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Search Results (800)

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Keywords = symbolic values

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17 pages, 2060 KB  
Article
A Semiotic Analysis of Chan Aesthetics in Chinese Animation: Reconstruction, Naturalisation, and Cultural Resonance
by Weihan Fang, Karmilah Binti Abdullah, Faizul Nizar Bin Anuar and Xi Gong
Arts 2026, 15(5), 107; https://doi.org/10.3390/arts15050107 - 18 May 2026
Abstract
In recent years, Chinese animation has increasingly embraced traditional cultural elements, with Chan (Zen) Buddhism emerging as a rich source of philosophical and aesthetic inspiration. Existing research on the manifestation of Chan aesthetics in Chinese animation has explored the topic from diverse perspectives, [...] Read more.
In recent years, Chinese animation has increasingly embraced traditional cultural elements, with Chan (Zen) Buddhism emerging as a rich source of philosophical and aesthetic inspiration. Existing research on the manifestation of Chan aesthetics in Chinese animation has explored the topic from diverse perspectives, yet analyses from a systematic semiotic perspective remain limited. Most symbolic studies reduce Chan elements to isolated visual signs with one-to-one meaning correspondences, neglecting the synergistic operation of narrative, visual, and auditory symbols in animation as an integrated system. Drawing on Roland Barthes’ theory of myth, this study employs a qualitative semiotic analysis to examine how Chan aesthetics are reconstructed and naturalised in Chinese animated works across different periods and genres. The analysis demonstrates that core Chan concepts are reconfigured into secularised audiovisual symbol systems. These systems translate abstract philosophy into tangible aesthetic forms and narrative structures, with meaning generated through the interplay of denotation, connotation, and myth. Furthermore, the representation of Chan aesthetics evolves across eras. Early animation relies on minimalist ink-wash visuals and implicit narrative; contemporary commercial animated film employs causal storytelling to embed Chan values in modern contexts; and Ye Youtian ‘poetic animation’ emphasises personal spiritual expression through non-linear imagery. Full article
20 pages, 794 KB  
Article
The Aesthetics of Appropriation: Yves Saint Laurent, Moroccan Influence, and the Ethics of Cultural Borrowing
by Wissam Laaguidi
Religions 2026, 17(5), 606; https://doi.org/10.3390/rel17050606 (registering DOI) - 18 May 2026
Abstract
This article examines the ethical and aesthetic stakes of cultural borrowing in fashion through the case of Yves Saint Laurent’s sustained engagement with Moroccan visual and material traditions. Drawing on postcolonial theory, fashion studies, and aesthetic philosophy and supported by visual analysis and [...] Read more.
This article examines the ethical and aesthetic stakes of cultural borrowing in fashion through the case of Yves Saint Laurent’s sustained engagement with Moroccan visual and material traditions. Drawing on postcolonial theory, fashion studies, and aesthetic philosophy and supported by visual analysis and qualitative research, this study interrogates the tension between cultural appreciation and appropriation that structures Saint Laurent’s legacy. His designs amplified global visibility for Moroccan craftsmanship, yet this visibility was mediated through Western systems of authorship that privileged the couturier while obscuring the cultural, spiritual, and artisanal labor underpinning the motifs he reinterpreted. Saint Laurent’s own positionality, born within the colonial milieu of French Algeria, further complicates this dynamic, enabling both cultural intimacy and the exercise of hierarchical distance from the traditions he transformed for Parisian haute couture. This discussion also requires acknowledging that Moroccan cultural heritage, shaped by the intertwined influences of Amazigh, Arab, Islamic, and Jewish traditions, embodies religious meanings that extend beyond the purely aesthetic. By considering the religious, symbolic, and communal values embedded within Moroccan aesthetic forms, this article foregrounds the ethical dilemmas that arise when culturally and spiritually situated practices are reframed within Western fashion. This study ultimately contends that acts of borrowing can serve both as homage and erasure, suggesting that the relationship between appropriation and appreciation is better understood as a flexible spectrum rather than a rigid binary. Full article
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19 pages, 432 KB  
Review
Understanding Second-Hand Clothing Consumption: A Literature Review and Proposed Conceptual Model
by Katherine Pinto and Marcelo Royo-Vela
Sustainability 2026, 18(10), 4795; https://doi.org/10.3390/su18104795 - 11 May 2026
Viewed by 849
Abstract
Second-hand clothing is increasingly promoted as a sustainable alternative to reduce the fashion industry’s environmental impact, yet evidence on why consumers purchase second-hand apparel remains fragmented across disciplines. This literature review synthesizes prior research to identify the main motivational drivers and inhibitors of [...] Read more.
