) has found application in online games, social media, interior design, and other services since the success of the smartphone game Pokémon Go in 2016. With recent news on the metaverse and the AR cloud, the contexts in wh...

  • Article
  • Open Access
9 Citations
4,245 Views
14 Pages

A Routing and Task-Allocation Algorithm for Robotic Groups in Warehouse Environments

  • Antonios Chatzisavvas,
  • Petros Chatzitoulousis,
  • Dimitris Ziouzios and
  • Minas Dasygenis

In recent years, the need for robotic fleets in large warehouse environments has constantly increased. The customers require faster services concerning the delivery of their products, making the use of systems such as robots and order-management soft...

  • Article
  • Open Access
5 Citations
3,521 Views
25 Pages

In recent years, researchers from the fields of computer vision, language, graphics, and robotics have tackled Embodied AI research. Embodied AI can learn through interaction with the real world and virtual environments and can perform various tasks...

  • Article
  • Open Access
12 Citations
4,527 Views
17 Pages

This study proposes a digital twin (DT) application framework that integrates deep reinforcement learning (DRL) algorithms for the dynamic scheduling of crane transportation in workshops. DT is used to construct the connection between the workshop se...

  • Article
  • Open Access
8 Citations
4,068 Views
28 Pages

Content and metadata concerning a specialized field such as Art and Cultural Heritage are often scattered throughout the World Wide Web, making it hard for end-users to find, especially amid the vast and often commercialized general content of the We...

  • Article
  • Open Access
83 Citations
18,782 Views
16 Pages

Multimodal Fake News Detection

  • Isabel Segura-Bedmar and
  • Santiago Alonso-Bartolome

Over the last few years, there has been an unprecedented proliferation of fake news. As a consequence, we are more susceptible to the pernicious impact that misinformation and disinformation spreading can have on different segments of our society. Th...

  • Article
  • Open Access
11 Citations
4,834 Views
15 Pages

A Novel Multi-View Ensemble Learning Architecture to Improve the Structured Text Classification

  • Carlos Adriano Gonçalves,
  • Adrián Seara Vieira,
  • Célia Talma Gonçalves,
  • Rui Camacho,
  • Eva Lorenzo Iglesias and
  • Lourdes Borrajo Diz

Multi-view ensemble learning exploits the information of data views. To test its efficiency for full text classification, a technique has been implemented where the views correspond to the document sections. For classification and prediction, we use...

  • Article
  • Open Access
17 Citations
2,923 Views
19 Pages

A New Multivariate Approach for Real Time Detection of Routing Security Attacks in VANETs

  • Souad Ajjaj,
  • Souad El Houssaini,
  • Mustapha Hain and
  • Mohammed-Alamine El Houssaini

Routing security attacks in Vehicular Ad hoc Networks (VANETs) represent a challenging issue that may dramatically decrease the network performances and even cause hazardous damage in both lives and equipment. This study proposes a new approach named...

  • Article
  • Open Access
3 Citations
3,003 Views
17 Pages

As the demands of multimedia and data services increase, efficient communication systems are being investigated to meet the high data rate requirements. Joint source-channel coding (JSCC) schemes were proposed for improving overall system performance...

  • Article
  • Open Access
14 Citations
13,995 Views
14 Pages

In the era of global social media, Internet users’ privacy rights have been weakened, and the insight and alertness of individuals for privacy disclosure are decreasing. The security and flexibility of the system are usually the two ends of the...

  • Article
  • Open Access
38 Citations
11,305 Views
12 Pages

Efficient Edge-AI Application Deployment for FPGAs

  • Stavros Kalapothas,
  • Georgios Flamis and
  • Paris Kitsos

Field Programmable Gate Array (FPGA) accelerators have been widely adopted for artificial intelligence (AI) applications on edge devices (Edge-AI) utilizing Deep Neural Networks (DNN) architectures. FPGAs have gained their reputation due to the great...

  • Article
  • Open Access
27 Citations
10,691 Views
25 Pages

This research highlights how cloud platform as a service technologies host extended reality technologies and convergent technologies in integrated solutions. It was only around 2019 that scholarly literature conceptualized the role of extended realit...

  • Article
  • Open Access
14 Citations
6,582 Views
12 Pages

Telework and other flexible working arrangements, which have exponentially expanded with new advancements in digitalization and the impact of COVID-19, are modifying working conditions and workers’ engagement. Using the ‘job demands-resou...

