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Search Results (1,049)

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15 pages, 4422 KiB  
Article
Advanced Deep Learning Methods to Generate and Discriminate Fake Images of Egyptian Monuments
by Daniyah Alaswad and Mohamed A. Zohdy
Appl. Sci. 2025, 15(15), 8670; https://doi.org/10.3390/app15158670 (registering DOI) - 5 Aug 2025
Abstract
Artificial intelligence technologies, particularly machine learning and computer vision, are being increasingly utilized to preserve, restore, and create immersive virtual experiences with cultural artifacts and sites, thus aiding in conserving cultural heritage and making it accessible to a global audience. This paper examines [...] Read more.
Artificial intelligence technologies, particularly machine learning and computer vision, are being increasingly utilized to preserve, restore, and create immersive virtual experiences with cultural artifacts and sites, thus aiding in conserving cultural heritage and making it accessible to a global audience. This paper examines the performance of Generative Adversarial Networks (GAN), especially Style-Based Generator Architecture (StyleGAN), as a deep learning approach for producing realistic images of Egyptian monuments. We used Sigmoid loss for Language–Image Pre-training (SigLIP) as a unique image–text alignment system to guide monument generation through semantic elements. We also studied truncation methods to regulate the generated image noise and identify the most effective parameter settings based on architectural representation versus diverse output creation. An improved discriminator design that combined noise addition with squeeze-and-excitation blocks and a modified MinibatchStdLayer produced 27.5% better Fréchet Inception Distance performance than the original discriminator models. Moreover, differential evolution for latent-space optimization reduced alignment mistakes during specific monument construction tasks by about 15%. We checked a wide range of truncation values from 0.1 to 1.0 and found that somewhere between 0.4 and 0.7 was the best range because it allowed for good accuracy while retaining many different architectural elements. Our findings indicate that specific model optimization strategies produce superior outcomes by creating better-quality and historically correct representations of diverse Egyptian monuments. Thus, the developed technology may be instrumental in generating educational and archaeological visualization assets while adding virtual tourism capabilities. Full article
(This article belongs to the Special Issue Novel Applications of Machine Learning and Bayesian Optimization)
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24 pages, 1687 KiB  
Article
Content Osmosis in Television Programmes: The Inclusion of News in the Spanish Magazines Espejo Público and Mañaneros
by Lola Bañon-Castellón
Journal. Media 2025, 6(3), 125; https://doi.org/10.3390/journalmedia6030125 - 5 Aug 2025
Abstract
Television formats are undergoing a redefinition of the audiovisual panorama marked by digitisation and the decrease in audiences. In this context, news coverage at times of special interest is an opportunity to regain relevance, and for this reason the morning magazine programmes are [...] Read more.
Television formats are undergoing a redefinition of the audiovisual panorama marked by digitisation and the decrease in audiences. In this context, news coverage at times of special interest is an opportunity to regain relevance, and for this reason the morning magazine programmes are taking on the broadcasting of currently prevalent news, intervening in subjects traditionally reserved for news programmes. This paper analyses the news content of TV magazines in a context of hybridisation of genres that has blurred the acknowledged boundaries between the definitions of television programmes. To achieve this, we study the topics on the agenda and how the news is dealt with that is included in the two leading formats among the private and public channels with the biggest audiences in Spain: Espejo Público on Antena 3 and Mañaneros on Televisión Española. The results show that there is a process we call “news osmosis”, whereby the news is treated in a spectacular way, yet incorporating the language and aesthetics typical of the formality of news programmes. In this adaptation, the magazines impose themselves on the narration of the news scoop while restricting the thematic agenda, leaning towards a kind of reductionism in which the private channels choose to prioritise political conflict while the public channels concentrate on current incidents, understood here as newsworthy events of public interest (crimes or accidents). Full article
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24 pages, 607 KiB  
Article
ESG Reporting in the Digital Era: Unveiling Public Sentiment and Engagement on YouTube
by Dmitry Erokhin
Sustainability 2025, 17(15), 7039; https://doi.org/10.3390/su17157039 - 3 Aug 2025
Viewed by 265
Abstract
This study examines how Environmental, Social, and Governance (ESG) reporting is communicated and perceived on YouTube. A dataset of 553 relevant videos and 5060 user comments was extracted on 2 April 2025 ranging between 2014 and 2025, and sentiment, topic, and stance analyses [...] Read more.
