Data Mining Approaches in Predicting Entrepreneurial Intentions Based on Internet Marketing Applications DOI Creative Commons

Milan Krivokuća,

Mihalj Bakator, Dragan Ćoćkalo

et al.

Applied Sciences, Journal Year: 2024, Volume and Issue: 14(24), P. 11778 - 11778

Published: Dec. 17, 2024

Amidst the globalization of markets, there has been a continuous intensification competitiveness between enterprises. The modern business environment caused shift in how is conducted. Opportunities and challenges arise, which put tremendous pressure on enterprises regardless size industry. Entrepreneurship plays an important role obtaining competitive edge market. Thus, entrepreneurial intentions can often shape future survival enterprise. In this paper, prediction through Internet marketing predictors addressed. For this, several statistical methods data mining were used. First, simpler approaches such as linear regression, logistic regression Afterward, classifier decision trees QUEST (quick, unbiased, efficient, tree), CHAID (chi-squared automatic interaction detection) sample for analysis was 137 from Serbia. Furthermore, supervised machine learning algorithm, support vector (SVM) Finally, feed-forward neural network (FNN) applied. results varied across applied approach, thus providing significant insights into dynamics outcomes enterprise setting.

Language: Английский

Security paradigms for IoT in telecom networks: Conceptual challenges and solution pathways DOI Creative Commons

Godwin Nzeako,

Chukwuekem David Okeke,

Michael Oladipo Akinsanya

et al.

Engineering Science & Technology Journal, Journal Year: 2024, Volume and Issue: 5(5), P. 1606 - 1626

Published: May 5, 2024

The concept paper explores the critical security challenges posed by Internet of Things (IoT) in telecom networks and proposes solution pathways to address them. As IoT devices proliferate networks, they introduce new vulnerabilities threats that must be mitigated ensure integrity, confidentiality, availability network resources data. begins highlighting unique devices, including their large attack surface, resource constraints, diverse communication protocols. These are further exacerbated due scale complexity infrastructure. To these challenges, a multi-faceted approach combines technical, organizational, regulatory measures. Technical solutions include use secure protocols, device authentication mechanisms, encryption techniques protect data transit at rest. Organizational measures focus on improving awareness training among operators ensuring development deployment devices. Regulatory advocate for implementation standards regulations promote privacy deployments. also discusses importance collaboration stakeholders, operators, manufacturers, bodies, effectively. By working together, stakeholders can develop implement best practices enhance networks. In conclusion, highlights urgent need robust paradigms deployments within implementing proposed fostering mitigate risks safe Keywords: IoT, Telecom, Networks, Security.

Language: Английский

Citations

34

PREDICTIVE ANALYTICS FOR PROACTIVE SUPPORT IN TRAFFICKING PREVENTION AND VICTIM REINTEGRATION DOI Creative Commons

Ayo Amen Ediae,

Chidinma Favour Chikwe,

Kevin Namiiro Kuteesa

et al.

Engineering Science & Technology Journal, Journal Year: 2024, Volume and Issue: 5(4), P. 1502 - 1523

Published: April 26, 2024

Human trafficking is a pervasive and complex crime that affects millions of people worldwide. In recent years, there has been growing recognition the need for proactive approaches to prevention victim reintegration. Predictive analytics, data-driven technology uses algorithms analyze patterns predict future outcomes, holds great promise in this regard. This review explores application predictive analytics reintegration, highlighting its potential enhance support victims improve overall outcomes. can play crucial role by identifying trends may indicate activities. By analyzing data from various sources, such as social media, financial transactions, law enforcement records, help identify high-risk areas individuals, enabling agencies NGOs take measures prevent trafficking. For example, vulnerable populations, runaway youth or migrants, target efforts accordingly. context outcomes factors influence victim's likelihood successful reintegration into society. on education, employment, support, interventions are most likely rebuild their lives. types services, housing assistance job training, effective helping reintegrate Overall, revolutionize tailored specific needs victims. However, it important recognize not without challenges, including concerns about privacy ethical implications. Therefore, essential ensure used responsibly accordance with guidelines maximize benefits Keywords: Analytics, Trafficking, Prevention, Victim Reintegration, Systematic Review.