Second-hand clothing is increasingly promoted as a sustainable alternative to reduce the fashion industry’s environmental impact, yet evidence on why consumers purchase second-hand apparel remains fragmented across disciplines. This literature review synthesizes prior research to identify the main motivational drivers and inhibitors of second-hand clothing purchasing and to translate them into a coherent conceptual explanation. We reviewed and conceptually integrated the academic literature on second-hand apparel consumption, focusing on how studies define, operationalize, and relate sustainability concerns, economic value, uniqueness and identity motives, and socio-cultural influences to purchase intention and behavior. The reviewed evidence indicates that pro-environmental values often coexist with utilitarian and symbolic motives, while barriers frequently involve perceived risk (e.g., quality and hygiene), effort, and access constraints. Building on this synthesis, we propose an integrative model that organizes key antecedents and mechanisms leading to purchase intention and repeat purchasing, highlighting enabling conditions and boundary factors that may strengthen or weaken these relationships. This review consolidates dispersed findings, clarifies theoretical gaps, and provides a testable framework to guide future empirical research and managerial interventions aimed at scaling circular fashion adoption. Full article
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24 pages, 547 KB  
Article
Exploring the Paradox of ESG Ratings in Emerging Markets: Insights from the Moroccan Context
by Mounir Bellari, Abdelhalim Lakrarsi, Ahmed Ibrahim Mohammed Al Saadi and Manal Adnoune
J. Risk Financial Manag. 2026, 19(5), 346; https://doi.org/10.3390/jrfm19050346 - 11 May 2026
Viewed by 275
Abstract
This study explores the paradoxical role of ESG ratings in emerging markets, focusing on Morocco, where these tools are simultaneously promoted as signals of credibility and transparency while producing distortions, inconsistencies, and symbolic compliance. Drawing on 31 semi-structured interviews conducted with six categories [...] Read more.
This study explores the paradoxical role of ESG ratings in emerging markets, focusing on Morocco, where these tools are simultaneously promoted as signals of credibility and transparency while producing distortions, inconsistencies, and symbolic compliance. Drawing on 31 semi-structured interviews conducted with six categories of stakeholders, including institutional investors (n = 7), CSR/ESG managers from listed companies (n = 8), sustainability consultants and auditors (n = 6), academics and researchers (n = 5), representatives of market institutions (n = 3), and public-sector executives involved in ESG-related regulation (n = 2), the research relies on thematic analysis informed by legitimacy, institutional, and stakeholder theories. The findings reveal three mechanisms underlying the ESG paradox: (1) investors rely on ESG ratings as instruments of risk management and long-term value creation, (2) companies face opaque and sometimes contradictory rating methodologies that are poorly adapted to local institutional realities, and (3) global ESG standards generate pressures for symbolic conformity, increasing the risk of greenwashing and widening the gap between disclosure and actual practices. The study advances ESG research in non-Western contexts by uncovering how institutional voids, fragmented governance frameworks, and power asymmetries shape ESG evaluation dynamics in Morocco. It also underscores the need for locally grounded benchmarks, methodological harmonization, and stronger institutional coordination, including the potential development of a national ESG rating framework. Limitations relate to the qualitative scope, the Moroccan specificity, and potential social desirability bias among interviewees. Full article
(This article belongs to the Special Issue Sustainable Finance and ESG Investment, 2nd Edition)
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24 pages, 694 KB  
Article
Monarchy as a Mega-Influencer: A Cost–Benefit Analysis of the Royal Family in the Algorithmic Driven AI Economy
by Ehsan Jozaghi and Pouria Jozaghi
Soc. Sci. 2026, 15(5), 306; https://doi.org/10.3390/socsci15050306 - 9 May 2026
Viewed by 202
Abstract
Debates about the relevance of constitutional monarchies have intensified in recent years, with critics questioning their democratic legitimacy, symbolic role, and public cost. This study moves beyond normative debates by evaluating the monarchy through a measurable economic framework grounded in the artificial intelligence [...] Read more.