This study examines how Environmental, Social, and Governance (ESG) reporting is communicated and perceived on YouTube. A dataset of 553 relevant videos and 5060 user comments was extracted on 2 April 2025 ranging between 2014 and 2025, and sentiment, topic, and stance analyses were applied to both transcripts and comments. The majority of video content strongly endorsed ESG reporting, emphasizing themes such as transparency, regulatory compliance, and financial performance. In contrast, viewer comments revealed diverse stances, including skepticism about methodological inconsistencies, accusations of greenwashing, and concerns over politicization. Notably, statistical analysis showed minimal correlation between video sentiment and audience sentiment, suggesting that user perceptions are shaped by factors beyond the tone of the videos themselves. These findings underscore the need for more rigorous ESG frameworks, enhanced standardization, and proactive stakeholder engagement strategies. The study highlights the value of online platforms for capturing stakeholder feedback in real time, offering practical insights for organizations and policymakers seeking to strengthen ESG disclosure and communication. Full article
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22 pages, 3273 KiB  
Article
Virtual Acoustic Environment Rehearsal and Performance in an Unknown Venue
by Charlotte Fernandez, Martin S. Lawless, David Poirier-Quinot and Brian F. G. Katz
Virtual Worlds 2025, 4(3), 35; https://doi.org/10.3390/virtualworlds4030035 - 1 Aug 2025
Viewed by 189
Abstract
Due to the effect of room acoustics on musical interpretation, a musician’s rehearsal may be greatly enhanced by leveraging virtual and augmented reality technology. This paper presents a preliminary study on a rehearsal tool designed for musicians, enabling practice in a virtual acoustic [...] Read more.
Due to the effect of room acoustics on musical interpretation, a musician’s rehearsal may be greatly enhanced by leveraging virtual and augmented reality technology. This paper presents a preliminary study on a rehearsal tool designed for musicians, enabling practice in a virtual acoustic environment with audience-positioned playback. Fourteen participants, both professional and non-professional musicians, were recruited to practice with the rehearsal tool prior to performing in an unfamiliar venue. Throughout the rehearsal, the subjects either played in a virtual environment that matched the acoustics of the performance venue or one that was acoustically different. A control group rehearsed in an acoustically dry room with no virtual acoustic environment. The tool’s effectiveness was evaluated with two 16-item questionnaires that assessed quality, usefulness, satisfaction with the rehearsal, and aspects of the performance. Findings indicate that rehearsing in a virtual acoustic environment that matches the performance venue improves acoustic awareness during the performance and enhances ease and comfort on stage compared to practising in a different environment. These results support the integration of virtual acoustics in rehearsal tools to help musicians better adapt their performance to concert settings. Full article
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14 pages, 854 KiB  
Systematic Review
The Critical Impact and Socio-Ethical Implications of AI on Content Generation Practices in Media Organizations
by Sevasti Lamprou, Paraskevi (Evi) Dekoulou and George Kalliris
Societies 2025, 15(8), 214; https://doi.org/10.3390/soc15080214 - 1 Aug 2025
Viewed by 232
Abstract
This systematic literature review explores the socio-ethical implications of Artificial Intelligence (AI) in contemporary media content generation. Drawing from 44 peer-reviewed sources, policy documents, and industry reports, the study synthesizes findings across three core domains: bias detection, storytelling transformation, and ethical governance frameworks. [...] Read more.