Language: Английский

Citations

20

VIRTUAL PRIVATE NETWORKS (VPN): A CONCEPTUAL REVIEW OF SECURITY PROTOCOLS AND THEIR APPLICATION IN MODERN NETWORKS DOI Creative Commons

Michael Oladipo Akinsanya,

Cynthia Chizoba Ekechi,

Chukwuekem David Okeke

et al.

Engineering Science & Technology Journal, Journal Year: 2024, Volume and Issue: 5(4), P. 1452 - 1472

Published: April 26, 2024

Virtual Private Networks (VPNs) play a crucial role in ensuring secure communication over public networks. This concept paper provides comprehensive review of security protocols used VPNs and their application modern The begins by defining explaining importance securing data transmission untrusted It then discusses the evolution VPN technology, highlighting transition from traditional IPSec SSL/TLS to more approaches such as WireGuard QUIC. also examines VPNs, including IPSec, SSL/TLS, newer like Each protocol is analyzed terms its features, performance, suitability for different use cases. Furthermore, explores networks, remote access, site-to-site connectivity, cloud-based services. challenges considerations involved deploying managing today's complex network environments. In conclusion, emphasizes highlights need organizations carefully evaluate requirements choose appropriate technologies protect Keywords: VPN, Security, Applications, Network.

Language: Английский

Citations

19

THEORETICAL UNDERPINNINGS AND PRACTICAL IMPLICATIONS OF SD-WAN TECHNOLOGIES IN TELECOMMUNICATIONS DOI Creative Commons

Michael Oladipo Akinsanya,

Cynthia Chizoba Ekechi,

Chukwuekem David Okeke

et al.

Computer Science & IT Research Journal, Journal Year: 2024, Volume and Issue: 5(4), P. 950 - 971

Published: April 26, 2024

The concept paper explores the transformative impact of Software-Defined Wide Area Network (SD-WAN) technologies on telecommunications industry. SD-WAN has emerged as a game-changer, offering more flexible, agile, and cost-effective alternative to traditional (WAN) solutions. begins by providing theoretical foundation for SD-WAN, discussing its key principles, architectural components, underlying technologies. It how leverages software-defined networking (SDN) principles dynamically manage optimize network traffic across geographically dispersed locations, improving performance reducing costs. practical implications in industry are then examined. discusses enables organizations enhance performance, reduce latency, improve application their networks. also can simplify management, security, support growing demand cloud-based applications services. Furthermore, challenges considerations associated with implementing such ensuring compatibility existing infrastructure, managing security risks, compliance regulatory requirements. potential service providers, highlighting opportunities new revenue streams business models. Overall, this provides comprehensive overview underpinnings telecommunications. aims inform professionals, researchers, policymakers about future Keywords: Technology, Telecom, Security.

Language: Английский

Citations

14

Empowering youth through sexuality and leadership education: Approaches and outcomes DOI Creative Commons

Ayo Amen Ediae,

Chidinma Favour Chikwe,

Kevin Namiiro Kuteesa

et al.

World Journal of Advanced Research and Reviews, Journal Year: 2024, Volume and Issue: 22(1), P. 1250 - 1265

Published: April 26, 2024

Empowering youth through sexuality and leadership education is crucial for their holistic development well-being. This paper provides an overview of approaches outcomes related to empowering in these areas. Effective include comprehensive (CSE), youth-friendly services, peer education, training. CSE equips young people with accurate, age-appropriate information about sexuality, relationships, reproductive health, enabling them make informed decisions. Youth-friendly services provide confidential, nonjudgmental health tailored people's needs. Peer involves teaching peers sexual encouraging open dialogue. Leadership training fosters skills such as communication, decision-making, advocacy, become leaders communities. leads various positive outcomes. It improves outcomes, including reduced rates unintended pregnancies, sexually transmitted infections (STIs), HIV/AIDS. also promotes gender equality empowerment, learn rights how challenge harmful norms. Additionally, enhance self-esteem, communication skills, ability decisions, preparing future roles. essential By providing support, we can help navigate challenges, healthy choices, empowered

Language: Английский

Citations

13

Integrated public health and migration policy: Crafting effective responses to migrant crises DOI Creative Commons

Ayo Amen Ediae,

Chidinma Favour Chikwe,

Kevin Namiiro Kuteesa

et al.

