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  • Article
  • Open Access
618 Views
32 Pages

Enriching Human–AI Collaboration: The Ontological Service Framework Leveraging Large Language Models for Value Creation in Conversational AI

  • Abid Ali Fareedi,
  • Muhammad Ismail,
  • Shehzad Ahmed,
  • Stephane Gagnon,
  • Ahmad Ghazawneh,
  • Zartashia Arooj and
  • Hammad Nazir

26 December 2025

This research focuses on ontology-driven conversational agents (CAs) that harness large language models (LLMs) and their mediating role in performing collective tasks and facilitating knowledge-sharing capabilities among multiple healthcare stakehold...

  • Systematic Review
  • Open Access
966 Views
28 Pages

23 December 2025

This study conducts a systematic bibliometric review of artificial intelligence (AI)-based approaches to tacit knowledge extraction and management. Drawing on data retrieved from Scopus and Web of Science, this study analyzes 126 publications publish...

  • Essay
  • Open Access
700 Views
17 Pages

15 December 2025

Artificial Intelligence, now commonly called AI, is having an increasingly big impact on society. There are fears that may be negatives or downsides, especially when Artificial Intelligence is used unethically. But how are humans guiding these machin...

  • Systematic Review
  • Open Access
850 Views
28 Pages

2 December 2025

Small- and medium-sized enterprises (SMEs) are increasingly embracing digital transformation (DT) to remain competitive; however, the enabling role of knowledge management (KM) remains underexplored. This systematic literature review investigates how...

  • Article
  • Open Access
536 Views
31 Pages

An Online Collaborative Approach to Developing Ontologies to Study Questions About Behaviour

  • Suvodeep Mazumdar,
  • Fatima Maikore,
  • Vitaveska Lanfranchi,
  • Harriet Baird,
  • Fabio Ciravegna,
  • Vyv Huddy,
  • Paul Norman,
  • Richard Rowe,
  • Alexander J. Scott and
  • Thomas L. Webb

26 November 2025

Almost all societal grand challenges, whether concerning the environment, health, well-being, or the development of sustainable economic models, have at their heart a need to understand people’s behaviour. However, uniting data and insights acr...

  • Article
  • Open Access
1,399 Views
20 Pages

5 November 2025

This article presents a case study showing the development of a chatbot, named Selene, in a Software-as-a-Service platform for behavioral analysis using Retrieval-Augmented Generation (RAG) integrating domain-specific knowledge and enforcing adherenc...

  • Article
  • Open Access
1,272 Views
27 Pages

27 October 2025

In recent advancements within natural language processing (NLP), lexical networks play a crucial role in representing semantic relationships between words, enhancing applications from word sense disambiguation to educational tools. Traditional method...

  • Article
  • Open Access
1 Citations
1,202 Views
32 Pages

Navigating Emotional Barriers and Cognitive Drivers in Mobile Learning Adoption Among Greek University Students

  • Stefanos Balaskas,
  • Vassilios Tsiantos,
  • Sevaste Chatzifotiou,
  • Dionysia Filiopoulou,
  • Kyriakos Komis and
  • George Androulakis

11 October 2025

Mobile learning (m-learning) technologies are gaining popularity in universities but not uniformly across institutions because of cognitive, affective, and behavior obstacles. This research tested and applied an expansion of the Technology Acceptance...

  • Article
  • Open Access
1,694 Views
15 Pages

The revealed capability of generative AI tools can significantly transform the way knowledge work is conducted. With more tools being built and implemented, generative AI-aided knowledge work starts to emerge as a new normal, where knowledge workers...

  • Review
  • Open Access
3,841 Views
18 Pages

A Review of Ethical Challenges in AI for Emergency Management

  • Xiaojun (Jenny) Yuan,
  • Qingyue Guo,
  • Yvonne Appiah Dadson,
  • Mahsa Goodarzi,
  • Jeesoo Jung,
  • Yanjun Dong,
  • Nisa Albert,
  • DeeDee Bennett Gayle,
  • Prabin Sharma and
  • Jahnavi Cherukuru
  • + 1 author

21 September 2025

As artificial intelligence (AI) technologies are increasingly integrated into emergency management, ethical considerations demand greater attention. Essential components of comprehensive emergency management include mitigation, preparedness, response...