This systematic literature review explores the socio-ethical implications of Artificial Intelligence (AI) in contemporary media content generation. Drawing from 44 peer-reviewed sources, policy documents, and industry reports, the study synthesizes findings across three core domains: bias detection, storytelling transformation, and ethical governance frameworks. Through thematic coding and structured analysis, the review identifies recurring tensions between automation and authenticity, efficiency and editorial integrity, and innovation and institutional oversight. It introduces the Human–AI Co-Creation Continuum as a conceptual model for understanding hybrid narrative production and proposes practical recommendations for ethical AI adoption in journalism. The review concludes with a future research agenda emphasizing empirical studies, cross-cultural governance models, and audience perceptions of AI-generated content. This aligns with prior studies on algorithmic journalism. Full article
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19 pages, 4759 KiB  
Article
Research on User Experience and Continuous Usage Mechanism of Digital Interactive Installations in Museums from the Perspective of Distributed Cognition
by Aili Zhang, Yanling Sun, Shaowen Wang and Mengjuan Zhang
Appl. Sci. 2025, 15(15), 8558; https://doi.org/10.3390/app15158558 (registering DOI) - 1 Aug 2025
Viewed by 162
Abstract
With the increasing application of digital interactive installations in museums, their role in enhancing audience engagement and cultural dissemination effectiveness has become prominent. However, ensuring the sustained use of these technologies remains challenging. Based on distributed cognition and perceived value theories, this study [...] Read more.
With the increasing application of digital interactive installations in museums, their role in enhancing audience engagement and cultural dissemination effectiveness has become prominent. However, ensuring the sustained use of these technologies remains challenging. Based on distributed cognition and perceived value theories, this study investigates key factors influencing users’ continuous usage of digital interactive installations using the Capital Museum in Beijing as a case study. A theoretical model was constructed and empirically validated through Bayesian Structural Equation Modeling (Bayesian-SEM) with 352 valid samples. The findings reveal that perceived ease of use plays a critical direct predictive role in continuous usage intention. Environmental factors and peer interaction indirectly influence user behavior through learner engagement, while user satisfaction serves as a core mediator between perceived ease of use and continuous usage intention. Notably, perceived usefulness and entertainment showed no direct effects, indicating that convenience and social experience outweigh functional benefits in this context. These findings emphasize the importance of optimizing interface design, fostering collaborative environments, and enhancing user satisfaction to promote sustained participation. This study provides practical insights for aligning digital innovation with audience needs in museums, thereby supporting the sustainable integration of technology in cultural heritage education and preservation. Full article
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13 pages, 213 KiB  
Article
From Skepticism to Story: Reclaiming the Bible’s Metanarrative for Postmodern Audiences
by Bob C. Greene
Religions 2025, 16(8), 996; https://doi.org/10.3390/rel16080996 (registering DOI) - 31 Jul 2025
Viewed by 331
Abstract
This article examines the epistemological and homiletical implications of postmodernity for Christian preaching. It addresses the communicative crisis introduced by postmodern skepticism toward metanarratives. It proposes a constructive theological response through the re-articulation of the gospel as a coherent, storied, and transformative metanarrative. [...] Read more.
This article examines the epistemological and homiletical implications of postmodernity for Christian preaching. It addresses the communicative crisis introduced by postmodern skepticism toward metanarratives. It proposes a constructive theological response through the re-articulation of the gospel as a coherent, storied, and transformative metanarrative. Drawing on interdisciplinary scholarship in theology, homiletics, epistemology, and cultural theory, this study argues that a thoughtful engagement with postmodern critique can serve as a catalytic force for ecclesial renewal. The article advocates for a homiletic method that re-engages Scripture’s narrative form while emphasizing relational epistemology, incarnational witness, and contextual sensitivity. By utilizing narrative theology, post-critical epistemologies, and performative models of preaching, this study proposes a recalibrated approach to gospel proclamation, adapted for fragmented and skeptical audiences, while safeguarding theological orthodoxy. Full article
42 pages, 1202 KiB  
Article
Exploring Key Factors Influencing the Processual Experience of Visitors in Metaverse Museum Exhibitions: An Approach Based on the Experience Economy and the SOR Model
by Ronghui Wu, Lin Gao, Jiaxin Li, Anxin Xie and Xiao Zhang
Electronics 2025, 14(15), 3045; https://doi.org/10.3390/electronics14153045 - 30 Jul 2025
Viewed by 208
Abstract
With the advancement of immersive technologies, metaverse museum exhibitions have become an increasingly important medium through which audiences access cultural content and experience artistic works. This study aims to identify the key factors influencing visitors’ processual experiences in metaverse museum exhibitions and to [...] Read more.
