Journal of Global Trends in Social Science
type: channel
description: Journal of Global Trends in Social Science (JGTSS) is an international, peer-reviewed, open access academic journal committed to publishing cutting-edge research and fostering interdisciplinary dialogue in the social sciences. JGTSS provides a platform for scholars, practitioners, and policymakers to share insights and engage in discussions about emerging trends, global challenges, and transformative opportunities in the field. Official Partner of the Center for Surrounding Communication Studies, Peking University
publisher: Jandoo Press
language: en
publication name: Journal of Global Trends in Social Science
issn: 2760-2508
items: Research on the Construction of Tourism Scenarios and the Reshaping of Relationships in Intelligent Media Environments— A Case Study of Short Videos
items: Cross-Dimensional Representation of Space and Memory: A Multi-Sensory Communication Study of Science and Technology Museums through the Perspective of Artistic Narrative
items: Construction and Empirical Analysis of an AHP-Based Decision Model for Enterprise Accounts Payable Clearance
items: The Formation and Development of China's Art Education System: A Study Based on Historical Context and Policy Practice
items: From Spatial Production to Memory Production: The Inscription Mechanism as an Analytical Model in Heritage Contexts
items: Policy–space interactions in urban and regional development: A systematic review with a focus on policy spatial footprints
items: A Study on the Pathways of Immersive Technology Empowering the Dissemination of China’s Red-Culture
items: Competing for International Discourse Power in the Digital Platform Era An Embedded Model and Case Analysis
items: Research on the Development Mechanism and Practical Path of Digital Tourism Economy Under Environmental Constraints
items: Development Pathways for Low-Altitude Technology and Engineering Disciplines under the Perspective of “Extraordinary” Deployment
items: The Scars of Memory, the Trap of Desire, and the Mirror of Class
items: Narrative Features of Planting Design
items: Identification and Optimization of Attractive Territorial Spaces in Gansu Province Based on the Supply-Demand Ratio of Ecosystem Services
items: British Colonial Strategy in Malaya in the 19th Century
items: A Study on the Intervention of Inattentive Behaviors in Children With Moderate Intellectual Disabilities Based on Positive Behavior Support
items: AIGC Words and the Lexical System in the Digital and Intelligent Era
items: GRU-Enhanced Attention Mechanism for LSTM in Hybrid CNN-LSTM Models for Stock Prediction
items: A Swot Analysis of the Construction of a National Junior Paddleboard Instructor Training Course
items: Madama Butterfly
items: Bargaining Power and Market Turning of Export-Oriented Firms in the Context of Anti-Globalization
items: Adaptive Portfolio Optimization via PPO-HER
items: From Restriction to Rebalancing
items: Research on The Correlation between Investments in Various Industries Based on Regression Model
items: Transpersonal Psychology and Social Transformation
items: Machine Learning-Based Search Strategy for Water Object Retrieval in Cultural Tourism Safety Contexts
items: Rivers as Media
items: Research on Interactive Display Design of Popular Science Public Space Based on Information Dissemination Theory
items: Financial Data Analysis and Forecast Report of Apple Inc. Using the 3D-IDPT Model of IRM-Projecting 2024-2026 Data Based on 2021-2023 Data
items: “Rooster Coop” and “Jungle”
items: A Corpus-assisted Discourse Analysis of the American and British Media Reports on the Discharge of Water from Fukushima

Research on the Construction of Tourism Scenarios and the Reshaping of Relationships in Intelligent Media Environments— A Case Study of Short Videos
type: item
description: With the development of mobile internet technology, the communication ecosystem has undergone significant changes, and the tourism industry’s content presentation has gradually shifted from text and images to short videos. This shift has enhanced the efficiency of the tourism supply and demand chain and created an open, interactive, and multi-directional new type of tourism scene for users. This study, based on scene theory and social network theory, explores the production and diffusion process of tourism short videos within the framework of “new media—new scene—new behavior—new impact.” Through case studies and in-depth interviews, the research analyzes the construction of tourism scenes and their reshaping of social relationships. The study argues that the construction of short video tourism scenes involves three key elements: place, user activities, and space. Furthermore, new behavior patterns emerge through human-computer interaction, driving multi-dimensional interactions between people and landscapes, people and other people, and people and goods. Ultimately, the diffusion of short videos reshapes social relationships at three levels: between individuals, between individuals and scenes, and between scenes and spaces. This process fosters the integration and complementarity of real and virtual spaces.
subject: Research Article
  topic: section
subject: Short videos; Tourism scenarios; Relationship reshaping; Five Forces of Scenario.
  topic: keywords
creator: lina Che
creator: Chaunggang Li
rights: Copyright (c) 2026 lina Che, Chaunggang Li (Author) https://creativecommons.org/licenses/by/4.0
date: 2026-01-31
publication date: 2026-01-31
doi: 10.70731/ngkrj390

Cross-Dimensional Representation of Space and Memory: A Multi-Sensory Communication Study of Science and Technology Museums through the Perspective of Artistic Narrative
type: item
description: In an era where digital technology profoundly reshapes cultural experiences, science and technology museums are undergoing a pivotal transition from static, knowledge-authoritative exhibition halls to dynamic, public-participatory experiential venues. This study focuses on the core perspective of artistic narrative, aiming to systematically explore how science and technology museums achieve paradigm innovation in scientific communication through cross-dimensional sensory representation. The article indicates that effective communication of scientific knowledge has evolved from purely visual presentation into a multi-sensory collaborative design practice unified under artistic narrative thinking. Through deep analysis of cutting-edge science museum cases globally, this study reveals how the perceptual structure ‘visual narrative-auditory landscape-olfactory awakening-tactile interaction’ is artistically rendered. This approach integrates abstract scientific principles with grand technological narratives, forging immersive, empathetic, and embodied physical experiences and collective memories for the public. Cross-dimensional representation grounded in artistic narrative not only reshapes the physical and psychological space of museums as ‘sites of memory,’ but also establishes a new communicative paradigm linking cognition, emotion, and values, provides theoretical pathways and practical strategies for the innovative development of future science and technology museums.
subject: Case Study
  topic: section
subject: artistic narrative
  topic: keywords
subject: science and technology museum
  topic: keywords
subject: multi-sensory communication
  topic: keywords
subject: spatial representation
  topic: keywords
subject: cultural memory
  topic: keywords
creator: Shuyang Shi
rights: Copyright (c) 2026 Shuyang Shi (Author) https://creativecommons.org/licenses/by/4.0
date: 2026-01-31
publication date: 2026-01-31
doi: 10.70731/av6c1090