  • Review
  • Open Access
1,713 Views
34 Pages

Generative AI as a Sociotechnical Challenge: Inclusive Teaching Strategies at a Hispanic-Serving Institution

  • Víctor D. Carmona-Galindo,
  • Hou Ung,
  • Manhao Zeng,
  • Christine Broussard,
  • Elizaveta Taranenko,
  • Yousef Daneshbod,
  • David Chappell and
  • Todd Lorenz

10 September 2025

Generative artificial intelligence (GenAI) is reshaping science, technology, engineering, and mathematics (STEM) education by offering new strategies to address persistent challenges in equity, access, and instructional capacity—particularly wi...

  • Article
  • Open Access
1,281 Views
23 Pages

Artificial neural networks have been used in a multitude of applications in various research areas in recent decades, providing excellent results in both data classification and data fitting. Their success is based on the effective identification (tr...

  • Article
  • Open Access
918 Views
25 Pages

Rotating electrical machine maintenance is a core component of engineering education curricula worldwide. Within this context, vibration monitoring represents a widespread methodology for electrical rotating machinery monitoring. However, the multi-p...

  • Article
  • Open Access
1,627 Views
17 Pages

Educational admission systems, particularly in developing countries, often suffer from opaque decision processes, unstructured data, and limited analytic insight. This study proposes a novel methodology that integrates structural causal models (SCMs)...

  • Article
  • Open Access
6 Citations
6,827 Views
16 Pages

This paper shows that artificial intelligence is fundamentally transforming college curricula by enabling data-driven personalization, which enhances student outcomes and better aligns educational programs with evolving workforce demands. Specificall...

  • Article
  • Open Access
857 Views
17 Pages

This article presents a comparative analysis of digital manufacturing laboratories (DMLs) in Mexico and Spain. It is argued that DMLs, also known as makerspaces or FabLabs, play a key role in innovation and experimentation, but that their success dep...

  • Article
  • Open Access
1 Citations
2,466 Views
22 Pages

This article explores the integration of “Ayatutu”, a communal philosophy from Nigeria’s Tiv people, into mathematics education frameworks. Ayatutu—embodying collective responsibility and mutual assistance—aligns with co...

  • Article
  • Open Access
2 Citations
2,323 Views
15 Pages

The COVID-19 pandemic has accelerated the shift towards online education, making it a critical focus for educational institutions. Understanding students’ adaptability to this new learning environment is crucial for ensuring their academic succ...

  • Article
  • Open Access
1 Citations
3,517 Views
19 Pages

CORE: Cultivation of Collaboration Skills via Educational Robotics

  • Emmanouil A. Demetroulis,
  • Ilias Papadogiannis,
  • Manolis Wallace,
  • Vassilis Poulopoulos and
  • Angeliki Antoniou

Collaboration skills are an important component of 21st century skills and a critical skill for citizens of the future. In this work, we propose collaboration-oriented robotics education (CORE), a methodology aimed at fostering the development of col...

  • Study Protocol
  • Open Access
1,292 Views
8 Pages

This research article proposes the use of an uncertainty–certainty matrix (UCM) for licensing decision making in the human services, which is the decision to issue a license to operate. It is a proposed study protocol and conceptual framework;...

  • Article
  • Open Access
5 Citations
5,211 Views
19 Pages

Intrusion detection is a critical component of cybersecurity, enabling timely identification and mitigation of network threats. This study proposes a novel two-stage intrusion detection framework using the CSE-CIC-IDS2018 dataset, a comprehensive and...

  • Article
  • Open Access
2,515 Views
14 Pages

Sustainable knowledge sharing among mathematics and science teachers is imperative to improve the ability of such teachers to enhance the way information is transferred to learners. South Africa ranked 37th out of 42 countries in an assessment to det...

  • Article
  • Open Access
7 Citations
7,951 Views
15 Pages

18 February 2025

ChatGPT, or Chat Generative Pre-trained Transformer, developed by OpenAI, is a versatile chatbot known for generating human-like text responses. Since its launch in November 2022, it has sparked interest and debate. This bibliometric study aimed to e...

  • Article
  • Open Access
2 Citations
7,676 Views
19 Pages

Epistemology in the Age of Large Language Models

  • Jennifer Mugleston,
  • Vuong Hung Truong,
  • Cindy Kuang,
  • Lungile Sibiya and
  • Jihwan Myung

Epistemology and technology have been working in synergy throughout history. This relationship has culminated in large language models (LLMs). LLMs are rapidly becoming integral parts of our daily lives through smartphones and personal computers, and...

