generative ai

Explainable Machine Learning and Generative AI for SHAP-Guided Modification of Residential Interior Images: Predictive Associations and Algorithm-Derived Spatial-Quality Scores

With the increasing adoption of data-driven methods in architecture and design, the quantitative assessment of residential interior spatial quality and model-informed modification of residential interior images have become increasingly important. This study develops an explainable machine-learning and generative AI-ass...

Augmenting Expertise in Organizational Foresight: The Role of GenAI in Collaborative Settings

This paper investigates the transformative potential of Generative Artificial Intelligence (GenAI) in organizational foresight by examining not only whether human−AI collaboration occurs, but how different collaboration designs shape foresight quality. As organizations navigate increasingly complex and uncertain envi...

AI Powered College Enquiry Chatbot

This project presents an AI-Powered College Enquiry Chatbot that automates common college-related queries using Retrieval-Augmented Generation (RAG) and provides an administrative dashboard for managing FAQ content and monitoring chatbot performance.

AI-based diagnosis of the continuity of research thought: A case study from the perspective of innovation and management accounting

Purpose: This study presents an original test of whether generative artificial intelligence (AI) can detect the internal conceptual coherence within a set of papers produced over several years. The analysis is based on five papers on innovation in the insurance sector, evaluated using M365 Copilot (GPT-5 model). Method...

Generative artificial intelligence in university chemistry education: a critical review using Johnstone's chemistry triplet and Biggs' 3P model

Generative artificial intelligence (GenAI) is entering university chemistry faster than its educational consequences can be evaluated. Chemistry makes this transition unusually demanding because learning depends on coordinated reasoning across observable phenomena, molecular and particulate models, symbolic notation, q...

‘Whose Language Counts?’ Linguistic Racism, Gen‐AI, and Policy Silence in Polish and Romanian AI Governance

As generative artificial intelligence spreads through European education, its development continues to be shaped overwhelmingly by English and other dominant languages. This article examines how national AI and digital education policies in Poland and Romania discursively construct a linguistically homogeneous ‘ideal...

An analysis of the combined effects of advanced information technologies and enterprise risk management on organizational performance

Purpose This study aims to investigate the combined effects of advanced information technologies that include data analytics, enterprise resource planning (ERP) and the Internet of Things (IoT) and enterprise risk management (ERM) on organizational performance, with a specific focus on profitability across various indu...

Generative AI in journalism education: journalism students’ perspectives from Vietnam

This study explores how journalism students use generative AI in their learning and professional skills development and analyzes their perceptions of the benefits, challenges, and solutions for using AI effectively and responsibly in journalism education. The study employs a qualitative approach through semi-structured...

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Generative AI for atomistic nanomaterial reconstruction: from static structures to conditioned ensembles

Clinical evaluation of deep learning-enhanced respiratory gated 18F-FDG PET/CT images

The clinical benefits of AI-based PET image enhancement are validated while acknowledging their constraints in radiomics analysis, and generative models demonstrate limitations in restoring radiomic features.

Recommendation in the era of GenAI: from an attention economy to a trust economy

The article examines the shift in the digital cultural ecosystem triggered by the widespread adoption of Generative AI. Historically, the platformization of cultural industries established an attention economy, where recommendation algorithms were essential for guiding users through overwhelming content catalogs. Howev...