Construction and Empirical Analysis of an AHP-Based Decision Model for Enterprise Accounts Payable Clearance
type: item
description: Taking the accounts payable of A Power Grid Enterprise as the research object and combining value chain theory, this study selects the Analytic Hierarchy Process (AHP) as the method to determine the weight of factors influencing accounts payable payment. It constructs a payment decision model for accounts payable to provide risk warning references for accounts payable management. The model's operability is tested through a practical case application, aiming to offer ideas and references for improving accounts payable management in similar enterprises.
subject: Research Article
  topic: section
subject: Account Clearance; Accounts Payable; Analytic Hierarchy Process (AHP)
  topic: keywords
creator: chuangang Li
creator: lina Che
rights: Copyright (c) 2026 chuangang Li, lina Che (Author) https://creativecommons.org/licenses/by/4.0
date: 2026-01-31
publication date: 2026-01-31
doi: 10.70731/ey0n9808

The Formation and Development of China's Art Education System: A Study Based on Historical Context and Policy Practice
type: item
description: Taking the historical evolution of China's art education system as the main line, combined with policy changes, educational practice and cultural context, this paper divides its development process into four core stages: Modern Germination (1901-1949), Transformation and Adjustment (1949-1978), Recovery and Expansion (1980s-1990s), and Deepened Reform (2000-present). By systematically sorting out the foundational practice of Cai Yuanpei's thought of "aesthetic education replacing religion", the localization adaptation of the Soviet teaching model, the academic system innovation of early new-style art schools, and the dynamic adjustment of policies in different periods, this study deeply analyzes the transformation logic of China's art education system from the traditional master-apprentice system to the modern classroom teaching system, from elite training to popularization, and from a single style orientation to diversified and innovative development. Based on the core data and cases of 10 authoritative literatures, the research confirms that policy orientation and cultural integration are the core driving forces for the system's evolution, while digital transformation, interdisciplinary integration and educational equity constitute the key issues of contemporary reform.
subject: Review Article
  topic: section
subject: China's art education
  topic: keywords
subject: system evolution
  topic: keywords
subject: aesthetic education thought
  topic: keywords
subject: policy practice
  topic: keywords
subject: teaching transformation
  topic: keywords
subject: cultural integration
  topic: keywords
creator: Yiran Tian
creator: Bolodko V.F.
rights: Copyright (c) 2026 Yiran Tian, Bolodko V.F. (Author) https://creativecommons.org/licenses/by/4.0
date: 2026-01-31
publication date: 2026-01-31
doi: 10.70731/tfy1wy22

From Spatial Production to Memory Production: The Inscription Mechanism as an Analytical Model in Heritage Contexts
type: item
description: Heritage spaces are commonly treated as stable containers of historical meaning, yet their significance is continuously produced, mediated, and reactivated through spatial arrangements, visual representations, and social practices. Although theories of spatial production and collective memory have each addressed aspects of this process, the mechanisms connecting spatial production to memory production remain insufficiently articulated. This article introduces the inscription mechanism as an analytical model for understanding how collective memory is produced in heritage contexts. Drawing on Paul Ricoeur’s concept of inscription and the medial turn in spatial theory, inscription is conceptualized as a mediating process operating across temporal, spatial, visual, and practical dimensions. The article develops a four-dimensional model that highlights the governing role of temporal organization in coordinating memory activation. By reframing heritage spaces as memory-producing systems, this study offers a theoretical and methodological framework for future research on spatial narratives and public memory.
subject: Research Article
  topic: section
subject: inscription mechanism
  topic: keywords
subject: spatial production
  topic: keywords
subject: collective memory
  topic: keywords
subject: heritage space
  topic: keywords
creator: Zhen Liu
rights: Copyright (c) 2026 Zhen Liu (Author) https://creativecommons.org/licenses/by/4.0
date: 2026-01-31
publication date: 2026-01-31
doi: 10.70731/th9c8d11

Policy–space interactions in urban and regional development: A systematic review with a focus on policy spatial footprints
type: item
description: Amid slowing urbanisation, tightening climate constraints and growing fiscal pressures, the spatial consequences of public policy have become a central concern in urban and regional research. Yet most empirical studies still represent policy exposure with coarse buffers, administrative units or stylised scenarios, which makes it difficult to disentangle the effects of overlapping instruments and governance arrangements. This review synthesises peer-reviewed work published mainly between 2020 and 2025 that explicitly links public policies—particularly land-use regulation, transport and mobility interventions, environmental and climate policies, and selected social and health measures—to spatially explicit outcomes such as land prices, urban form, emissions and socio-spatial inequality. Drawing on Web of Science and Scopus searches complemented by targeted snowballing, we retain studies that (i) conceptualise policy as a spatially delimited intervention and (ii) employ explicit spatial indicators of exposure and outcome. Within this corpus, the Policy Spatial Footprint (PSF) framework is highlighted as one representative approach that converts legal and planning clauses into auditable geometries with time stamps and intensity levels and, in the Yangtze River Delta case, combines network-time exposure with staggered difference-in-differences models to identify land-value capitalisation effects. Across domains, we find persistent sectoral fragmentation, short time horizons and a marked geographical bias towards large cities in Europe, North America and China, with small cities, peri-urban areas and the Global South under-represented. Methodologically, recent studies advance spatial econometrics, quasi-experimental designs, remote sensing and digital-twin infrastructures, but open, standardised spatial policy datasets remain rare. The review proposes a policy–space–outcome framework anchored by PSF, outlines priorities for multi-scale causal designs, open PSF repositorie…
subject: Review Article
  topic: section
creator: Mado Nakamura
rights: Copyright (c) 2025 Mado Nakamura (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-12-08
publication date: 2025-12-08
starting page: 38
ending page: 68
doi: 10.70731/swapm717

