A proper cuppa from a proper pot

The Yixing Zisha teapot sits neatly at the intersection of art, engineering, and heritage. As such, it makes for an intriguing test case for a technology increasingly taking on creative tasks across almost every field of human endeavour, artificial intelligence, or AI. Research in the International Journal of Systems, Control and Communications describes a computational system that can help AI generate new teapot designs without losing the cultural characteristics that make the craft distinctive.

That distinction matters. Generative AI may produce an attractive image or form, but calling the result design can obscure the human knowledge traditionally involved in making an object. At a time when AI-generated art is attracting widespread criticism for flooding creative spaces with superficially polished but culturally thin material, the researchers are attempting something more demanding. They hope to give the machine constraints that reflect the knowledge behind the tradition.

The researchers combined three methods: grounded theory, which identifies concepts from interview data; the analytic hierarchy process, which assigns relative importance to evaluation criteria; and fuzzy comprehensive evaluation, a mathematical method for handling uncertain or subjective judgements. The resulting system scores the cultural value of AI-generated teapot designs and feeds the results back into the generation process.

The team identifies four levels of cultural characteristics: instinctive, behavioural, reflective and evolutionary. These are derived through expert interviews and qualitative coding, allowing the system to identify departures from desired cultural and functional characteristics and signal adjustments.

In simulations, the system distinguished between designs and showed resistance to disturbances in the data. The wider significance is that AI might be used not simply to generate more heritage-inspired objects but to impose some of the cultural knowledge that makes them meaningful.

He, Y. (2026) ‘An intelligent fuzzy evaluation model for digital heritage design: a cyber-physical systems perspective on closed-loop feedback mechanisms’, Int. J. Systems, Control and Communications, Vol. 17, No. 6, pp.1–16.

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Free Open Access issue published by International Journal of Information and Communication Technology

The International Journal of Information and Communication Technology has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• Student facial expression recognition and learning status analysis based on LFM-FD model
• Taekwondo movement quality evaluation algorithm based on OpenPose skeleton extraction optimisation
• Prediction accuracy enhancement of student performance in nursing education using adaptive reinforcement learning
• Transformer fault diagnosis model for power system based on improved CNN-BiLSTM and multimodal feature fusion
• Cluster analysis of innovation and entrepreneurship education quality based on mutual information features

New Open Access article available: "Green omnichannel capability and brand loyalty management: organisational assessments of customer green perception and behaviour in Thai businesses"

The following International Journal of Business Innovation and Research article, "Green omnichannel capability and brand loyalty management: organisational assessments of customer green perception and behaviour in Thai businesses", is freely available for download as an open access article.

It can be downloaded via the full-text link available here.

New Open Access article available: "Comparative analysis and price modelling of natural and lab-grown diamonds"

The following International Journal of Electronic Marketing and Retailing article, "Comparative analysis and price modelling of natural and lab-grown diamonds", is freely available for download as an open access article.

It can be downloaded via the full-text link available here.

Free Open Access issue published by International Journal of Information and Communication Technology

The International Journal of Information and Communication Technology has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• Artificial intelligence - driven digital transformation framework for smart universities
• 3D-SCN: a high-fidelity stylised generation model for ethnic music
• Spatio-temporal graph neural networks for dynamic warehouse logistics configuration in cross-border e-commerce
• Semantic association and cognitive-level adaptation of multimodal teaching resources using knowledge forest and transformer models
• Impact of wearable devices on exercise engagement and academic outcomes in college physical education

Free Open Access issue published by International Journal of Revenue Management

The International Journal of Revenue Management has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• Exploring the moderating role of CEO overconfidence in the CSR-financial performance nexus: a quantile analysis in the banking sector
• Do top ranked ESG score countries provide diversification opportunities with global markets?
• Comparative study on classifying overinvestment by machine learning
• Factors affecting the use of cost management system information and financial performance in Vietnam manufacturers
• Governance quality and stock market returns: a comparative study of developed, emerging and frontier markets

Research pick: Responsive anti-counterfeit ink - "Preparation of intelligent responsive printing materials and their application in anti-counterfeiting and packaging"

Research in the International Journal of Materials and Product Technology describes a responsive printing system designed to make anti-counterfeit labels more durable, easier to produce at scale and simpler to verify with a smart phone.

The system combines three elements: temperature- and light-responsive microcapsules, an ultraviolet (UV) ink formulated for high-speed printing, and a portable detection terminal. The microcapsules are tiny polymer shells containing functional materials and can be produced at room temperature. Their use in the printing process allows the printed material to respond to both temperature and light.

The team has used nanotechnology linkers to strengthen connections within the polymer capsules so that they are stable even in hot and humid conditions. The ink, which contains no volatile organic solvent, works well with high-speed screen and inkjet printing. Colour fastness is at more than 83 per cent after five periods in cold storage.