World Journal of Advanced Research and Reviews, Journal Year: 2024, Volume and Issue: 22(1), P. 1234 - 1249

Published: April 26, 2024

The intersection of public health and migration policy presents complex challenges in the context migrant crises. This abstract provides an overview analysis on integrated policy, focusing crafting effective responses to By examining key findings implications, it highlights critical importance addressing needs within frameworks. reveals that crises often exacerbate existing vulnerabilities, including limited access healthcare, inadequate sanitation facilities, heightened risks infectious diseases. Integrated approaches prioritize migrants are essential for mitigating these ensuring well-being both populations host communities. Key underscore adopting a comprehensive rights-based approach policy. involves recognizing migrants' right equitable healthcare services, regardless legal status or nationality. Furthermore, requires social determinants health, such as poverty, discrimination, exclusion, which disproportionately affect populations. Implications future research development include need greater collaboration coordination among stakeholders, government agencies, civil society organizations, international partners. Research gaps identified further investigation into specific groups, refugees, asylum seekers, undocumented migrants, well effectiveness different interventions meeting needs. In conclusion, is prioritizing approach, policymakers can mitigate negative impacts promote all individuals affected by urgency frameworks calls commitment equity human rights.

Language: Английский

Citations

13

AI-Driven accessibility: Transformative software solutions for empowering individuals with disabilities DOI Creative Commons

Nnaemeka Valentine Eziamaka,

Theodore Narku Odonkor,

Adetola Adewale Akinsulire

et al.

International Journal of Applied Research in Social Sciences, Journal Year: 2024, Volume and Issue: 6(8), P. 1612 - 1641

Published: Aug. 3, 2024

The integration of artificial intelligence (AI) in developing software solutions marks a pivotal advancement enhancing accessibility for individuals with disabilities. This paper explores the transformative potential AI-driven technologies designed to empower those physical, sensory, and cognitive impairments. AI's capability learn adapt diverse user needs enables creation personalized intuitive applications, offering unprecedented levels independence inclusion. encompass various innovations, including speech recognition, natural language processing (NLP), computer vision. Speech recognition facilitate communication hearing impairments by converting spoken into text vice versa. NLP advancements have enabled development sophisticated text-to-speech systems, which can read aloud content visually impaired users, prediction tools that assist users motor typing efficiently. Furthermore, vision technology provides real-time image video aiding navigating their environment identifying objects. These are integrated everyday devices platforms, significantly utility accessibility. For instance, AI-powered screen readers voice assistants now embedded smartphones computers, providing seamless access information digital services. Educational leveraging AI ensures learning materials accessible all students, regardless disabilities, tailored support. impact extends beyond personal empowerment societal By enabling greater participation education, employment, social activities, these help bridge gap between disabilities peers. Companies organizations benefit from talents perspectives more inclusive workforce, driving innovation economic growth. However, implementation also present challenges. Ensuring data privacy security, avoiding bias algorithms, maintaining affordability user-friendliness critical considerations. Ongoing research, collaboration among stakeholders, design practices essential address challenges maximize benefits In conclusion, revolutionizing way interact world. harnessing power AI, offer opportunities independence, inclusion, empowerment, ultimately contributing equitable society. Keywords: Al-Driven, Accessibility, Transformative, Disabilities, Empowering.

Language: Английский

Citations

11

SECURITY PARADIGMS FOR IOT IN TELECOM NETWORKS: CONCEPTUAL CHALLENGES AND SOLUTION PATHWAYS DOI Creative Commons

Michael Oladipo Akinsanya,

Cynthia Chizoba Ekechi,

Chukwuekem David Okeke

et al.