A Study on the Pathways of Immersive Technology Empowering the Dissemination of China’s Red-Culture
type: item
description: This article analyzes how the immersive technology rejuvenates the dissemination of the revolutionary culture of China, taking the Guizhou Long March Digital Technology Art Museum (Red Ribbon) as an example to follow the dual transformation of the revolutionary culture in terms of narrative approaches and value dimensions in the digital media context. Research shows that the immersive technology transforms static displays into navigable historical sites through virtual scenes and symbolic reconstruction, and transforms the audience from spectators to participants through embodied experiences and interactive narratives. When emotions are triggered by the environment, value cognition crystallizes into self-awareness. This technological intervention does not only innovate dissemination formats, but also creates new trajectories for the reproduction of cultural and social values, providing a reproducible paradigm for sustaining red culture in the new era and crafting its overseas narratives.
subject: Case Study
  topic: section
subject: Immersive technology
  topic: keywords
subject: Red cultural heritage
  topic: keywords
subject: Immersive communication
  topic: keywords
creator: Fan Yang
creator: Yanling Wang
creator: Jie zhang
creator: Zongye GU
creator: Hami Lei
rights: Copyright (c) 2025 Fan Yang, Yanling Wang, Jie zhang, Zongye GU, Hami Lei (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-11-30
publication date: 2025-11-30
starting page: 31
ending page: 37
doi: 10.70731/sbcshh09

Competing for International Discourse Power in the Digital Platform Era An Embedded Model and Case Analysis
type: item
description: Discourse possesses the capacity to shape reality, and the concept of “discourse power” continues to evolve alongside transformations in global communication. Digital platforms, by virtue of their vast user bases and extensive data resources, have restructured multiple dimensions of social life and emerged as a key arena for contesting international discourse power. This study develops an embedded model of digital platforms and international discourse power by examining their theoretical implications, strategic orientations, and structural interconnections. Using TikTok and Twitter as illustrative cases, it analyzes how major powers engage in discourse competition within the digital platform environment. The findings suggest that international discourse power in the platform era follows a logic of contestation for dominance, characterized by competition over capital, content, and technology—injecting new variables and uncertainties into the global communication order. Looking ahead, artificial intelligence will play an increasingly central role, discourse dissemination mechanisms will continue to innovate, and the development of autonomous, internationally recognized digital platforms will be imperative.
subject: Thematic Section: Surrounding Communications Research
  topic: section
subject: International Discourse Power
  topic: keywords
subject: Digital Platform
  topic: keywords
subject: International Communication
  topic: keywords
subject: Digital Geopolitics
  topic: keywords
creator: Ruotong Yi
creator: Jianfeng Zhang
rights: Copyright (c) 2025 Ruotong Yi, Jianfeng Zhang (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-11-30
publication date: 2025-11-30
starting page: 1
ending page: 9
doi: 10.70731/5m5n5e91

Research on the Development Mechanism and Practical Path of Digital Tourism Economy Under Environmental Constraints
type: item
description: Against the backdrop of the global digital transformation of tourism and the growing urgency of ecological protection, digital technology has become a crucial link in balancing tourism economic growth and sustainable environmental development. This study comprehensively adopts the literature research method, multi-case comparative analysis, and field investigation. It systematically integrates theories of digital tourism, environmental economics, and sustainable development to construct a "Digital Technology-Environmental Management-Tourism Economy-Educational Empowerment" Four-Dimensional Interactive Theoretical Model. Taking three empirical cases—Sanjiangyuan World Heritage Site in Yunnan (ecologically sensitive scenic area), Xixi National Wetland Park in Hangzhou (mature tourist scenic area), and Huangshan Geological Study Tour Base in Anhui (study tour scenario)—the research deeply analyzes the application mechanisms and effects of digital technology in environmental monitoring, passenger flow regulation, experience enhancement, and educational empowerment. The results show that through the progressive action path of "intelligent monitoring-dynamic regulation-immersive experience-educational collaboration," digital technology can increase the efficiency of ecological early warning responses by over 40%, reduce tourist flow in core ecological areas by 30%, and lower energy consumption per tourist in scenic areas by 26%. However, issues such as insufficient technological adaptability (e.g., a 23% failure rate of IoT devices in remote areas), cross-departmental data sharing barriers (less than 30% data utilization rate), and long investment return cycles (an average of 3.5 years) still significantly restrict development effectiveness. The conclusions of this study provide differentiated practical paths for constructing an environmentally friendly digital tourism economic system in different types of scenic areas and offer empirical support for improving the theory …
subject: Research Article
  topic: section
subject: Digital Tourism Economy
  topic: keywords
subject: Ecological Protection
  topic: keywords
subject: Four-Dimensional Interactive Model
  topic: keywords
subject: Technological Adaptability
  topic: keywords
subject: Study Tour
  topic: keywords
subject: Sustainable Development
  topic: keywords
creator: Yuhao Gu
creator: Yanhui Wang
creator: Xianpeng Wang
creator: Zining Wang
rights: Copyright (c) 2025 Yuhao Gu, Yanhui Wang, Xianpeng Wang, Zining Wang (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-12-01
publication date: 2025-12-01
doi: 10.70731/bbwczm87

Development Pathways for Low-Altitude Technology and Engineering Disciplines under the Perspective of “Extraordinary” Deployment
type: item
description: As a national strategic emerging industry, the low-altitude economy boasts a vast market scale and promising industrial prospects. However, it lacks a compatible disciplinary system. Therefore, in June 2025, the Office of the Academic Degrees Committee of the State Council launched a pilot program for the extraordinary deployment of cross-disciplinary degree-granting points in low-altitude technology and engineering, aiming to systematically cultivate high-caliber talent for the sector. This paper reviews the current status of low-altitude economic development at home and abroad, examines the establishment of relevant academic programs in higher-education institutions, and analyzes the requirements for this degree-point deployment. Based on the official list released by the Academic Degrees & Graduate Education Development Center of the Ministry of Education, 131 universities have applied to establish or rename 136 first-level interdisciplinary disciplines, second disciplines outside the catalog, or self-initiated interdisciplinary programs. To support the trillion-yuan market and the safe, sound development of the low-altitude economy, the study proposes policy breakthroughs, disciplinary restructuring, and regional collaboration.
subject: Research Article
  topic: section
subject: Discipline Construction
  topic: keywords
subject: Low-Altitude Technology and Engineering
  topic: keywords
subject: Talent Cultivation
  topic: keywords
creator: Yue Chen
creator: Qian Liu
creator: Guopei Chen
creator: Dejun Hu
creator: Li Dong
rights: Copyright (c) 2025 Yue Chen, Qian Liu, Guopei Chen, Dejun Hu, Li Dong (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-11-30
publication date: 2025-11-30
starting page: 22
ending page: 30
doi: 10.70731/8jm69q64