A smartphone-based detector can then be used to measure how light interacts with the anti-counterfeit label. The data is then analysed using a machine-learning system to verify the origin of a given label. Tests showed the system to have almost 97.5 per cent accuracy when checking highly convincing imitation labels.

The researchers say the system could be used to make responsive anti-counterfeiting materials for packaging across many different sectors.

Wu, H., Zhou, X. and Li, Q. (2026) ‘Preparation of intelligent responsive printing materials and their application in anti-counterfeiting and packaging’, Int. J. Materials and Product Technology, Vol. 70, No. 6, pp.63–82.

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Free Open Access issue published by International Journal of Renewable Energy Technology

The International Journal of Renewable Energy Technology has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• Experimental investigation and optimisation of biodiesel production process
• Emerging techniques in islanding detection for microgrids: an extensive review
• Harnessing inverter technology for efficient demand response in residential apartments: a comprehensive review

 

Free Open Access issue published by International Journal of Information and Communication Technology

The International Journal of Information and Communication Technology has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• Legal literacy assessment and prediction among students using logistic regression and latent structural modelling
• Real-time early warning of business and financial risks via temporal knowledge graphs and dynamic graph neural networks
• Enterprise financial fraud detection based on double-layer knowledge graph and graph-driven algorithms
• Learning emotional representations in oil paintings via knowledge distillation and multi-granularity semantic alignment
• Simulation of consumer sentiment and optimisation of retail decisions under multi-agent reinforcement learning

Research pick: Antibacterial fabrics to dye for - "Colour fixation process and colour fastness improvement strategies for natural plant dyes in functional clothing fabrics"

Research in the International Journal of Materials and Product Technology describes a metal-free dye-fixing process that could help make natural plant dyes more practical for high-performance textiles, addressing a longstanding obstacle to their wider use in sustainable clothing.

Natural plant dyes are biodegradable and generally produce less pollution than synthetic dyes, but they fade easily when worn and subsequently washed and when exposed to light. This has limited their use in functional textiles, antibacterial fabrics or those that help repel biting insects.

The new method replaces the conventional metal salts, or mordants, used to bind dye molecules to fibres. Mordants are major contaminants of wastewater from the textile dyeing sector. The new fixation system is based on a modified form of chitosan, a biopolymer derived from natural sources such as crustacean shells, and ellagic acid, which is found in many plants.

The dyes are held in place through electrostatic attraction between electrically charged molecules and hydrogen bonding, a chemical interaction that helps stabilise the dye without permanently altering the fabric. The researchers also optimised dyeing conditions, temperature, acidity, and steam treatment, to improve dye uptake while preserving the fabric’s functional properties.

In their tests on antibacterial fabrics, they showed that around 70 per cent of the dye remained on the fabric even after 25 washes, with water and light fastness remaining high even after many hours of exposure. Antibacterial performance remained above 90 per cent after repeated washing.

Han, J., Zhang, Z. and Chang, J. (2026) ‘Colour fixation process and colour fastness improvement strategies for natural plant dyes in functional clothing fabrics’, Int. J. Materials and Product Technology, Vol. 70, No. 6, pp.3–26.

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Free Open Access issue published by International Journal of Reasoning-based Intelligent Systems

The International Journal of Reasoning-based Intelligent Systems has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• Research on task management in English teaching based on multimodal fusion neural networks
• Chinese-English entity relation extraction method based on multi-layer semantic fusion and word information integration
• Media perception and emotional evolution of Weibo disaster events based on TextCNN
• A frequency-domain enhanced fusion framework for predicting students' physical health risks
• Tongue coating thickness level classification using local binary pattern features in TCM image diagnosis

Free Open Access special issue on "Multiscale Energy Systems for Renewable Energy Storage: Part 3" published by International Journal of Energy Technology and Policy

The International Journal of Energy Technology and Policy has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• Current-sensing-array-based dielectric health monitoring system for secondary power circuits
• Enabling holistic insulation monitoring in secondary AC protection circuits: a diagnostic algorithm
• Noise emission prediction technology for converter stations based on digital intelligent networks
• Carbon information disclosure and equity financing costs in China: evidence from the dual-carbon policy framework

Free Open Access issue published by International Journal of Information and Communication Technology

The International Journal of Information and Communication Technology has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• Attention mechanism improved ST-GCN model for character action recognition in virtual drama performance
• Predicting academic performance in electromechanical courses based on a knowledge-point association graph
• Deep generative simulation modelling for time-variant processes of vocal emotion features
• Classification and trend analysis of creative packaging pattern design styles based on clustering algorithm
• Routability prediction for FPGA integrated circuits using deep learning

Research pick: Digital tools alone cannot secure food supplies - "Global hunger is on the rise’: investigating the pillar of stability in developing countries’ agribusinesses"

Digital technologies could strengthen food security in developing countries, but their impact will be limited unless governments address distrust, weak collaboration and institutional inefficiencies, according to a study of Mauritius in the International Journal of Agriculture Innovation, Technology and Globalisation.