Debates about the relevance of constitutional monarchies have intensified in recent years, with critics questioning their democratic legitimacy, symbolic role, and public cost. This study moves beyond normative debates by evaluating the monarchy through a measurable economic framework grounded in the artificial intelligence (AI) driven influencer economy via mass and social media. Specifically, it analyzes the Royal Family’s presence on YouTube, Instagram, and X (formerly Twitter), alongside traditional media coverage indexed in the Newsstream database, to estimate tangible benefits relative to institutional costs using mathematical modelling and sensitivity analysis. The findings highlight that the combined annual value of social and mass media influence is approximately US$26,672 billion, with an estimated benefit–cost ratio of 40.0 million to 1. Even under conservative assumptions, the scale of media reach and engagement substantially exceeds the per capita cost of maintaining the institution. By reframing monarchy as a large-scale soft-power actor embedded within contemporary digital AI driven media ecosystems, this study contributes to research on constitutional governance, nation branding, and influencer economics. The results suggest that, in an era of globalized media and algorithmic amplification, monarchies may function not only as ceremonial institutions but also as influential and economically significant actors within modern evolving communication networks. Full article
(This article belongs to the Section International Politics and Relations)
35 pages, 876 KB  
Systematic Review
Behavioural Sustainability and Artificial Intelligence: A Multi-Level Systematic Review of the Intention–Behaviour Gap and Decoupling
by Cedric Marvin Nkiko
Sustainability 2026, 18(10), 4710; https://doi.org/10.3390/su18104710 - 9 May 2026
Viewed by 406
Abstract
The growing integration of artificial intelligence (AI) into sustainability initiatives has intensified interest in its potential to influence behaviour and advance progress toward the Sustainable Development Goals (SDGs). However, a persistent gap between sustainability intentions and actual behaviours continues to constrain meaningful outcomes. [...] Read more.
The growing integration of artificial intelligence (AI) into sustainability initiatives has intensified interest in its potential to influence behaviour and advance progress toward the Sustainable Development Goals (SDGs). However, a persistent gap between sustainability intentions and actual behaviours continues to constrain meaningful outcomes. This study conducts a systematic literature review to examine the extent to which AI reduces or reinforces this intention–behaviour gap across multiple levels of influence. Following PRISMA guidelines, 48 studies were analysed, capturing AI interventions across environmental, social, and economic sustainability domains and spanning internal, strategic, value chain, and system-level contexts. The findings show that AI operates as a conditional behavioural mechanism rather than a uniformly positive solution. At the internal level, AI-enabled interventions, including nudges, feedback systems, and decision support tools, are associated with improved behavioural alignment, particularly in domains linked to SDG 12 (Responsible Consumption and Production) and SDG 13 (Climate Action). However, at organisational and system levels, AI frequently reinforces sustainability decoupling by enabling optimisation, reporting, and symbolic compliance without corresponding behavioural change. The study proposes a multi-level conceptual model of AI-mediated behavioural sustainability, demonstrating that AI’s effectiveness depends on contextual, organisational, and institutional conditions that determine whether it supports substantive or symbolic sustainability outcomes. Full article
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36 pages, 14842 KB  
Review
Geocultural Heritage and Geocultural Sites: Interpreting Geoheritage–Cultural Heritage Relationships Through a Management Matrix Framework
by Ľubomír Štrba and Marián Lukáč
Heritage 2026, 9(5), 182; https://doi.org/10.3390/heritage9050182 - 8 May 2026
Viewed by 250
Abstract
Geoheritage is increasingly recognised as an integral component of the broader natural-cultural heritage of human societies. However, existing conceptual and methodological approaches often remain fragmented, relying either on spatial coincidence or on separate analytical treatments of geoheritage and cultural-historical values, which limits the [...] Read more.