The Scars of Memory, the Trap of Desire, and the Mirror of Class
type: item
description: Bong Joon-ho's films are renowned for their profound revelation and critique of South Korean social realities. This paper interprets the social allegories in Bong Joon-ho's films, such as Parasite, Memories of Murder, Snowpiercer, The Host, and Mother, through the lens of the scars of memory, the trap of desire, and the mirror of class. The films touch upon the collective "scars of memory" of the Korean people, demonstrating the historical causes and social impact of the "Han" cultural psychology through metaphors and representations of historical traumatic events. Employing Lacan's psychoanalytic theory, this paper analyzes the "trap of desire" – the alienation of characters in the context of capitalism, revealing the anxiety and loss of the lower class in the pursuit of the "ideal self." Furthermore, these films construct a "mirror of class" that reflects the solidification of social hierarchy and the disparity between the rich and the poor in South Korean society by depicting the living conditions of different classes. Bong Joon-ho's cinematic allegories are not only artistic representations of social issues in South Korea but also provide profound insights into understanding the universal problems of class conflict, human alienation, and historical memory in contemporary society.
subject: Research Article
  topic: section
subject: Bong Joon-ho
  topic: keywords
subject: Class Allegory
  topic: keywords
subject: Desire Narrative
  topic: keywords
subject: Scars of Memory
  topic: keywords
subject: Korean Cinema
  topic: keywords
subject: Social Critique
  topic: keywords
creator: Ying Ma
rights: Copyright (c) 2025 Ying Ma (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-01-27
publication date: 2025-01-27
doi: 10.70731/wch2w769

Narrative Features of Planting Design
type: item
description: The narrative character of planting design is the fun of landscapes, telling stories and morals in a unique way in planning. When the landscape stimulates our multiple senses, it even has a great impact on our behavior, our views, and our psychological perception of the world. The way of landscaping tells stories or conveys ideas from four planting design angles, including the symbolic meanings of plants, dynamic storytelling, philosophical design and contrast with Eden. It reflects the importance of a successful landscape and public values, and enhance the interaction with public emotion. This paper provides a detailed exposition of methods and specific scenarios for creating narrative landscapes through the use of plants, drawing on examples from classical gardens in various countries, including Europe, England, and China. This study aims to organize and summarize the cultural symbols present in planting design, clarify the expressive techniques of narrative landscapes through plant design, and provide theoretical insights for interpreting and understanding classical gardens, as well as practical support for future landscape design endeavors.
subject: Research Article
  topic: section
subject: Narrative Feature
  topic: keywords
subject: Planting Design
  topic: keywords
subject: Landscape Architecture
  topic: keywords
creator: Manqing Yao
rights: Copyright (c) 2025 Manqing Yao (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-01-27
publication date: 2025-01-27
doi: 10.70731/704eh045

Identification and Optimization of Attractive Territorial Spaces in Gansu Province Based on the Supply-Demand Ratio of Ecosystem Services
type: item
description: High-quality Attractive Territorial Spaces (ATS) are key to enhancing national territorial space quality. This study proposes a systematic framework for identifying and optimizing ATS, integrating ecosystem service (ES) supply-demand analysis, driving factor detection, ATS identification, landscape pattern analysis, and optimization strategies. Key findings include: (1) Significant spatial imbalances in ES supply-demand in Gansu Province, with the west as a vital water source and carbon sink and the east excelling in cultural services. (2) NDVI and population are primary factors driving ES spatial differences, influencing carbon sequestration, recreation, and aesthetic landscapes. (3) Urban and ecological spaces exhibit fragmentation, while agricultural spaces lack diversity and connectivity. The Attractiveness Territorial Index (ATI) aligns with Gansu’s spatial planning, providing targeted strategies to improve territorial space value and quality while protecting attractiveness elements.
subject: Research Article
  topic: section
subject: Attractive Territorial Spaces
  topic: keywords
subject: Ecosystem Service Supply-Demand Ratio
  topic: keywords
subject: Geographic Detector
  topic: keywords
subject: Landscape Pattern Analysis
  topic: keywords
subject: Strategy Matrix for Attractive Territorial Spaces
  topic: keywords
creator: Yaqi Wang
rights: Copyright (c) 2025 Yaqi Wang (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-01-27
publication date: 2025-01-27
doi: 10.70731/dqfm7k95

British Colonial Strategy in Malaya in the 19th Century
type: item
description: The Industrial Revolution drove Britain’s globally strategy in the 19th century, which saw the Malay Peninsula’s geographic location and resources as key. The process of British colonization in Malaysia was as much the result of deliberate strategic planning as it was of geopolitical in rivalry and flexibility. Britain progressively increased its authority over the Malacca Straits by managing tin and rubber assets. And it would strengthen her hold over the area. Britain first focused mostly on the security of shipping in the Indian Ocean. It did not see the strategic value of the Malay Peninsula until rivalry with other powers increased. Adopting “informal imperialism” and “sub-im-perialism,” Britain indirectly controlled the Malay area by means of trade control and cooperation with local the rich and famous. And its lower the cost of conflict but also causing social divisions and laying the seeds of later ethnic conflicts and independence movements. British colonial advances on the Malay Peninsula mixed global strategies and geopolitical reality is unspoken threats due to the variety and complexity of imperialism.
subject: Research Article
  topic: section
subject: British Empire
  topic: keywords
subject: Malaya
  topic: keywords
subject: Colonialism
  topic: keywords
subject: International Politics
  topic: keywords
creator: Yutong Wen
creator: Chenglin Liu
rights: Copyright (c) 2025 Yutong Wen, Chenglin Liu (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-02-28
publication date: 2025-02-28
starting page: 16
ending page: 20
doi: 10.70731/nbnvqf62