With the advancement of immersive technologies, metaverse museum exhibitions have become an increasingly important medium through which audiences access cultural content and experience artistic works. This study aims to identify the key factors influencing visitors’ processual experiences in metaverse museum exhibitions and to explore how these factors collectively contribute to the formation of satisfaction with the visiting experience. Adopting an interdisciplinary theoretical perspective, the study integrates the Experience Economy theory with the Stimulus–Organism–Response (SOR) model to construct a systematic theoretical framework. This framework reveals how exhibition-related stimuli affect visitors’ behavioral intentions through psychological response pathways. Specifically, perceived educational appeal, interactive entertainment, escapist experience, and perceived visual aesthetics are defined as stimulus variables, while psychological immersion, emotional trigger, and cognitive engagement are introduced as organismic variables to explain their effects on satisfaction with the visiting experience and social sharing intention as response variables. Based on 507 valid responses, Partial Least Squares Structural Equation Modeling (PLS-SEM) was employed for empirical analysis. The results indicate that interactive entertainment and escapist experience have significant positive effects on psychological responses, serving as key drivers of deep visitor engagement. Emotional Trigger acts as a significant mediator between exhibition stimuli and satisfaction with the visiting experience, which in turn significantly predicts social sharing intention. In contrast, perceived educational appeal and perceived visual aesthetics exhibit weaker impacts at the cognitive and behavioral levels. This study not only identifies these weakened pathways but also proposes optimization strategies grounded in experiential construction and cognitive synergy, offering guidance for enhancing the educational function and deep experiential design of metaverse exhibitions. The findings validate the applicability of the Experience Economy theory and the SOR model in metaverse cultural contexts and deepen our understanding of the psychological mechanisms underlying immersive cultural experiences. This study further provides a pathway for shifting exhibition design from a “content-oriented” to an “experience-driven” approach, offering theoretical and practical insights into enhancing audience engagement and cultural communication effectiveness in metaverse museums. Full article
(This article belongs to the Special Issue Metaverse, Digital Twins and AI, 3rd Edition)
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20 pages, 302 KiB  
Article
Understanding Influencer Followership on Social Media: A Case Study of Students at a South African University
by Nkosinathi Mlambo, Mpendulo Ncayiyane, Tarirai Chani and Murimo Bethel Mutanga
Journal. Media 2025, 6(3), 120; https://doi.org/10.3390/journalmedia6030120 - 29 Jul 2025
Viewed by 375
Abstract
The influence of social media personalities has grown significantly, especially among youth audiences who spend substantial time on platforms like TikTok. The emergence and popularity of different types of social media influencers accelerated during the COVID-19 pandemic in many countries, including South Africa. [...] Read more.
The influence of social media personalities has grown significantly, especially among youth audiences who spend substantial time on platforms like TikTok. The emergence and popularity of different types of social media influencers accelerated during the COVID-19 pandemic in many countries, including South Africa. In turn, this period also saw a surge in youth audiences following these influencers. This rapid growth of influencer followings among young people is largely driven by specific types of content that resonate with them, thus encouraging continued engagement. However, the benefits that these young followers gain from engaging with various influencers and the factors driving their preferences for specific influencers remain underexplored, particularly within the context of South African students within higher education. Therefore, this study explores the types of social media influencers most followed by university students at a South African University and investigates the key factors that drive their preferences. A structured online questionnaire was distributed, gathering both multiple-choice and open-ended responses from students. The data were analyzed using categorical frequency counts and thematic analysis. The data highlight how students actively turn to influencers as emotional anchors, role models, and sources of practical guidance. Their engagement reflects a deep need for connection, inspiration, and identity formation in a challenging academic and social environment. These patterns show that influencer content is not just entertainment but plays a critical developmental role. Understanding these motivations helps educators, policymakers, and brands to align better with youth values. The significance of these results lies in how influencer content is now coming in to fill the emotional, cultural, and educational gaps left by traditional systems among the young South African university students in this modern era. Full article
24 pages, 56885 KiB  
Article
Bio-Crafting Architecture: Experiences of Growing Mycelium in Minimal Surface Molds
by Anca-Simona Horvath, Alina Elena Voinea and Radu Adrian Arieșan
Sustainability 2025, 17(15), 6835; https://doi.org/10.3390/su17156835 - 28 Jul 2025
Viewed by 384
Abstract
Mycelium is a living material that has gained popularity over the last decade in both architecture and design. Apart from understanding the physical behaviour of novel materials, it is also important to grasp how designers and the general audience perceive them. On the [...] Read more.
