Skip to Content
You are currently on the new version of our website. Access the old version .

Future Internet, Volume 13, Issue 12

2021 December - 23 articles

Cover Story: A Reminder Care System (RCS) is presented to help Alzheimer’s patients to live in and operate their homes safely and independently. The system has three major stages: the complex activity recognition stage, prompt detection stage, and recommendation stage. The complex activity recognition stage hinges on three data sources: data from wearable sensors, environmental sensory data, and home appliance usage data. The prompt detection stage utilizes a data mining approach to determine if an ongoing activity requires an item recommendation, while at the reminder recommendation stage, the CB approach is applied to recommend items to the user during an activity. The system was evaluated based on three public datasets, and the results demonstrate the feasibility of the proposed system. View this paper
  • Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
  • You may sign up for email alerts to receive table of contents of newly released issues.
  • PDF is the official format for papers published in both, html and pdf forms. To view the papers in pdf format, click on the "PDF Full-text" link, and use the free Adobe Reader to open them.

Articles (23)

  • Article
  • Open Access
3 Citations
3,670 Views
15 Pages

Implementation and Evaluation of Nodal Distribution and Movement in a 5G Mobile Network

  • Dmitry Baranov,
  • Alexandr Terekhin,
  • Dmitry Bragin and
  • Anton Konev

20 December 2021

The determining factor in the accelerated pace of informatization is the increase in the speed and reliability of data transmission networks. In this regard, new and existing standards are developed and modernized. A lot of organizations are constant...

  • Perspective
  • Open Access
13 Citations
4,488 Views
15 Pages

19 December 2021

Nowadays, business enactments almost exclusively focus on human-to-human business transactions. However, the ubiquitousness of smart devices enables business enactments among autonomously acting machines, thereby providing the foundation for the mach...

  • Article
  • Open Access
7 Citations
3,873 Views
22 Pages

Models versus Datasets: Reducing Bias through Building a Comprehensive IDS Benchmark

  • Rasheed Ahmad,
  • Izzat Alsmadi,
  • Wasim Alhamdani and
  • Lo’ai Tawalbeh

17 December 2021

Today, deep learning approaches are widely used to build Intrusion Detection Systems for securing IoT environments. However, the models’ hidden and complex nature raises various concerns, such as trusting the model output and understanding why...

  • Article
  • Open Access
10 Citations
4,968 Views
16 Pages

17 December 2021

Cloud computing has been a dominant computing paradigm for many years. It provides applications with computing, storage, and networking capabilities. Furthermore, it enhances the scalability and quality of service (QoS) of applications and offers the...

  • Article
  • Open Access
2,422 Views
16 Pages

16 December 2021

Resource prediction algorithms have been recently proposed in Network Function Virtualization architectures. A prediction-based resource allocation is characterized by higher operation costs due to: (i) Resource underestimate that leads to quality of...

  • Article
  • Open Access
13 Citations
4,372 Views
24 Pages

FlockAI: A Testing Suite for ML-Driven Drone Applications

  • Demetris Trihinas,
  • Michalis Agathocleous,
  • Karlen Avogian and
  • Ioannis Katakis

16 December 2021

Machine Learning (ML) is now becoming a key driver empowering the next generation of drone technology and extending its reach to applications never envisioned before. Examples include precision agriculture, crowd detection, and even aerial supply tra...

  • Article
  • Open Access
9 Citations
7,772 Views
21 Pages

Reconstruction of a 3D Human Foot Shape Model Based on a Video Stream Using Photogrammetry and Deep Neural Networks

  • Lev Shilov,
  • Semen Shanshin,
  • Aleksandr Romanov,
  • Anastasia Fedotova,
  • Anna Kurtukova,
  • Evgeny Kostyuchenko and
  • Ivan Sidorov

14 December 2021

Reconstructed 3D foot models can be used for 3D printing and further manufacturing of individual orthopedic shoes, as well as in medical research and for online shoe shopping. This study presents a technique based on the approach and algorithms of ph...

  • Article
  • Open Access
2 Citations
4,280 Views
12 Pages

An Experimental Performance Evaluation of Cloud-API-Based Applications

  • Yara Abuzrieq,
  • Amro Al-Said Ahmad and
  • Maram Bani Younes

13 December 2021

Cloud Application Programming Interfaces (APIs) have been developed to link several cloud computing applications together. API-based applications are widely used to provide flexible and reliable services over cloud platforms. Recently, a huge number...

  • Review
  • Open Access
60 Citations
8,195 Views
32 Pages

Blockchain Application in Internet of Vehicles: Challenges, Contributions and Current Limitations

  • Evgenia Kapassa,
  • Marinos Themistocleous,
  • Klitos Christodoulou and
  • Elias Iosif

10 December 2021

Blockchain technology is highly coupled with cryptocurrencies; however, it provides several other potential use cases, related to energy and sustainability, Internet of Things (IoT), smart cities, smart mobility and more. Blockchain can offer securit...

  • Article
  • Open Access
65 Citations
6,825 Views
19 Pages

Securing Environmental IoT Data Using Masked Authentication Messaging Protocol in a DAG-Based Blockchain: IOTA Tangle

  • Pranav Gangwani,
  • Alexander Perez-Pons,
  • Tushar Bhardwaj,
  • Himanshu Upadhyay,
  • Santosh Joshi and
  • Leonel Lagos

6 December 2021

The demand for the digital monitoring of environmental ecosystems is high and growing rapidly as a means of protecting the public and managing the environment. However, before data, algorithms, and models can be mobilized at scale, there are consider...