A Study on the Intervention of Inattentive Behaviors in Children With Moderate Intellectual Disabilities Based on Positive Behavior Support
type: item
description: This study evaluated the use of Positive Behavior Support (PBS) based on Functional Behavioral Assessment (FBA) to reduce inattentive behaviors in children with moderate intellectual disabilities. Employing a multiple-base-line design, three 15-year-old male students from a special education school in Shandong participated in individualized interventions lasting 9–15 sessions. Strategies included classroom environment adjustments, behavior cues, differential reinforcement, and timely behavioral interruptions. Results showed substantial reductions in inattentive behaviors across all three cas-es, with Case J showing the greatest improvement (from 11.78 to 2.45 in-stances per session), followed by Cases W and G, with decreases of 6.44 and 4.97, respectively. All cases had a Tau effect size of 1.00, reflecting strong intervention effectiveness. Participants also displayed enhanced fo-cus, self-regulation, and quality of life, as reported by teachers and parents. However, limitations such as short intervention durations and limited parent involvement were noted, pointing to the need for extended interventions and stronger home-school partnerships. Overall, PBS proved to be an effective and flexible approach to improving classroom behaviors and social adapt-ability in children with moderate intellectual disabilities.
subject: Research Article
  topic: section
subject: Positive Behavior Support
  topic: keywords
subject: Functional Behavioral Assessment
  topic: keywords
subject: Moderate Intellectual Disabilities
  topic: keywords
subject: Special Education
  topic: keywords
creator: Ziai Liu
creator: Yixin Li
creator: Xiaodi Xie
creator: Hanjie Zhang
creator: Mingyu Ye
rights: Copyright (c) 2025 Ziai Liu, Yixin Li, Xiaodi Xie, Hanjie Zhang, Mingyu Ye (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-02-28
publication date: 2025-02-28
starting page: 31
ending page: 45
doi: 10.70731/2x0a9r39

AIGC Words and the Lexical System in the Digital and Intelligent Era
type: item
description: This study uses a corpus generated by ChatGPT to apply cognitive linguis-tics, philosophy of technology, and sociolinguistics in analyzing how genera-tive AI impacts the Chinese lexical system. Grounded in the “replication-variationselection” model of language evolution, the research finds that ab-stract concepts created by AI mimic human conceptual systems via “algo-rithmic metaphors,” yet lack experiential grounding. Platform algorithms re-structure language dissemination, establishing a “digital register” communi-cation hierarchy, while the technological framework leads to a vocabulary hollowing effect, necessitating a new “algorithm governance” dimension in language planning. The study offers a theoretical framework for human-ma-chine language interaction, suggests AI language ethics policies, and rede-fines traditional language evolution models by proposing a three-stage process: “variation-algorithm screening-platform diffusion.” It extends meme theory, identifying “technological memes” as engineering-driven replications. Practically, it provides strategies for language planning by advocating trans-parency, diversity, and morality as core algorithm planning principles, help-ing to address language alienation, maintain a dynamic balance between innovation and standardization, and support effective communication and the healthy evolution of language in the age of generative AI.
subject: Research Article
  topic: section
subject: Generative AI
  topic: keywords
subject: Algorithmic Metaphor
  topic: keywords
subject: Digital Register
  topic: keywords
subject: Technological Gestell
  topic: keywords
subject: Language Planning
  topic: keywords
creator: Mingyang Shen
rights: Copyright (c) 2025 Mingyang Shen (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-02-28
publication date: 2025-02-28
starting page: 1
ending page: 15
doi: 10.70731/gx4d0d71

GRU-Enhanced Attention Mechanism for LSTM in Hybrid CNN-LSTM Models for Stock Prediction
type: item
description: We propose a novel GRU-enhanced attention mechanism integrated into LSTM layers to improve stock prediction accuracy in hybrid CNN-LSTM models. The proposed method dynamically adjusts the importance of different time steps by combining the strengths of GRUs and attention mechanisms, thereby capturing temporal dependencies more effectively in volatile financial time series. The GRU processes the input sequence to generate hidden states, which are then weighted by an attention mechanism to compute a context vector. This context vector is fed into the LSTM layer, enabling the model to focus on the most relevant time steps and enhance its ability to handle non-stationarity and noise. The integration of GRU-enhanced attention into LSTM allows the model to better capture long-term dependencies and temporal patterns, which are critical for accurate stock prediction. Experimental results demonstrate that the proposed approach outperforms traditional methods in terms of prediction accuracy and robustness, particularly in scenarios with high market volatility. Furthermore, the model’s adaptability to varying time scales and its ability to filter out irrelevant information make it a promising tool for financial time series analysis. The proposed method not only advances the state-of-the-art in stock prediction but also provides a framework for integrating attention mechanisms into other sequential data tasks.
subject: Research Article
  topic: section
subject: Financial Time Series
  topic: keywords
subject: GRU-Enhanced Attention Mechanism
  topic: keywords
subject: Hybrid CNN-LSTM Model
  topic: keywords
subject: Stock Prediction
  topic: keywords
subject: Deep Learning
  topic: keywords
creator: Jiahui Zhang
creator: Laipeng Yan
rights: Copyright (c) 2025 Jiahui Zhang, Laipeng Yan (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-03-31
publication date: 2025-03-31
starting page: 10
ending page: 17
doi: 10.70731/rzvs8j53

A Swot Analysis of the Construction of a National Junior Paddleboard Instructor Training Course
type: item
description: The purpose of this review is to analyse the current situation of junior pad-dleboard instructor training courses in China, and to explore their strengths, weaknesses, opportunities and challenges, in order to promote the stan-dardised development of instructors, raise awareness of water sports safe-ty, and encourage the consumption of fitness and sports tourism for all. This study used questionnaire data from 103 junior coaches to comprehensively assess the current situation of paddleboard coaches in China. The results of the study show that the strengths of China's paddleboard instructor train-ing courses lie in the abundance of university resources, frequent races and a relatively complete curriculum system; the weaknesses lie in the incom-plete curriculum system, inadequate safety services, small market capacity and unclear policy on water development. Opportunities lie in national sup-port for the development of outdoor sports, and threats are mainly the lack of training funds. The conclusion is that there is still much room for im-provement in China's paddleboard instructor training courses, and exces-sive competition should be avoided, focusing on experience, consumption and cultural promotion, and promoting the development of sports tourism and the industrial chain. It is recommended to enrich the course content, provide career development channels, strengthen instructor training, and establish a systematic and efficient instructor training mechanism
subject: Research Article
  topic: section
subject: Paddleboarding
  topic: keywords
subject: Course Construction
  topic: keywords
subject: Swot Analysis
  topic: keywords
subject: Junior Coaches
  topic: keywords
creator: Jiahui Li
creator: Yabin He
rights: Copyright (c) 2025 Jiahui Li, Yabin He (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-03-31
publication date: 2025-03-31
starting page: 44
ending page: 48
doi: 10.70731/pr1wwk40