Mycelium is a living material that has gained popularity over the last decade in both architecture and design. Apart from understanding the physical behaviour of novel materials, it is also important to grasp how designers and the general audience perceive them. On the one hand, this study investigated mycelium growth in 3D-printed minimal surface shapes using a wood-based filament, and on the other hand, it examined how both designers and the general public experience interacting with mycelium. Using a material-driven design research method, a workshop with architecture students was conducted where various triply periodic minimal surfaces were designed and 3D printed. These shapes were used as molds and impregnated with mycelium, and the growth of mycelium was analyzed visually and photographically. Data on the experiences of the 30 workshop participants of working with mycelium was collected through a survey and analyzed qualitatively. After exhibiting results of the workshop in a public-facing exhibition, semi-structured interviews with members of the general public about their perceptions of mycelium were conducted. Three-dimensionally printed minimal surfaces with wood-based filaments can function as structural cores for mycelium-based composites, and the density of the minimal surface appears to influence mycelium growth, which binds to wood-based filaments. Students exhibited stronger feelings for living materials compared to non-living ones, displaying both biophilia and, to a lesser extent, biophobia. Introducing hands-on workshops with living and experimental materials in design studio settings can help future generations of designers develop sensibilities for, and a critical approach towards, the impact of their design decisions on the environment and sustainability. The study also contributes empirical data on how members of the general public perceive mycelium as a material for design. Full article
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33 pages, 6092 KiB  
Article
3D Reconstruction of Unrealised Monumental Heritage and Its Impact on Gallery Experience
by Jure Ahtik, Anja Škerjanc, Helena Gabrijelčič Tomc and Tanja Nuša Kočevar
Buildings 2025, 15(15), 2632; https://doi.org/10.3390/buildings15152632 - 25 Jul 2025
Viewed by 264
Abstract
The research was initiated by the Plečnik House gallery (Ljubljana, Slovenia) and focuses on the 3D architectural reconstruction of the unrealised monument of the Czech military leader Jan Žižka, designed by the Slovenian architect Jože Plečnik. In addition, the experience with the 3D [...] Read more.
The research was initiated by the Plečnik House gallery (Ljubljana, Slovenia) and focuses on the 3D architectural reconstruction of the unrealised monument of the Czech military leader Jan Žižka, designed by the Slovenian architect Jože Plečnik. In addition, the experience with the 3D reconstructed monument in the exhibition “Plečnik and the Sacred” was analysed. Using the available references and interpretative approaches, a digital and 3D-printed reconstruction was created that retains Plečnik’s architectural style. The experimental phase included a detailed interpretation of the studied references, 3D modelling, 3D printing, exhibition and experience analysis. The dimensions of the finished 3D-printed model are 52.80 × 55.21 × 44.60 cm. It was produced using stereolithography (SLA) for figurative elements and fused deposition modelling (FDM) for architectural components. The reconstruction was evaluated using participant testing, including semantic differential analysis, comparative studies, and knowledge-based questionnaires. The results showed that architectural elements were reconstructed with an average similarity score of 1.97 out of 5. Statues followed with a score of 1.81, and props, though detailed, met audience expectations, scoring 1.61. Clothing received the lowest score of 1.40. This research emphasises the importance of a hypothetical digital 3D reconstruction of never constructed monument for broader understanding of Plečnik’s legacy. Full article
(This article belongs to the Section Building Materials, and Repair & Renovation)
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20 pages, 718 KiB  
Communication
Examining Crisis Communication in Geopolitical Conflicts: The Micro-Influencer Impact Model
by Ahmed Taher, Hoda El Kolaly and Nourhan Tarek
Journal. Media 2025, 6(3), 116; https://doi.org/10.3390/journalmedia6030116 - 24 Jul 2025
Viewed by 382
Abstract
In the digital communication ecosystem, micro-influencers have influenced public response during crises, especially in complex geopolitical contexts. This paper introduces the micro-influencer impact model (MIIM), a framework for analyzing the impact of micro-influencers on crisis communication. The MIIM integrates four components (micro-influencer characteristics, [...] Read more.