  • Article
  • Open Access
22 Citations
6,415 Views
12 Pages

Phubber’s Emotional Activations: The Association between PANAS and Phubbing Behavior

  • Andrea Guazzini,
  • Tommaso Raimondi,
  • Benedetta Biagini,
  • Franco Bagnoli and
  • Mirko Duradoni

4 December 2021

Currently, mobile phones are widely used worldwide. Thus, phubbing rapidly became a common phenomenon in our social life. Phubbing is considered by the literature as a new form of technology-related addiction that may undermine interpersonal relation...

  • Article
  • Open Access
15 Citations
5,839 Views
16 Pages

An Advanced Deep Learning Approach for Multi-Object Counting in Urban Vehicular Environments

  • Ahmed Dirir,
  • Henry Ignatious,
  • Hesham Elsayed,
  • Manzoor Khan,
  • Mohammed Adib,
  • Anas Mahmoud and
  • Moatasem Al-Gunaid

30 November 2021

Object counting is an active research area that gained more attention in the past few years. In smart cities, vehicle counting plays a crucial role in urban planning and management of the Intelligent Transportation Systems (ITS). Several approaches h...

  • Article
  • Open Access
17 Citations
6,913 Views
18 Pages

DNS Firewall Based on Machine Learning

  • Claudio Marques,
  • Silvestre Malta and
  • João Magalhães

30 November 2021

Nowadays there are many DNS firewall solutions to prevent users accessing malicious domains. These can provide real-time protection and block illegitimate communications, contributing to the cybersecurity posture of the organizations. Most of these s...

  • Article
  • Open Access
6 Citations
3,810 Views
19 Pages

SASLedger: A Secured, Accelerated Scalable Storage Solution for Distributed Ledger Systems

  • Haoli Sun,
  • Bingfeng Pi,
  • Jun Sun,
  • Takeshi Miyamae and
  • Masanobu Morinaga

30 November 2021

Blockchain technology provides a “tamper-proof distributed ledger” for its users. Typically, to ensure the integrity and immutability of the transaction data, each node in a blockchain network retains a full copy of the ledger; however, t...

  • Article
  • Open Access
17 Citations
4,620 Views
19 Pages

29 November 2021

Deep learning is a relatively new branch of machine learning in which computers are taught to recognize patterns in massive volumes of data. It primarily describes learning at various levels of representation, which aids in understanding data that in...

  • Article
  • Open Access
19 Citations
4,047 Views
14 Pages

Time Optimization of Unmanned Aerial Vehicles Using an Augmented Path

  • Abdul Quadir Md,
  • Divyank Agrawal,
  • Monark Mehta,
  • Arun Kumar Sivaraman and
  • Kong Fah Tee

29 November 2021

With the pandemic gripping the entire humanity and with uncertainty hovering like a black cloud over all our future sustainability and growth, it became almost apparent that though the development and advancement are at their peak, we are still not r...

  • Article
  • Open Access
4 Citations
3,462 Views
19 Pages

28 November 2021

Recommendation systems are crucial in the provision of services to the elderly with Alzheimer’s disease in IoT-based smart home environments. In this work, a Reminder Care System (RCS) is presented to help Alzheimer patients live in and operate...

  • Article
  • Open Access
26 Citations
5,776 Views
19 Pages

Machine Learning Algorithm for Delay Prediction in IoT and Tactile Internet

  • Ali R. Abdellah,
  • Omar Abdulkareem Mahmood,
  • Ruslan Kirichek,
  • Alexander Paramonov and
  • Andrey Koucheryavy

26 November 2021

The next-generation cellular systems, including fifth-generation cellular systems (5G), are empowered with the recent advances in artificial intelligence (AI) and other recent paradigms. The internet of things (IoT) and the tactile internet are parad...

  • Article
  • Open Access
39 Citations
6,183 Views
19 Pages

26 November 2021

This work presents how a digital identity management system can support food supply chains in guaranteeing the quality of the products marketed and the compliance of the several supply-chain’s nodes to standards and technical regulations. Speci...

  • Review
  • Open Access
20 Citations
7,316 Views
22 Pages

Ontologies in Cloud Computing—Review and Future Directions

  • JohnBosco Agbaegbu,
  • Oluwasefunmi Tale Arogundade,
  • Sanjay Misra and
  • Robertas Damaševičius

26 November 2021

Cloud computing as a technology has the capacity to enhance cooperation, scalability, accessibility, and offers discount prospects using improved and effective computing, and this capability helps organizations to stay focused. Ontologies are used to...

  • Article
  • Open Access
1 Citations
4,232 Views
16 Pages

26 November 2021

The traditional page-grained buffer manager in database systems has a low hit ratio when only a few tuples within a page are frequently accessed. To handle this issue, this paper proposes a new buffering scheme called the AMG-Buffer (Adaptive Multi-G...

  • Article
  • Open Access
30 Citations
12,288 Views
31 Pages

25 November 2021

With the expansion of smartphone and financial technologies (FinTech), mobile money emerged to improve financial inclusion in many developing nations. The majority of the mobile money schemes used in these nations implement two-factor authentication...

  • Article
  • Open Access
4 Citations
4,232 Views
18 Pages

25 November 2021

Despite the advance in deep learning technology, assuring the robustness of deep neural networks (DNNs) is challenging and necessary in safety-critical environments, including automobiles, IoT devices in smart factories, and medical devices, to name...

Get Alerted

Add your email address to receive forthcoming issues of this journal.

XFacebookLinkedIn
Future Internet - ISSN 1999-5903