Madama Butterfly
type: item
description: The Italian opera Madama Butterfly, which was created in the early 20th century, is one of the representative works of Western art that integrates Eastern elements. This paper examines the evolution of Madama Butterfly in its global dissemination and explores how power dynamics within a colonial context have shaped Western perceptions of Japan and its cultural hierarchy. It focuses on the shaping, dissemination and reproduction of the image of Asian women in Western art works, revealing how they have been symbolized and commodified, gradually solidifying into stereotypes of submission, sacrifice, and tragedy to align with Western aesthetic and cultural expectations. At the same time, it explores how Madama Butterfly has been reinterpreted in different historical stages, especially in the context of the awakening of Asian cultural subject consciousness, how Japan and other Asian countries reflect on and challenge the image of the East created by the West through reinterpretation and adaptation. The study reveals that the dissemination of Madama Butterfly not only reflects Western cultural hegemony in shaping Asian identities but also underscores the dynamic nature of cultural exchange. In the process of globalization, Asian nations are increasingly transitioning from passive recipients to active cultural agents, driving the reconstruction and critique of Orientalist narratives.
subject: Research Article
  topic: section
subject: Surrounding Communication
  topic: keywords
subject: Orientalism
  topic: keywords
subject: Cultural Mobility
  topic: keywords
subject: Madama Butterfly
  topic: keywords
creator: Hongling Wu
creator: Jianfeng Zhang
rights: Copyright (c) 2025 Hongling Wu, Jianfeng Zhang (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-03-31
publication date: 2025-03-31
starting page: 37
ending page: 43
doi: 10.70731/epk65524

Bargaining Power and Market Turning of Export-Oriented Firms in the Context of Anti-Globalization
type: item
description: Against the background of reverse globalization and the new development pattern, to address the market strategy choice problem of Chinese export-oriented enterprises, this paper takes the supply chain bargaining power as the entry point to construct a theoretical framework of corporate bargaining power and market steering. It argues that bargaining power leads to the dif-ferentiated market steering behavior of Chinese export-oriented enterprises. Based on the above logic, the analysis of empirical data from Chinese ex-portoriented firms from 2009 to 2020 reveals that: corporate bargaining power has a positive relationship with the market steering of export-oriented firms; the impact of bargaining power on the market steering of export-ori-ented firms is enhanced in both cases of a larger institutional distance ratio and non-state-owned firms. The findings of this paper enrich the research results on reverse internationalization of firms and are also instructive for the dual-cycle strategy currently being implemented by the Chinese gov-ernment.
subject: Research Article
  topic: section
subject: Firms' Bargaining Power
  topic: keywords
subject: Export-Oriented Firms
  topic: keywords
subject: Market Shifts
  topic: keywords
subject: Reverse Globalization
  topic: keywords
creator: Zhanlingyan Guo
creator: Yuzhong Zhou
rights: Copyright (c) 2025 Zhanlingyan Guo, Yuzhong Zhou (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-03-31
publication date: 2025-03-31
starting page: 18
ending page: 26
doi: 10.70731/909p4d46

Adaptive Portfolio Optimization via PPO-HER
type: item
description: We propose PPO-HER, a novel reinforcement learning framework for adaptive portfolio optimization in non-stationary markets, which integrates Proximal Policy Optimization (PPO) with Hindsight Experience Replay (HER) to address sparse rewards and dynamic market conditions. The proposed method reformulates the portfolio optimization problem as a goal-conditioned Markov Decision Process, where the agent learns to reallocate assets by processing spatiotemporal market data through a Transformer-based actor network. The reward function combines logarithmic returns, risk penalties, and sparse bonuses, while HER relabels suboptimal trajectories to improve sample efficiency. Moreover, the architecture employs a TimeSformer for cross-asset attention and a GRU-based critic with spectral normalization to stabilize training. Experimental results demonstrate that PPO-HER outperforms conventional methods in terms of risk-adjusted returns, particularly during regime shifts detected by an auxiliary Changepoint-LSTM module. The framework is implemented using cuDNN-accelerated PyTorch, enabling efficient high-frequency trading with liquidity constraints. Our approach achieves state-of-the-art performance by explicitly modeling non-stationary dependencies and dynamically adjusting reward shaping based on realized volatility.
subject: Research Article
  topic: section
subject: Portfolio Optimization
  topic: keywords
subject: Reinforcement Learning
  topic: keywords
subject: PPO-HER
  topic: keywords
subject: Non-Stationary Markets
  topic: keywords
subject: Sample Efficiency
  topic: keywords
creator: Jiahui Zhang
creator: Jinyu Xie
rights: Copyright (c) 2025 Jiahui Zhang, Jinyu Xie (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-04-30
publication date: 2025-04-30
starting page: 23
ending page: 30
doi: 10.70731/6xd2xq47

From Restriction to Rebalancing
type: item
description: The U.S. immigration policy during the Trump 2.0 era has intensified in terms of border security, management of illegal immigration, and restrictions on legal immigration, significantly impacting the economy, society, and international relations. The immigration policies during Trump's first term, which emphasized the "America First" agenda, included the construction of a border wall, travel bans, and the "zero tolerance" policy, all of which generated considerable controversy and legal challenges. Following adjustments made by the Biden administration, key policies such as the restoration of DACA, the revocation of the travel ban, and improvements in border management were implemented. However, the reintroduction of Trump 2.0 policies has reinforced border security and immigration restrictions, with proposals such as the abolition of birthright citizenship, the expansion of deportation efforts, and the tightening of legal immigration pathways. While these policies may reduce illegal immigration in the short term, they could have long-term adverse effects on the U.S. labor market, economic competitiveness, and social stability. Moreover, the Trump 2.0 policies may strain U.S.-Mexico relations, undermine U.S. leadership in global humanitarian issues, and reduce its attractiveness in the international talent competition. The success or failure of Trump 2.0 immigration policies will hinge on their ability to balance border security, economic development, and social stability.
subject: Research Article
  topic: section
subject: Trump 2.0 Immigration Policy
  topic: keywords
subject: America First
  topic: keywords
subject: Border Security
  topic: keywords
creator: Jiali Huang
rights: Copyright (c) 2025 Jiali Huang (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-03-31
publication date: 2025-03-31
starting page: 1
ending page: 9
doi: 10.70731/wjse4483