In the digital communication ecosystem, micro-influencers have influenced public response during crises, especially in complex geopolitical contexts. This paper introduces the micro-influencer impact model (MIIM), a framework for analyzing the impact of micro-influencers on crisis communication. The MIIM integrates four components (micro-influencer characteristics, message framing and delivery, audience factors, and crisis context) offering a comprehensive approach to understanding micro-influencer dynamics during crises. Cross-conflict analysis spanning Ukraine–Russia, Sudan–Ethiopia, Armenia–Azerbaijan, Myanmar, Syria, and India–Pakistan tensions demonstrates the MIIM’s broad applicability across diverse geopolitical crises, showing how factors like perceived authenticity, niche expertise, narrative personalization, and audience digital literacy consistently shape public opinion and crisis response. The MIIM synthesizes crisis communication theories, social influence models, and digital media research, providing a sophisticated framework for studying the dissemination of information and public engagement during crises. The paper proposes theoretically grounded propositions on the impact of micro-influencers, encompassing perceived authenticity, narrative framing, and influence over time, thereby laying the groundwork for future empirical research. Implications for communication scholars, crisis managers, policymakers, and social media platforms are discussed, emphasizing the MIIM’s relevance to theory and practice in crisis communication. Full article
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24 pages, 1548 KiB  
Article
Using Implementation Theories to Tailor International Clinical Guidelines for Post-Stroke Gait Disorders
by Salem F. Alatawi
Healthcare 2025, 13(15), 1794; https://doi.org/10.3390/healthcare13151794 - 24 Jul 2025
Viewed by 289
Abstract
Background/objective: Tailoring involves adapting research findings and evidence to suit specific contexts and audiences. This study examines how international stroke guidelines can be tailored to address gait issues after a stroke. Methods: A three-phase consensus method approach was used. A 10-member [...] Read more.
Background/objective: Tailoring involves adapting research findings and evidence to suit specific contexts and audiences. This study examines how international stroke guidelines can be tailored to address gait issues after a stroke. Methods: A three-phase consensus method approach was used. A 10-member health experts panel extracted recommendations from three national clinical guidelines in the first phase. In the second phase, 362 physiotherapists completed an online questionnaire to assess the feasibility of adopting the extracted recommendations. In the third phase, a 15-physical therapist consensus workshop was convened to clarify factors that might affect the tailoring process of the extracted recommendations of gait disorder rehabilitation. Results: In phase one, 21 recommendations reached consensus. In the second phase, 362 stroke physiotherapists rated the applicability of these recommendations: 14 rated high, 7 rated low, and none were rejected. The third phase, a nominal group meeting (NGM), explored four themes related to tailoring. The first theme, “organizational factors”, includes elements such as clinical setting, culture, and regulations. The second theme, “individual clinician factors”, assesses aspects like clinical experience, expertise, abilities, knowledge, and attitudes toward tailoring. The third theme, “patient factors”, addresses issues related to multimorbidity, comorbidities, patient engagement, and shared decision-making. The final theme, “other factors”, examines the impact of research design on tailoring. Conclusions: Tailoring international clinical guidelines involves multiple factors. This situation brings home the importance of a systematic strategy for tailoring that incorporates various assessment criteria to enhance the use of clinical evidence. Future research should investigate additional implementation theories to enhance the translation of evidence into practice. Full article
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13 pages, 1054 KiB  
Article
Applying Visual Storytelling in Food Marketing: The Effect of Graphic Storytelling on Narrative Transportation and Purchase Intention
by Lingnuo Wang, Xin Fang, Ying Xiao, Yangyue Li, Yulin Sun, Lei Zheng and Charles Spence
Foods 2025, 14(15), 2572; https://doi.org/10.3390/foods14152572 - 23 Jul 2025
Viewed by 415
Abstract
In today’s market, consumers appear to be less interested in promotional strategies, particularly those that rely on text-based advertisements. Graphic storytelling can be seen as providing a more engaging visual approach to attract audiences and is increasingly being used by marketers and food [...] Read more.