Geoheritage is increasingly recognised as an integral component of the broader natural-cultural heritage of human societies. However, existing conceptual and methodological approaches often remain fragmented, relying either on spatial coincidence or on separate analytical treatments of geoheritage and cultural-historical values, which limits the understanding of their functional integration. This review paper advances the conceptualisation of geocultural heritage and the geocultural site by moving beyond simple spatial coincidence towards a functional integration of abiotic and cultural-historical values. In this context, geocultural heritage is defined as a hybrid form of natural and cultural heritage in which geological and cultural-historical components are mutually co-constitutive, generating value through their functional, historical, and symbolic integration rather than mere spatial co-occurrence. Within this framework, the primary aim is to develop a theoretical perspective that supports a holistic understanding of the integrative relationships between geoheritage and cultural-historical heritage. Its primary aim is to develop a theoretical perspective that supports a holistic understanding of the integrative relationships between geoheritage and cultural-historical heritage. The study identifies and demonstrates three fundamental levels of geocultural synergy, including spatio-material, causal, and symbolic-transcendental, through representative case examples from Slovakia. To bridge the gap between theoretical recognition and practical governance, the paper introduces a semi-quantitative assessment instrument, the Geocultural Management Matrix (GCMM). This framework aggregates assessment criteria into two synthetic dimensions: the Geocultural Value and Integrity Index (GVII) and the Management and Potential Index (MPI). Based on the interaction of these two dimensions, sites are assigned to four distinct management profiles, linking analytical assessment with differentiated management strategies. In this way, the matrix provides a methodologically consistent bridge between geocultural heritage assessment and site-specific decisions concerning conservation intensity, interpretative development, and management orientation. The proposed model strengthens the practical applicability of geocultural research by offering a transferable framework for geoparks, heritage conservation and management. Full article
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20 pages, 298 KB  
Article
Beyond “Religious Conflict”: International Legitimacy of Secessionist Movements in Africa
by Hande Sapmaz
Religions 2026, 17(5), 555; https://doi.org/10.3390/rel17050555 - 4 May 2026
Viewed by 398
Abstract
The ultimate goal of the secession movements is to gain recognition in accordance with international law, thereby strengthening its legitimacy on the international stage. The intensity of the conflict influences the likelihood of the movement being addressed within the framework of Countering Violent [...] Read more.
The ultimate goal of the secession movements is to gain recognition in accordance with international law, thereby strengthening its legitimacy on the international stage. The intensity of the conflict influences the likelihood of the movement being addressed within the framework of Countering Violent Extremism (CVE) discourses, thereby shaping its international legitimacy. This article examines how the international legitimacy of secession movements is shaped by conflict profiles, religious significance and the CVE framework. Moving beyond the tendency to treat long-standing separatist conflicts as inherently religious, religion can enter separatist conflicts in various ways, such as being an indicator of collective differentiation, a language of mobilization, a source of symbolic legitimacy or an external framework of interpretation. In this study, international legitimacy is conceptualized as existing beyond formal recognition and is assessed using four indicators: discursive, diplomatic, institutional and support-based legitimacy. Five African case studies (Western Sahara, Cabinda, Biafra, Azawad and Ogaden) are detailed within the context of these indicators, having been selected for sharing similar values regarding conflict based on variables derived from the Uppsala Conflict Data Program (UCDP). Ultimately, in the cases of Western Sahara and Azawad, associating religion with extremism undermines the legitimacy of separatist claims and restricts access to international policy and military support. Full article
32 pages, 3046 KB  
Article
A Verifiable Framework for Brain Tumor Classification: Combining Vision Transformers, Class-Weighted Learning, and SMT-Based Formal Decision Traces
by Mehmet Akif Çifçi, Kadir Karataş, Fazli Yıldırım and Ali Doğan
Diagnostics 2026, 16(9), 1361; https://doi.org/10.3390/diagnostics16091361 - 30 Apr 2026
Viewed by 455
Abstract
Background/Objectives: Automated brain tumor classification from MRI is particularly challenging when restricted to single post-contrast axial T1-weighted slices without volumetric or clinical context. Methods: We present a four-class (glioma, meningioma, pituitary tumor, no tumor) slice-level classification framework that combines a fine-tuned [...] Read more.