Engineering Science & Technology Journal, Journal Year: 2024, Volume and Issue: 5(4), P. 1431 - 1451

Published: April 26, 2024

The concept paper explores the critical security challenges posed by Internet of Things (IoT) in telecom networks and proposes solution pathways to address them. As IoT devices proliferate networks, they introduce new vulnerabilities threats that must be mitigated ensure integrity, confidentiality, availability network resources data. begins highlighting unique devices, including their large attack surface, resource constraints, diverse communication protocols. These are further exacerbated due scale complexity infrastructure. To these challenges, a multi-faceted approach combines technical, organizational, regulatory measures. Technical solutions include use secure protocols, device authentication mechanisms, encryption techniques protect data transit at rest. Organizational measures focus on improving awareness training among operators ensuring development deployment devices. Regulatory advocate for implementation standards regulations promote privacy deployments. also discusses importance collaboration stakeholders, operators, manufacturers, bodies, effectively. By working together, stakeholders can develop implement best practices enhance networks. In conclusion, highlights urgent need robust paradigms deployments within implementing proposed fostering mitigate risks safe Keywords: Security, IoT, Telecom, Solutions, Network.

Language: Английский

Citations

10

Advanced strategies for achieving comprehensive code quality and ensuring software reliability DOI Creative Commons

Nnaemeka Valentine Eziamaka,

Theodore Narku Odonkor,

Adetola Adewale Akinsulire

et al.

Computer Science & IT Research Journal, Journal Year: 2024, Volume and Issue: 5(8), P. 1751 - 1779

Published: Aug. 3, 2024

Achieving comprehensive code quality and ensuring software reliability are critical goals in modern engineering. This paper delves into advanced strategies that encompass both technical organizational practices, aiming to enhance boost reliability. Key include the implementation of rigorous review processes, adoption automated testing frameworks, utilization static dynamic analysis tools. Firstly, processes fundamental for maintaining high standards quality. By fostering a collaborative environment where peer reviews routine, teams can catch potential issues early, ensure adherence coding standards, promote knowledge sharing. practice not only improves but also enhances team cohesion expertise. Secondly, frameworks indispensable achieving test coverage reducing incidence bugs. Unit tests, integration end-to-end when automated, provide continuous feedback changes do introduce new defects. approach is crucial reliability, especially agile DevOps environments rapid iterations common. Furthermore, tools development pipeline offers additional layers assurance. Static inspect codebase vulnerabilities, smells, compliance with without executing program. Dynamic tools, on other hand, evaluate during runtime detect memory leaks, concurrency issues, performance bottlenecks. Together, these assessment code’s health Moreover, culture improvement learning within essential. Regular training sessions, workshops, knowledge-sharing activities help keeping updated latest advancements engineering practices Encouraging mindset quality-first among developers ensures long-term benefits sustainability. In conclusion, require multifaceted integrates reviews, Coupled strong improvement, collectively contribute robust, reliable, high-quality systems. Keywords: Software Reliability, Code Quality, Advanced, Strategies, Comprehensive.

Language: Английский

Citations

4

Opportunity Recognition in Digital Entrepreneurship Through Digital Capabilities: A Conceptual Framework for Sustainable Entrepreneurship to Achieve SDG DOI Creative Commons
Yongyu Lu, Nur Sa’adah Muhamad, Mohd Hizam Hanafiah

et al.

Journal of Lifestyle and SDGs Review, Journal Year: 2025, Volume and Issue: 5(1), P. e04265 - e04265

Published: Jan. 20, 2025

Objective: This study examines the role of digital capabilities in facilitating opportunity recognition within entrepreneurship, emphasizing their influence on business model development for sustainable entrepreneurship to achieve SDG. Theoretical Framework: explores interplay between platforms, innovation, and integration under capabilities. These constructs are examined relation capacity transform identification processes enhance adaptability resilience models. Method: research adopts a conceptual approach, synthesizing insights from existing literature recognition, innovation. The framework integrates theoretical establish comprehensive understanding mechanisms underpinning entrepreneurship. Results Discussion: findings underscore pivotal accelerating identification, optimizing resource allocation, fostering innovative value propositions. By leveraging platforms integration, startups can align models with dynamic market conditions, thereby enhancing competitive advantage long-term sustainability. highlights iterative nature where continuously adapt external environment. Research Implications: practical implications this discussed, providing into how be applied or practices field could encompass entrepreneurhisp. Originality/Value: contributes by presenting novel that bridges context provided offer valuable entrepreneurs aiming navigate constraints policymakers seeking support entrepreneurial ecosystem.

Language: Английский

Citations

0