In today’s market, consumers appear to be less interested in promotional strategies, particularly those that rely on text-based advertisements. Graphic storytelling can be seen as providing a more engaging visual approach to attract audiences and is increasingly being used by marketers and food packaging designers. However, the questions of whether and how graphic storytelling influences consumers’ purchase intentions remain underexplored. Based on the Transportation–Imagery Model, two experimental studies were conducted to examine the effect of graphic storytelling on narrative transportation and food purchase intention, and to explore its underlying mechanism from the perspective of cognitive fluency. The results demonstrated the positive effect of graphic storytelling on narrative transportation (Studies 1 and 2), as well as a significant impact on food purchase intention (Study 2). Furthermore, cognitive fluency was identified as a critical factor impacting narrative transportation, facilitated by graphic storytelling (Studies 1 and 2). This study extends the Transportation–Imagery Model by positioning cognitive fluency as an important antecedent of narrative transportation. Practically, the suggestion would be for restaurants and food firms to optimize their advertising by displaying cooking processes, particularly for part-prepared foods. Full article
(This article belongs to the Section Sensory and Consumer Sciences)
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8 pages, 1058 KiB  
Proceeding Paper
A Review of Global Microplastic (MP) Databases: A Study on the Challenges and Opportunities for Data Integration in the Context of MP Pollution
by Hussain Ahamed, Marwa Al-Ani, Ala Al-Ardah and Noora Al-Qahtani
Mater. Proc. 2025, 22(1), 6; https://doi.org/10.3390/materproc2025022006 - 21 Jul 2025
Viewed by 184
Abstract
Microplastic (MP) pollution is an escalating global environmental concern, with a growing body of research addressing diverse dimensions of this issue. Despite this progress, the field remains hindered by generating large, heterogeneous datasets that follow inconsistent reporting standards, resulting in fragmented and often [...] Read more.
Microplastic (MP) pollution is an escalating global environmental concern, with a growing body of research addressing diverse dimensions of this issue. Despite this progress, the field remains hindered by generating large, heterogeneous datasets that follow inconsistent reporting standards, resulting in fragmented and often incompatible databases. While various databases on MPs have been developed, they primarily operate in isolation, limiting the accessibility and cross-comparison of data. This study presents a foundational approach to aggregating and accessing existing MP pollution datasets. A comprehensive review of the currently available databases was conducted to evaluate their integration potential. It revealed key challenges such as non-standardized data formats, limited accessibility, and difficulty performing comparative analyses across sources. To address these barriers, a prototype web-based platform was developed that enables unified access to MP datasets. The architecture includes a smart standardization layer that harmonizes inputs from disparate sources. The integration of Large Language Models (LLMs) with Retrieval-Augmented Generation (RAG) techniques was proposed to facilitate natural language querying. This enables researchers to interact with the platform intuitively and extract meaningful insights more efficiently. The proposed system aims to enhance data discoverability, promote interoperability, and support robust, data-driven environmental research, paving the way toward more informed policy-making and scientific collaboration in the fight against MP pollution. With this platform, there is a potential for new discoveries and a future in which the tools to effectively combat this global issue are available, making the audience realize the potential for new discoveries. Full article
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