Research on The Correlation between Investments in Various Industries Based on Regression Model
type: item
description: As China transitions to high-quality economic development, industrial structure adjustment has become crucial. Government investment, as a key tool of macroeconomic regulation, plays an important role in guiding industrial upgrading, optimizing resource allocation, promoting growth, and expanding employment. This study analyzes the relation-ship between industry-specific investment and GDP to provide a scientific basis for investment allocation. Using industry GDP data from 1990 to 2023, issues such as outliers, missing values, and unit inconsistencies were addressed to ensure data integrity. Pearson correlation analysis revealed that sectors such as industry, construction, manufacturing, finance, IT services, education, and healthcare are strongly linked to GDP growth. Based on the characteristics of each sector, linear or nonlinear regression models were developed to quantify investment impact. Under a total government investment constraint of 1 trillion yuan, an optimized investment plan was proposed using optimization algorithms like fmincon to maximize GDP. Analysis of historical investment proportions showed rising shares for IT services and finance, while agriculture and textiles declined. The findings demonstrate that scientific planning and optimized investment can effectively support industrial upgrading, improve resource efficiency, and promote sustainable economic growth and employment.
subject: Research Article
  topic: section
subject: Industrial Structure Adjustment
  topic: keywords
subject: Linear Regression
  topic: keywords
subject: Nonlinear Regression
  topic: keywords
subject: GDP
  topic: keywords
creator: Jia Gao
creator: Chenxi Ye
creator: Fujiang Yuan
creator: Qiang Xiong
rights: Copyright (c) 2025 Jia Gao, Chenxi Ye, Fujiang Yuan, Qiang Xiong (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-04-30
publication date: 2025-04-30
starting page: 15
ending page: 22
doi: 10.70731/3ercnp44

Transpersonal Psychology and Social Transformation
type: item
description: Transpersonal psychology integrates spirituality into individual mental health and social well-being, employing interventions such as meditation, hypnosis, and energy healing to promote holistic approaches. This literature review systematically synthesizes peer-reviewed articles and books (2000–2023) from PsycINFO, Google Scholar, and JSTOR, selected based on demographics relevant to transpersonal psychology, interpersonal practice specialization, intervention types, and outcome effects. The review explores how spiritual interventions address contemporary challenges such as mental health crises and weakened community bonds. Findings suggest that spiritual interven-tions significantly enhance individual and community resilience, al-though cultural context influences their effectiveness, and empirical support remains limited and inconsistent across regions. By bridging psychology, sociology, and cultural studies, this study evaluates spirituality’s potential for fostering social transformation through resilience and cohesion. The findings offer valuable implications for policymakers and practitioners seeking culturally sensitive strategies to strengthen mental health and social solidarity in diverse societal con-texts.
subject: Review Article
  topic: section
subject: Transpersonal Psychology
  topic: keywords
subject: Spiritual Interventions
  topic: keywords
subject: Social Transformation
  topic: keywords
subject: Community Cohesion
  topic: keywords
subject: Resilience
  topic: keywords
creator: Yiu Kwong Au-Yeung
rights: Copyright (c) 2025 Yiu Kwong Au-Yeung (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-04-30
publication date: 2025-04-30
starting page: 38
ending page: 49
doi: 10.70731/hb970130

Machine Learning-Based Search Strategy for Water Object Retrieval in Cultural Tourism Safety Contexts
type: item
description: This research addresses the challenge of predicting deviations in the landing positions of objects dropped into water, with important implica-tions for cultural tourism safety near lakes, rivers, and other natural attractions. An innovative optimization method for search strategies based on machine learning is proposed. A simulated dataset incorporating features such as drop height, water entry angle, drag coefficient, and object density enables detailed model comparisons. Five machine learning models—XGBoost, Random Forest, Decision Tree, Support Vector Machine (SVM), and Multi-Layer Perceptron (MLP)— are evaluated using Mean Squared Error (MSE), Mean Absolute Error (MAE), and the Coefficient of Determination. Experimental results show that XGBoost significantly outperforms the others, effectively capturing complex nonlinear relationships through its gradient boost-ing mechanism. In contrast, models like Decision Tree, SVM, and MLP exhibit lower predictive accuracy due to weaker generalization capabilities. This study provides a robust machine learning-based framework to enhance predictive accuracy and search efficiency in aquatic environments.
subject: Research Article
  topic: section
subject: Cultural and Tourism Safety
  topic: keywords
subject: Machine Learning
  topic: keywords
subject: XGBoost
  topic: keywords
subject: Object Search
  topic: keywords
creator: Fujiang Yuan
creator: Chenxi Ye
creator: Aichun Huang
creator: Kai Xiao
creator: Jiahao Qin
creator: Xijun Chen
rights: Copyright (c) 2025 Fujiang Yuan, Chenxi Ye, Aichun Huang, Kai Xiao, Jiahao Qin, Xijun Chen (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-04-30
publication date: 2025-04-30
starting page: 31
ending page: 37
doi: 10.70731/r97znf68

Rivers as Media
type: item
description: Rivers, through their interaction with humanity, have shaped human civilization. The political significance of rivers as boundaries has long been overshadowed by their practical uses and aesthetic values, receiving limited scholarly attention. Spanning China’s east and west, the Erguna River in the northeast and the Irtysh River in Xinjiang serve as key border rivers. As border rivers, they share frontier attributes and symbolize the negotiation between natural order and political boundaries. Their differing roles, influenced by unique natural features and relational actors, create diverse spatial dynamics. Cross-border rivers mediate China’s relationships with neighboring countries and subtly reshape global geopolitical patterns. This highlights their mediatory significance, capacity for spatial transformation, and nuanced relationships with human societies, neighboring countries, and the broader world.
subject: Thematic Section: Surrounding Communications Research
  topic: section
subject: Cross-border Rivers
  topic: keywords
subject: Civilization
  topic: keywords
subject: Borderlands
  topic: keywords
subject: International Communication
  topic: keywords
creator: Meng Wang
creator: Mo Chen
rights: Copyright (c) 2025 Meng Wang, Mo Chen (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-04-30
publication date: 2025-04-30
starting page: 1
ending page: 9
doi: 10.70731/sjy4j429