The researchers examined the stability pillar of food security, which refers to the ability of a food system to provide reliable access to sufficient, safe, and nutritious food over time. This applies even during disruptions such as pandemics, wars, and supply chain failures.

The team interviewed stakeholders across Mauritius’s food sector and found that information is rarely shared because of low levels of trust between producers, businesses, and public authorities. Although digital infrastructure is available, they found that bureaucratic barriers prevent technologies from being used effectively.

Global food security has deteriorated for several years, with recent shocks exposing vulnerabilities in international food supply chains, particularly in import-dependent developing countries. Given that Mauritius imports almost three-quarters of its food, it is particularly vulnerable.

The study argues that digital technologies, such as crop sensors, AI tools, and even blockchain technologies usually associated with cryptocurrencies, might be used to improve food production and safety, but the benefits of using such tools depend on whether or not institutions are willing to exchange information and coordinate their use.

Haug, M., Hund, A. and Gewald, H. (2026) ‘Global hunger is on the rise’: investigating the pillar of stability in developing countries’ agribusinesses’, Int. J. Agriculture Innovation, Technology and Globalisation, Vol. 5, No. 3, pp.227–244.

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Free Open Access issue published by International Journal of Business Innovation and Research

The International Journal of Business Innovation and Research has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• A bibliometric study of marigold flower towards digital marketing
• Unlocking WFA potential: how trust and performance measurement systems drive success across generations X, Y, and Z

Research pick: Avatars and access - "Beyond avatars and access: rethinking digital identity governance in the metaverse"

Research in the International Journal of Web Based Communities has looked at how digital identity might be governed online and specifically in the so-called metaverse. The study found that current frameworks for digital identity are ill-equipped for emerging immersive online environments, which sit under the umbrella term “metaverse”. The work argues that regulators must move from a privacy-focused approach to one that is broader and rights-based.

The study finds that digital identity in the metaverse extends well beyond usernames and authentication. It encompasses avatars, digital personas, identity credentials, data collected by internet-connected sensors, and the relationships and behavioural traces created through continuous interaction in these virtual environments. The team led participatory workshops with young adults to examine three scenarios: social media influencing, extended reality (XR) workplaces, and integrated public-private healthcare.

In each scenario, the team found that the immersive environments blurred the lines between public and private life. They also increased “datafication”, the conversion of everyday behaviour into data that can be analysed and monetised by platform operators, employers, and technology providers. The researchers argue that this new concentration of power compromises user privacy and exposes them to harms the blame for which cannot be readily apportioned.

There is thus an urgent need for a new approach to governance that is centred on human rights and embeds ethical considerations into technology development.

Anand, N. and Hazarika, B. (2026) ‘Beyond avatars and access: rethinking digital identity governance in the metaverse‘, Int. J. Web-Based Communities, Vol. 22, No. 5, pp.1-32.

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Free Open Access special issue on "The Application of Advanced Materials for Smart and Sustainable Manufacturing – Part 2" published by International Journal of Materials and Product Technology

The International Journal of Materials and Product Technology has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• Colour fixation process and colour fastness improvement strategies for natural plant dyes in functional clothing fabrics
• Algorithm for visual communication design: generating textures of composite materials using artificial intelligence
• Design of a GUI framework for digital home appliance products based on artificial intelligence
• Preparation of intelligent responsive printing materials and their application in anti-counterfeiting and packaging
• Crack resistance and toughening mechanism of nano-SiO2 reinforced PVA fibre cement matrix composites in steel bridge engineering
• Parametric design in ceramic product form generation and manufacturing optimisation
• Preparation and performance of supramolecular polymer-based piezoresistive damping composites
• Composite material surface texture generation and cultural and creative design application based on generative adversarial networks

Free sample articles newly available from International Journal of Wireless and Mobile Computing

The following sample articles from the International Journal of Wireless and Mobile Computing are now available here for free:

• Energy harvesting-based trust-aware medical data transmission model with multi-objective function in cognitive radio network
• Hybrid ECD model for firewall tuning and attack detection
• Enhancing energy efficiency and QoS in 5G networks with dynamic resource optimisation green communication protocol
• An evaluation model for college students' mental health based on machine learning algorithm
• Improved multilevel scaled cognitive diagnostic model as an aid in mental health education
• Multiscale modelling and control of inductively coupled plasma etching based on recurrent neural networks
• AGOA: Adam gazelle optimisation algorithm for collaborative e-learning application in cloud computing with load balancing
• Energy-efficient dynamic load balanced clustering for MANET
• Research on system parameter optimisation in electromagnetic tomography technology

Prof. Yang Li appointed as new Editor in Chief of International Journal of Metadata, Semantics and Ontologies

Associate Prof. Yang Li from Shihezi University in China has been appointed to take over editorship of the International Journal of Metadata, Semantics and Ontologies.