Background/Objectives: Automated brain tumor classification from MRI is particularly challenging when restricted to single post-contrast axial T1-weighted slices without volumetric or clinical context. Methods: We present a four-class (glioma, meningioma, pituitary tumor, no tumor) slice-level classification framework that combines a fine-tuned Swin-Tiny Transformer with inverse-frequency class-weighted learning and a prototype SMT-based symbolic auditing layer for post hoc logical consistency checks. All architectures were trained and evaluated under identical preprocessing, augmentation, optimization, and evaluation protocols. Results: On an internal clinical dataset from Bandırma Onyedi Eylül University Hospital (n = 8040 slices), Swin-Tiny achieved 97.42% slice-level accuracy (macro-F1 97.42%, macro-AUC 0.994), exceeding matched convolutional baselines by approximately eight percentage points. Five-fold stratified cross-validation confirmed stability (mean accuracy 97.40% ± 0.28%). Zero-shot evaluation on the independent BRISC-2025 dataset (n = 6000 slices) yielded 94.82% accuracy and macro-AUC 0.97, indicating maintained performance under acquisition-related distribution shift. Per-class metrics were consistently high across tumor types, with residual errors dominated by glioma–meningioma confusion, reflecting known radiologic overlap on single contrast-enhanced T1 slices. The symbolic auditing layer flagged 1.2–2.9% of predictions as constraint-violating; most such cases were borderline but correctly classified, suggesting sensitivity of heuristic thresholds rather than systematic model failure. Conclusions: These findings support the value of hierarchical shifted-window attention for integrating local texture and broader spatial context in slice-level MRI classification. While patient-wise, multimodal, and prospective validation remain necessary for clinical deployment, this study provides a controlled empirical benchmark and a prototype mechanism for post hoc logical auditing in neuro-oncologic imaging. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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17 pages, 1791 KB  
Article
AI-Enhanced Motion Capture for Multimodal Interaction in Chinese Shadow Puppetry Heritage
by Gaihua Wang, Hengchao Yun, Lixin Yang, Qingyuan Zheng and Tianmuran Liu
Multimodal Technol. Interact. 2026, 10(5), 46; https://doi.org/10.3390/mti10050046 - 28 Apr 2026
Viewed by 516
Abstract
This study examines how AI-enhanced motion capture (AI-MoCap) mediates the preservation, transmission, and re-creation of Chinese shadow puppetry as performative intangible cultural heritage. Through a state-of-the-art review and comparative analysis of three representative application models—technology-driven, culturally integrated, and entertainment-oriented—the paper explores how AI-MoCap [...] Read more.
This study examines how AI-enhanced motion capture (AI-MoCap) mediates the preservation, transmission, and re-creation of Chinese shadow puppetry as performative intangible cultural heritage. Through a state-of-the-art review and comparative analysis of three representative application models—technology-driven, culturally integrated, and entertainment-oriented—the paper explores how AI-MoCap supports the digitization of performative techniques while reshaping modes of cultural presentation and interaction. Cross-case comparison highlights recurring tensions between technical standardization and cultural authenticity while also indicating possibilities for symbolic reconstruction, contextual continuity, and ethically grounded design. Based on this comparison, the paper develops a dual-channel inheritance framework—“perception–symbol” and “design–performance”—and treats cultural resolution and digital ethics as analytical and normative principles for resisting algorithmic homogenization. Rather than functioning only as a digitization tool, AI-MoCap can be understood as a mediating mechanism whose cultural value depends on how it remains embedded in community-based performative logics, symbolic systems, and ethical boundaries. The resulting framework offers transferable guidance for future research, curation, training, and policy discussion in the digital safeguarding of performance-based heritage. Full article
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27 pages, 2987 KB  
Article
Laughing with a Message: The Subtle Power of Cartoons in Ghana’s Public Discourse and Communication
by Alexander Angsongna
Arts 2026, 15(5), 88; https://doi.org/10.3390/arts15050088 - 28 Apr 2026
Viewed by 710
Abstract
This study investigates the communicative power of editorial cartoons in Ghana’s public discourse, focusing on how they inform, critique, and influence sociopolitical narratives. Drawing on a dataset of cartoons by Tilapia—one of the country’s leading cartoonists—published between May 2024 and May 2025, the [...] Read more.