  • Article
  • Open Access
13 Citations
3,553 Views
17 Pages

Insulators are important safety devices on high-voltage transmission lines. An insulator inspection system based on UAVs is widely used. Insulator defect detection is performed against two main engineering problems: 1. The scarcity of defect images,...

  • Article
  • Open Access
86 Citations
10,237 Views
13 Pages

Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches

  • Ahatsham Hayat,
  • Fernando Morgado-Dias,
  • Bikram Pratim Bhuyan and
  • Ravi Tomar

There are more than 962 million people aged 60 and up globally. Physical activity declines as people get older, as does their capacity to undertake everyday tasks, effecting both physical and mental health. Many researchers use machine learning and d...

  • Article
  • Open Access
2 Citations
2,850 Views
17 Pages

Teaching Informatics to Adults of Vocational Schools during the Pandemic: Students’ Views and the Role of Neuroeducation

  • Spyridon Doukakis,
  • Maria Niari,
  • Elen Malliou,
  • Sarah Vlachou and
  • Evangelia Filippakopoulou

The COVID-19 pandemic has had an extremely significant impact on the educational process. The need to continue the educational practice, albeit the restrictions imposed in movement, led to a change in the way students participate and learn, as well a...

  • Review
  • Open Access
139 Citations
33,862 Views
22 Pages

Online toxic discourses could result in conflicts between groups or harm to online communities. Hate speech is complex and multifaceted harmful or offensive content targeting individuals or groups. Existing literature reviews have generally focused o...

  • Article
  • Open Access
22 Citations
7,125 Views
17 Pages

A Comparison of Machine Learning Techniques for the Quality Classification of Molded Products

  • Andrea Polenta,
  • Selene Tomassini,
  • Nicola Falcionelli,
  • Paolo Contardo,
  • Aldo Franco Dragoni and
  • Paolo Sernani

The developments in the internet of things (IoT), artificial intelligence (AI), and cyber-physical systems (CPS) are paving the way to the implementation of smart factories in what is commonly recognized as the fourth industrial revolution. In the ma...

  • Article
  • Open Access
5 Citations
3,444 Views
15 Pages

MEC Computation Offloading-Based Learning Strategy in Ultra-Dense Networks

  • Chunhong Duo,
  • Peng Dong,
  • Qize Gao,
  • Baogang Li and
  • Yongqian Li

Mobile edge computing (MEC) has the potential to realize intensive applications in 5G networks. Through migrating intensive tasks to edge servers, MEC can expand the computing power of wireless networks. Fifth generation networks need to meet service...

  • Article
  • Open Access
10 Citations
12,456 Views
26 Pages

Strategic information system planning (SISP) is a central process that enables organizations to identify the strategic alignment of their IT portfolio to achieve their business needs and objectives. The extant SISP literature has focused on theoretic...

  • Article
  • Open Access
9 Citations
6,213 Views
25 Pages

Shortest Path Algorithms for Pedestrian Navigation Systems

  • Kyriakos Koritsoglou,
  • Georgios Tsoumanis,
  • Vaios Patras and
  • Ioannis Fudos

Efficient shortest path algorithms are of key importance for routing and navigation systems. However, these applications are designed focusing on the requirements of motor vehicles, and therefore, finding paths in pedestrian sections of urban areas i...

  • Review
  • Open Access
135 Citations
37,925 Views
17 Pages

Facial emotion recognition (FER) is an emerging and significant research area in the pattern recognition domain. In daily life, the role of non-verbal communication is significant, and in overall communication, its involvement is around 55% to 93%. F...

  • Article
  • Open Access
4 Citations
4,499 Views
28 Pages

Product design is crucial for product success. Many approaches can improve product design quality, such as concurrent engineering and design for X. This study focuses on applying product usage information (PUI) during product development. As emerging...

  • Article
  • Open Access
1 Citations
3,759 Views
23 Pages

Creative Narration as a Design Technique

  • Dimosthenis Manias and
  • Irene Mavrommati

Creative narration is a structured ideation technique based on storytelling. It has the potential to enhance the initial design process of ideation in terms of collaboration and creativity. People from various disciplines, following specific steps, c...

  • Article
  • Open Access
1 Citations
2,816 Views
18 Pages

With the rapid development and wide application of cloud computing and 5G communication, the number of mobile users is increasing rapidly, meaning that cloud storage services are receiving more and more attention. The equality test technology of retr...

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Information - ISSN 2078-2489