  • Article
  • Open Access
5 Citations
3,409 Views
21 Pages

The significance of knowledge management in the tourism accommodation sector is increasingly vital due to rapid market changes and intense competition. Although the value of identifying and implementing critical success factors (CSFs) for knowledge m...

  • Article
  • Open Access
3 Citations
2,217 Views
16 Pages

Turing’s instability has been widely introduced to explain the formation of several biological and ecological patterns, such as the skin patterning of fish or animals, wings of butterflies, pigmentation, and labyrinth patterns of the cerebral c...

  • Article
  • Open Access
3 Citations
2,169 Views
20 Pages

19 December 2024

Maize is one of the most widely grown crops in Ethiopia and is a staple crop around the globe; however, common rust maize disease (CRMD) is becoming a serious problem and severely impacts yields. Conventional CRMD detection and treatment methods are...

  • Article
  • Open Access
3 Citations
4,300 Views
33 Pages

Use of ChatGPT as a Virtual Mentor on K-12 Students Learning Science in the Fourth Industrial Revolution

  • Rafael Castañeda,
  • Andrea Martínez-Gómez-Aldaraví,
  • Laura Mercadé,
  • Víctor Jesús Gómez,
  • Teresa Mengual,
  • Francisco Javier Díaz-Fernández,
  • Miguel Sinusia Lozano,
  • Juan Navarro Arenas,
  • Ángela Barreda and
  • David Ortiz de Zárate
  • + 2 authors

5 December 2024

Education 4.0 arises to provide citizens with the technical/digital competencies and cognitive/interpersonal skills demanded by Industry 4.0. New technologies drive this change, though time-independent learning remains a challenge, because students m...

  • Article
  • Open Access
1 Citations
2,733 Views
11 Pages

Studies on 1D Electronic Noise Filtering Using an Autoencoder

  • Marcelo Bender Perotoni and
  • Lincoln Ferreira Lucio

18 November 2024

Autoencoders are neural networks that have applications in denoising processes. Their use is widely reported in imaging (2D), though 1D series can also benefit from this function. Here, three canonical waveforms are used to train a neural network and...

  • Article
  • Open Access
12 Citations
4,773 Views
14 Pages

Predictive Analytics for Thyroid Cancer Recurrence: A Machine Learning Approach

  • Elizabeth Clark,
  • Samantha Price,
  • Theresa Lucena,
  • Bailey Haberlein,
  • Abdullah Wahbeh and
  • Raed Seetan

18 November 2024

Differentiated thyroid cancer (DTC), comprising papillary and follicular thyroid cancers, is the most prevalent type of thyroid malignancy. Accurate prediction of DTC is crucial for improving patient outcomes. Machine learning (ML) offers a promising...

  • Article
  • Open Access
1,888 Views
14 Pages

24 October 2024

Student performance prediction is a critical research challenge in the field of educational data mining. To address this issue, various machine learning methods have been employed with significant success, including instance-based algorithms, decisio...

  • Article
  • Open Access
1 Citations
4,287 Views
37 Pages

Dynamic Decision Trees

  • Joseph Vidal,
  • Spriha Jha,
  • Zhenyuan Liang,
  • Ethan Delgado,
  • Bereket Siraw Deneke and
  • Dennis Shasha

16 October 2024

Knowledge comes in various forms: scientific, artistic, legal, and many others. For most non-computer scientists, it is far easier to express their knowledge in text than in programming code. The dynamic decision tree system is a system for supportin...

  • Article
  • Open Access
3,046 Views
25 Pages

Research–Teaching Nexus in Electronic Instrumentation, a Tool to Improve Learning and Knowledge of Marine Sciences and Technologies

  • Joaquín del-Río Fernández,
  • Daniel-Mihai Toma,
  • Matias Carandell-Widmer,
  • Enoc Martinez-Padró,
  • Marc Nogueras-Cervera,
  • Pablo Bou and
  • Antoni Mànuel-Làzaro

27 September 2024

In higher education institutions, there is a strong interaction between research and teaching activities. This paper presents a case study on the research–teaching nexus based on an analysis of academic results related to the course “Inst...

