Alejandro Valencia-Arías
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View article: Industrial applications of generative artificial intelligence: transformations in processes, design, and production
Industrial applications of generative artificial intelligence: transformations in processes, design, and production Open
Generative artificial intelligence (GenAI) can be defined as a technology that creates original content from learned patterns, based on advanced architectures such as GANs, VAEs, and large-scale transformers. Initially employed in creative…
View article: Use of machine learning in the financial sector: an analysis of trends and the research agenda
Use of machine learning in the financial sector: an analysis of trends and the research agenda Open
The advent of machine learning has transformed the landscape of finance, enabling groundbreaking advances in data analysis, prediction, risk management, fraud detection, market analysis, and crisis management. However, despite these remark…
View article: Human and organisational factors influencing the preparedness of small and medium-sized enterprises against cyber-attacks in developing countries
Human and organisational factors influencing the preparedness of small and medium-sized enterprises against cyber-attacks in developing countries Open
Small and medium-sized enterprises (SMEs) are particularly susceptible to cyber-attacks, which can have considerable ramifications for both the organisation and the global economy. These include, for example, phishing, ransomware, denial-o…
View article: Sustainability in the Food System: trends, key themes, and emerging topics
Sustainability in the Food System: trends, key themes, and emerging topics Open
Background With growing focus on the environmental and social impacts of the food industry, sustainability has become a central topic in scientific research. Understanding the dynamics of this scientific production motivated a bibliometric…
View article: Dynamics and challenges of technology transfer in Colombia: a systematic literature review
Dynamics and challenges of technology transfer in Colombia: a systematic literature review Open
Introduction Technology transfer in Colombia plays a critical role in promoting innovation and regional development. However, its implementation continues to face significant institutional, economic, and cultural challenges that hinder its…
View article: Intention to use AI in accounting education: an analysis from the TAM and TPB perspectives
Intention to use AI in accounting education: an analysis from the TAM and TPB perspectives Open
Introduction This study examines the integration of Artificial Intelligence (AI)-based tools into university-level accounting education in Medellín, Colombia. The objective was to identify the factors that influence students' intention to …
View article: Financial literacy among young college students: Advancements and future directions
Financial literacy among young college students: Advancements and future directions Open
Financial literacy is an essential life skill for young adults, particularly college students facing increasing financial responsibilities. This study conducted a systematic literature review following the PRISMA methodology, analyzing 44 …
View article: Use of machine learning in virtual learning environments: A bibliometric review
Use of machine learning in virtual learning environments: A bibliometric review Open
The efficacy of machine learning (ML) in anticipating and enhancing the learning process of students within various educational contexts has been empirically demonstrated. The research focuses on the use of ML in virtual learning environme…
View article: Research trends in the development of generic skills
Research trends in the development of generic skills Open
Introduction Generic skills, also known as soft skills, are transversal competencies essential for professional success, encompassing cognitive, social, and emotional abilities. Despite their relevance, leadership behaviors during the impl…
View article: Research trends in mobile payment adoption: Research trends and agenda
Research trends in mobile payment adoption: Research trends and agenda Open
This study explores the adoption of mobile payments as a research field to understand the technological, socioeconomic, and cultural factors that influence the understanding of the users’ experience and satisfaction and attract more users.…
View article: Trends in Smart Restaurant Research: Bibliometric Review and Research Agenda
Trends in Smart Restaurant Research: Bibliometric Review and Research Agenda Open
Background The automation of processes and services has transformed various industries, including the restaurant sector. Technologies such as the Internet of Things (IoT), machine learning, Radio Frequency Identification (RFID), and big da…
View article: Relevant factors in the decision to desert of engineering students in the context of emerging economies
Relevant factors in the decision to desert of engineering students in the context of emerging economies Open
Introduction Early dropout from engineering programs is a major concern for higher education institutions (HEIs) in emerging economies. Understanding the factors that influence students’ decisions to abandon their studies is essential for …
View article: Emerging trends in digital banking: technologies, usability, regulation, and transformation of the financial sector
Emerging trends in digital banking: technologies, usability, regulation, and transformation of the financial sector Open
Digital banking has been identified as a significant catalyst for transformation within the global financial system, driven by technological advancements and evolving user demands. This paradigm shift has the potential to profoundly impact…
View article: Determinants of sustainable entrepreneurial intention in Colombian and Peruvian University students: a theory of planned behaviour approach
Determinants of sustainable entrepreneurial intention in Colombian and Peruvian University students: a theory of planned behaviour approach Open