Research on Interactive Display Design of Popular Science Public Space Based on Information Dissemination Theory
type: item
description: This study aims to optimize the design of interactive displays for popular sci-ence content in public spaces by integrating information dissemination theory, focusing on public interaction patterns and content acceptance characteristics. Through case studies, the research first analyzes the evolution and usage challenges of public spaces, identifying user 'pain points' to propose innovative design strategies tailored to public behavior and psychology. These strategies were implemented in practical design projects, with post-deployment feedback collected via interviews to evaluate effectiveness. The results demonstrate that applying communication theory to interactive science displays not only addresses existing spatial design limitations but also enhances public engagement, emotional experience, and knowledge dissemination. The findings offer a validated approach to improving science education in public environments, underscoring their social responsibility in fostering scientific literacy.
subject: Research Article
  topic: section
subject: Information Dissemination
  topic: keywords
subject: Science Popularization Category
  topic: keywords
subject: Public Space
  topic: keywords
subject: Display Design
  topic: keywords
subject: Interaction Design
  topic: keywords
creator: Fei Dai
creator: Jiahao Li
creator: Chengcheng Zhao
rights: Copyright (c) 2025 Fei Dai, Jiahao Li, Chengcheng Zhao (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-05-31
publication date: 2025-05-31
starting page: 42
ending page: 47
doi: 10.70731/vr8stk59

Financial Data Analysis and Forecast Report of Apple Inc. Using the 3D-IDPT Model of IRM-Projecting 2024-2026 Data Based on 2021-2023 Data
type: item
description: This study applies the 3D-IDPT model from the field of Information Resource Management to construct a three-dimensional analytical framework for evaluating the financial performance of Apple Inc. from 2021 to 2023, while forecasting key financial trends for the years 2024 to 2026. By calculating and analyzing core indicators—including liquidity ratios, efficiency ratios, payables ratios, and the operating cycle—the research explores Apple’s financial dynamics from three integrated dimensions: spatial (individual and collective), temporal (instantaneous and synchronous), and constructive (identification, processing, and optimization).The results indicate that Apple’s liquidity steadily improved, reflecting enhanced short-term solvency. However, a downward trend in efficiency ratios suggests slowing sales and reduced asset turnover. Changes in payables ratios and the lengthening of the operating cycle reflect the company's evolving strategies in cash flow and operational management. Through the constructive axis of the 3D-IDPT model, the study proposes strategic recommendations for financial structure optimization, asset allocation, and supplier relationship management.In addition, the paper examines the potential impacts of macroeconomic variables—such as rising inflation and falling interest rates—on Apple’s financial statements. Three scenario-based simulations are presented, offering strategic response paths to future uncertainties. The study concludes that the 3D-IDPT model not only unveils the structural meaning embedded in financial data but also serves as a practical tool for guiding data-driven strategic optimization in complex business environments.
subject: Research Article
  topic: section
subject: 3D-IDPT Model
  topic: keywords
subject: Apple Inc.
  topic: keywords
subject: Financial Ratio Analysis
  topic: keywords
subject: Financial Forecasting
  topic: keywords
subject: Operating Cycle
  topic: keywords
subject: Information Resource Management
  topic: keywords
creator: Jiaren Li
rights: Copyright (c) 2025 Jiaren Li (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-05-31
publication date: 2025-05-31
starting page: 28
ending page: 41
doi: 10.70731/t3zwsz83

“Rooster Coop” and “Jungle”
type: item
description: Aravind Adiga’s The White Tiger critically exposes the contradictions of India’s postcolonial modernization through three key dimensions. The first, symbolized by the “Rooster Coop”, reveals how entrenched caste hierarchies undermine India’s democratic politics, turning elections into rituals that maintain systemic inequality. The second dimension examines the alienation of subaltern agency, illustrating how freedom is entangled with violence and moral ambiguity in a society governed by brutal “jungle laws”.The third centers on Balram’s self-narrative as a “half-baked” reflection of India’s fractured modernity, caught between feudal legacies and neoliberal aspirations. Through the protagonist’s fractured journey, Adiga exposes a deeper crisis in political modernity: when democratic institutions are transplanted without dismantling structural inequalities, democracy becomes a hollow formalism that legitimizes structural violence rather than emancipates. This critique transcends the Indian context, offering a cautionary message for all societies attempting democratization without addressing the foundational demands of justice and equality.
subject: Research Article
  topic: section
subject: The White Tiger
  topic: keywords
subject: Caste
  topic: keywords
subject: Democracy
  topic: keywords
subject: Neoliberalism
  topic: keywords
subject: Postcolonial Modernity
  topic: keywords
subject: Subaltern Agency
  topic: keywords
creator: Wufeng Lei
creator: Shanshan Yang
rights: Copyright (c) 2025 Wufeng Lei, Shanshan Yang (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-05-31
publication date: 2025-05-31
starting page: 20
ending page: 27
doi: 10.70731/22dhf365

A Corpus-assisted Discourse Analysis of the American and British Media Reports on the Discharge of Water from Fukushima
type: item
description: The Japanese government’s announcement to discharge over a million tons of clean but still radioactive water into the Pacific Ocean has aroused substantial attention and has been extensively reported by media outlets worldwide. This study aims to shed light on how the American media and the British media differ in constructing the discourse in terms of linguistic choices and functional features. AntConc 3.5.9 is used to analyze keywords and collocates. UAM Corpus Tool 6.2j is employed to annotate the texts and conduct transitivity analysis. Our study finds that the American media tend to convey a mix of assurance, confidence, and endorsement towards the implementation of the water release. The British media appear to present factual information including the details of the water processing, the environmental consequences of the water release, and the concerns of other Asian countries.
subject: Research Article
  topic: section
subject: Discourse Analysis
  topic: keywords
subject: American
  topic: keywords
subject: British
  topic: keywords
subject: Collocates
  topic: keywords
subject: Transitivity
  topic: keywords
creator: Tiantian Li
creator: Xiyu Zhen
rights: Copyright (c) 2025 Tiantian Li, Xiyu Zhen (Author) https://creativecommons.org/licenses/by/4.0
date: 2025-05-31
publication date: 2025-05-31
starting page: 1
ending page: 12
doi: 10.70731/y6w5w512