This study investigates the communicative power of editorial cartoons in Ghana’s public discourse, focusing on how they inform, critique, and influence sociopolitical narratives. Drawing on a dataset of cartoons by Tilapia—one of the country’s leading cartoonists—published between May 2024 and May 2025, the paper explores how cartoons address themes such as economic hardship, youth addiction, cultural values, environmental degradation, and political hypocrisy. The central question guiding this study is as follows: How do Tilapia’s editorial cartoons visually construct and critique key national issues—such as economic hardship, environmental degradation, youth addiction, and political hypocrisy—in Ghanaian public discourse? Guided by an integrated theoretical framework from semiotics, visual rhetoric, and critical metaphor theory, the analysis reveals how cartoons use humour, caricature, exaggeration, and symbolic imagery to simplify complex realities and foster civic reflection. The study highlights how cartoons serve not only to entertain but also to hold power to account, amplify public concerns, and promote sociopolitical engagement. Through detailed visual analysis of ten selected cartoons, the paper underscores their capacity to critique governance, expose contradictions, and reflect collective sentiment—especially during election cycles. Overall, the research affirms the evolving role of visual satire as a potent medium of resistance, cultural expression, and democratic participation in Ghana. By bridging visual culture and critical discourse, the paper contributes to broader understandings of the role of the media in shaping public perception and fostering informed citizenship. Full article
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17 pages, 531 KB  
Review
Symbolic Time Series Analysis: A Systematic Review with Entropy-Based Applications in Finance
by Joanna Olbryś
Information 2026, 17(5), 423; https://doi.org/10.3390/info17050423 - 27 Apr 2026
Viewed by 297
Abstract
This paper surveys symbolic encoding procedures that can be successfully utilized in various entropy-based applications. The existing studies indicate several important advantages of the symbolic time series analysis (STSA) in finance and economics, specifically in assessing informational content of financial time series. Data [...] Read more.
This paper surveys symbolic encoding procedures that can be successfully utilized in various entropy-based applications. The existing studies indicate several important advantages of the symbolic time series analysis (STSA) in finance and economics, specifically in assessing informational content of financial time series. Data symbolization comprises the conversion of a data series of many different possible values into a symbol series of only a few fixed values. The STSA procedures allow for capturing dynamic time-varying patterns of successive values in financial time series. Discretization techniques can reduce the noise and effectively filter the data. Particularly, they are robust to outliers. Moreover, symbolic encoding of information forms the basis for the Shannon’s mathematical theory of communication and the seminal concept of information entropy. Full article
(This article belongs to the Section Review)
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31 pages, 15106 KB  
Article
Pre-Heritagisation and the Cultural Sustainability of Classical Suzhou Gardens During China’s Modern Transformation: A Study of Periodical Discourse, 1870–1948
by Zhenzhen Guo, Zhengyi Tang, Jiamin Sun, Hongjun Zhou and Yijing Chen
Sustainability 2026, 18(9), 4282; https://doi.org/10.3390/su18094282 - 25 Apr 2026
Viewed by 1122
Abstract
The heritagisation of cultural landscapes is often understood as a state-led administrative process. At the same time, the discursive origins and adaptive mechanisms that precede formal designation remain underexplored, especially in relation to cultural sustainability. This study examines the pre-heritagisation of Suzhou’s classical [...] Read more.