  • Article
  • Open Access
3 Citations
1,778 Views
19 Pages

25 September 2024

In this study, we extend our previous work on a two-dimensional convolutional neural network (2DCNN) for spatial prediction of groundwater nitrate, focusing on improving uncertainty quantification. Our enhanced model incorporates a fully probabilisti...

  • Article
  • Open Access
1,912 Views
18 Pages

Use of Patterns of Service Utilization and Hierarchical Survival Analysis in Planning and Providing Care for Overdose Patients and Predicting the Time-to-Second Overdose

  • Jonas Bambi,
  • Kehinde Olobatuyi,
  • Yudi Santoso,
  • Hanieh Sadri,
  • Ken Moselle,
  • Abraham Rudnick,
  • Gracia Yunruo Dong,
  • Ernie Chang and
  • Alex Kuo

19 August 2024

Individuals from a variety of backgrounds are affected by the opioid crisis. To provide optimal care for individuals at risk of opioid overdose and prevent subsequent overdoses, a more targeted response that goes beyond the traditional taxonomical di...

  • Review
  • Open Access
4 Citations
3,207 Views
22 Pages

Text Mining to Understand Disease-Causing Gene Variants

  • Leena Nezamuldeen and
  • Mohsin Saleet Jafri

19 August 2024

Variations in the genetic code for proteins are considered to confer traits and underlying disease. Identifying the functional consequences of these genetic variants is a challenging endeavor. There are online databases that contain variant informati...

  • Article
  • Open Access
4 Citations
4,941 Views
25 Pages

18 July 2024

This paper introduces a parameter-efficient transformer-based model designed for scientific literature classification. By optimizing the transformer architecture, the proposed model significantly reduces memory usage, training time, inference time, a...

  • Article
  • Open Access
1,690 Views
15 Pages

SmartLabAirgap: Helping Electrical Machines Air Gap Field Learning

  • Carla Terron-Santiago,
  • Javier Martinez-Roman,
  • Jordi Burriel-Valencia and
  • Angel Sapena-Bano

11 July 2024

Undergraduate courses in electrical machines often include an introduction to the air gap magnetic field as a basic element in the energy conversion process. The students must learn the main properties of the field produced by basic winding configura...

  • Article
  • Open Access
4 Citations
10,342 Views
24 Pages

Gesture Recognition of Filipino Sign Language Using Convolutional and Long Short-Term Memory Deep Neural Networks

  • Karl Jensen Cayme,
  • Vince Andrei Retutal,
  • Miguel Edwin Salubre,
  • Philip Virgil Astillo,
  • Luis Gerardo Cañete and
  • Gaurav Choudhary

8 July 2024

In response to the recent formalization of Filipino Sign Language (FSL) and the lack of comprehensive studies, this paper introduces a real-time FSL gesture recognition system. Unlike existing systems, which are often limited to static signs and asyn...

  • Article
  • Open Access
4 Citations
3,189 Views
27 Pages

5 July 2024

We develop a new theory of knowledge with mathematics and a broad-based series of case studies to seek a better understanding of what constitutes knowledge in the field and its value for autonomous human–machine teams facing uncertainty in the...

  • Communication
  • Open Access
2 Citations
3,555 Views
11 Pages

12 June 2024

Despite increased attention being given to Indigenous rights, decolonization, and reconciliation in a broader business setting, the engagement of business, marketing, and consumer studies with Indigenous cultures and peoples is negligible. Although I...

  • Article
  • Open Access
1 Citations
5,680 Views
19 Pages

31 May 2024

Commercial construction projects (CCPs) in New Zealand contribute more to the economy than other project types. However, many face cost and time increases due to inadequate planning. Procurement pathways that involve contractors during design develop...

  • Article
  • Open Access
9 Citations
38,802 Views
13 Pages

17 May 2024

The Program for International Student Assessment highlights the persistent lack of commitment and motivation among students worldwide in their school activities, which are resulting in decreased proficiency levels in reading, mathematics, and science...

  • Article
  • Open Access
1,771 Views
9 Pages

16 May 2024

Background: In an era of dramatic technological progress, the consequent economic transformations, and an increasing need for an adaptable workforce, the importance of education has risen to the forefront of the social discourse. The concurrent incre...

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Knowledge - ISSN 2673-9585