The global economic recovery faces numerous challenges, including the pandemic’s aftermath, climate change, supply chain disruptions, and inflation. These issues highlight the urgent need for sustainability and innovation to ensure balance…
View article: Research trends in the application of machine learning in sustainability practices based on a bibliometric analysis
Research trends in the application of machine learning in sustainability practices based on a bibliometric analysis Open
The advent of technological advancements and mounting environmental concerns have given rise to an interest in the role of machine learning in promoting sustainability. However, research findings underscore the presence of under-explored a…
View article: Sustainable entrepreneurial intention in undergraduates: the influence of entrepreneurship education
Sustainable entrepreneurial intention in undergraduates: the influence of entrepreneurship education Open
Entrepreneurship education is of critical importance in the nurturing of entrepreneurs, and this can be achieved by aligning educational policies with the Sustainable Development Goals (SDGs). Nevertheless, there is a paucity of research e…
View article: Perspectives related to food sovereignty and climate change: Research agenda and related global factors
Perspectives related to food sovereignty and climate change: Research agenda and related global factors Open
Industrialization and the overuse of natural resources have led to severe environmental degradation. Social and economic inequalities have widened, especially during the global pandemic, which intensified existing disparities. These condit…
View article: Factors that determine entrepreneurial success: Proposal of a conceptual model based on a systematic literature review
Factors that determine entrepreneurial success: Proposal of a conceptual model based on a systematic literature review Open
Purpose: The purpose of this study is to examine the role of entrepreneurial success in economic and social development. This is defined as the capacity of entrepreneurs to establish and grow businesses in a sustainable manner, thereby ach…
View article: Trends in Smart Restaurant Research: Bibliometric Review and Research Agenda
Trends in Smart Restaurant Research: Bibliometric Review and Research Agenda Open
Background The automation of processes and services has transformed various industries, including the restaurant sector. Technologies such as the Internet of Things (IoT), machine learning, Radio Frequency Identification (RFID), and big da…
View article: Factors influencing the sustainable entrepreneurial intention of university students from an emerging economy in Latin America: evidence from the theory of extended planned behavior
Factors influencing the sustainable entrepreneurial intention of university students from an emerging economy in Latin America: evidence from the theory of extended planned behavior Open
The subject of sustainable entrepreneurship has been the focus of extensive research in recent years, due to the benefits it offers in terms of sustainable development at the national level. Nevertheless, a knowledge gap persists regarding…
View article: Women's studies in the Latin American context: a bibliometric approach
Women's studies in the Latin American context: a bibliometric approach Open
Background Women’s studies in Latin America are transcendental because they make visible and challenge gender inequalities to achieve a more just and equitable society. However, despite this, there are still many research gaps, for which t…
View article: Tendencias que marcan la ruta: ¿qué vehículos livianos están conquistando el mercado ecuatoriano?
Tendencias que marcan la ruta: ¿qué vehículos livianos están conquistando el mercado ecuatoriano? Open
Objective: The present study aimed to analyze the evolution of the Ecuadorian automotive park between 2019 and 2023, considering the impact of economic, political, and technological factors on vehicle composition, emissions, and the need f…
View article: Integration of Technologies in Daily Life in Smart Homes: A Bibliometric Approach
Integration of Technologies in Daily Life in Smart Homes: A Bibliometric Approach Open
This paper aims to analyze research trends related to the integration of technologies in smart homes, which aims to improve the quality of life by automating and connecting devices and systems in the home environment. The study highlights …
View article: Quantum Cryptography Using Momentum and Position Variables in a Simple Optical Arrangement
Quantum Cryptography Using Momentum and Position Variables in a Simple Optical Arrangement Open
In this work, we explore an experimental implementation of quantum key distribution (QKD) using position and momentum quantum states. By employing a setup that includes a laser, a slit, and lenses to generate a Fourier transform, we demons…
View article: Trends in the sustainable use of artificial intelligence: a bibliometric approach
Trends in the sustainable use of artificial intelligence: a bibliometric approach Open
The application of artificial intelligence (AI) in sustainable practices entails the utilization of techniques and algorithms to address environmental, social, and economic challenges with the objective of promoting sustainability across v…
View article: Research trends on sustainable development in smart cities
Research trends on sustainable development in smart cities Open
Sustainable development in smart cities involves the integration of advanced technologies and efficient urban management to address challenges such as population growth and resource optimization. These cities leverage information technolog…
View article: Financial literacy among young college students: Advancements and future directions
Financial literacy among young college students: Advancements and future directions Open
Financial literacy is one of the most important skills that people need in the 21st century, particularly for younger generations, such as college students and who must master personal finance skills. This topic has gained importance in re…