The heritagisation of cultural landscapes is often understood as a state-led administrative process. At the same time, the discursive origins and adaptive mechanisms that precede formal designation remain underexplored, especially in relation to cultural sustainability. This study examines the pre-heritagisation of Suzhou’s classical gardens during China’s modern transformation by analysing periodical discourse published between 1870 and 1948. Using a mixed-methods approach that combines quantitative content analysis and Critical Discourse Analysis (CDA), it investigates 699 historical texts from the Index to Chinese Newspapers & Periodicals database. The findings reveal a dual discursive process. On the one hand, reports portrayed the gardens as accessible, multifunctional civic spaces through narratives of public use. On the other hand, literati discourse reinforced their classical value through historical memory and aesthetic preservation. Together, these tendencies show how the gardens were materially refunctioned and symbolically re-anchored under modern conditions. Rather than directly producing later heritage designation, this process helped create the socio-cultural conditions through which the gardens acquired broader public intelligibility, cultural legitimacy, and heritage-like meanings before formal institutional recognition. Full article
(This article belongs to the Section Tourism, Culture, and Heritage)
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28 pages, 7923 KB  
Article
Cultural Symbol Preferences of Visitors to Historical and Cultural Heritage Buildings: A Case Study of the Yellow Crane Tower Based on Social Media Data and Deep Learning
by Liyuan Li, Changzhi Zhang, Yibei Wang and Zack Lueng
Buildings 2026, 16(8), 1636; https://doi.org/10.3390/buildings16081636 - 21 Apr 2026
Viewed by 316
Abstract
Against the backdrop of expanding digital dissemination and experiential transformation in cultural heritage, visitors’ visual attention and symbolic choices increasingly shape heritage cognition and value transmission. Taking the Yellow Crane Tower as a case study, this research constructs a cultural symbol recognition dataset [...] Read more.
Against the backdrop of expanding digital dissemination and experiential transformation in cultural heritage, visitors’ visual attention and symbolic choices increasingly shape heritage cognition and value transmission. Taking the Yellow Crane Tower as a case study, this research constructs a cultural symbol recognition dataset based on visitor-shared social media images and develops an enhanced ResNet-50 model for multi-label analysis. By integrating attention mechanisms and regularisation strategies, the model improves its capacity to capture complex cultural imagery, achieving a macro F1 score of 72.70% and a micro F1 score of 81.05% on the test set, indicating strong generalisation performance. The results reveal a significant imbalance in visual preferences: landmark symbols centred on the main architectural structure dominate at 32.95%, whereas culturally informative elements such as signage, cultural products, and interpretive facilities each account for less than 5%. Tag co-occurrence analysis further identifies three image production patterns: commemorative presentation, contextual documentation, and detail-oriented cultural photography reflecting different levels of heritage perception. Rather than directly proposing prescriptive strategies, the findings provide an empirical basis for informing future interventions aimed at shifting from landmark-focused viewing to deeper cultural perception. In this way, the study contributes to heritage display optimisation and research on visitor visual behaviour. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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11 pages, 214 KB  
Entry
Social Washing and Authentic Accountability
by Charles Tong-Lit Leung
Encyclopedia 2026, 6(4), 92; https://doi.org/10.3390/encyclopedia6040092 - 20 Apr 2026
Viewed by 852
Definition
Social washing refers to the strategic exaggeration or misrepresentation of an organisation’s commitment to social responsibility, ethical governance, or social impact without corresponding substantive action. It typically operates through selective disclosure, symbolic initiatives, or performative communication that aligns the organisation with socially desirable [...] Read more.
Social washing refers to the strategic exaggeration or misrepresentation of an organisation’s commitment to social responsibility, ethical governance, or social impact without corresponding substantive action. It typically operates through selective disclosure, symbolic initiatives, or performative communication that aligns the organisation with socially desirable values—such as equity, human rights, community development, or inclusion—while underlying practices remain unchanged, weakly evidenced, or contradictory. The concept belongs to the wider family of “washing” phenomena associated with corporate social responsibility (CSR) and environmental, social, and governance (ESG) frameworks, especially the difficult-to-measure social (“S”) pillar. By contrast, authentic accountability refers to governance and reporting practices that connect institutional commitments to verifiable social outcomes and discernible improvements in human well-being. The institutionalisation of ESG frameworks has raised expectations of corporate responsibility while also enlarging the scope for reputational manipulation. Within this setting, social washing has become relevant not only to social policy and sustainable development debates, but also to corporate governance, ESG evaluation, and cross-sector partnership practice. This entry examines how organisations construct narratives of social responsibility that do not necessarily correspond to substantive social outcomes. It also argues that such distortions matter both for welfare systems and civil-society actors and for ESG assessment, reputational signalling, and the interpretation of social performance in market settings. Full article
(This article belongs to the Collection Encyclopedia of Social Sciences)
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