Research pick: Code is in the air - "Elastic allocation and recovery of airport computing resources in response to strong disturbances in flight flows"

Airports could become better able to withstand major operational disruptions under a new computing system designed to keep digital services running during periods of intense pressure. Details are reported in the International Journal of Reasoning-based Intelligent Systems.

The researchers have developed a resource management framework, known as EAR-Sys, that dynamically reallocates computing capacity when severe weather, air traffic control restrictions or other emergencies lead to widespread flight delays, diversions, and cancellations. In simulations using real airport data, they showed that they could reduce the average computing delay by more than 14 per cent and cut recovery time after computing overload from 28 seconds to 22 seconds.

Modern airports rely on networks of computers to support flight scheduling, passenger information, and operational coordination. During major disruptions, these systems are often overwhelmed by a surge in requests as flights are rescheduled and information is updated. The proposed framework combines a spatio-temporal graph with reinforcement learning to redistribute the computational workload before any failures cascade through the network.

Unlike conventional systems, which typically allocate resources using historical demand and recover from failures only after they occur, the new approach continuously monitors changing conditions and proactively shifts computing tasks to less heavily loaded machines.

Wang, W. (2026) ‘Elastic allocation and recovery of airport computing resources in response to strong disturbances in flight flows’, Int. J. Reasoning-based Intelligent Systems, Vol. 18, No. 17, pp.48–66.

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New Open Access article available: "An intelligent fuzzy evaluation model for digital heritage design: a cyber-physical systems perspective on closed-loop feedback mechanisms"

The following International Journal of Systems, Control and Communications article, "An intelligent fuzzy evaluation model for digital heritage design: a cyber-physical systems perspective on closed-loop feedback mechanisms", is freely available for download as an open access article.

It can be downloaded via the full-text link available here.

Free Open Access issue published by International Journal of Information and Communication Technology

The International Journal of Information and Communication Technology has published an Open Access issue. All of the issue’s papers can be downloaded via the full-text links available here.

• Biomechanical analysis of multi-sensor fusion shooting action based on spatiotemporal graph convolutional network
• Identification of consumption effects and heterogeneity detection in the digital economy using PSO-BP and a causal inference framework
• Dynamic scheduling and recommendation of cultural tourism resources using AlphaEvolve and graph convolutional networks
• A long-term system for enhancing teachers' AI application skills based on causal inference and reinforcement learning
• The dynamic reform path of teaching standards for digital media technology programs based on outcomes-based education and cognitive psychology

Research pick: Climate washes over human activity in the Yellow River Basin - "Temporal and spatial pattern of vegetation community diversity in Henan section of the Yellow River Basin based on remote sensing and ecological model"

Climate drives vegetation patterns across the Henan section of China’s Yellow River Basin, research in the International Journal of Environmental Engineering shows. However, expanding agriculture and urbanisation do have a detrimental impact on plant diversity in heavily developed areas, according to the study. The findings are based on satellite observations and ecological modelling of the region.

The researchers analysed vegetation change using satellite images and a model, MaxEnt, that predicts where species are likely to occur. They also used the Community Land Model, which simulates how ecosystems respond to changing climate and land conditions.

The team found that the average vegetation cover, as measured by the Normalised Difference Vegetation Index, increased across the region. However, recovery was uneven. Mountainous western areas improved more rapidly than the eastern plains, where cultivation and urban expansion have reduced natural vegetation. They add that climate variables, particularly temperature and rainfall, could explain almost half of the variation in vegetation patterns, but diversity was especially sensitive to autumn temperature fluctuations.

The work also shows a strong negative relationship between the intensity of human activity and plant diversity. Although ecological restoration projects increased shrub and grass richness in some areas, large-scale tree planting sometimes reduced the variety of plants growing beneath the forest canopy.

Overall, the findings might provide a framework for identifying where natural regeneration should be prioritised and where more targeted restoration is needed.

Pei, Y., Zhang, X. and Wang, Y. (2026) ‘Temporal and spatial pattern of vegetation community diversity in Henan section of the Yellow River Basin based on remote sensing and ecological model’, Int. J. Environmental Engineering, Vol. 14, No. 6, pp.1–24.

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