Social Sciences and Humanities ISSN Print: 3104-4328 ISSN Online: 3104-4336 CD ISSN: 3104-4344
Research on English Creative Writing Based on Artificial Intelligence – Taking Deepseek as an Example
In the contemporary era, artificial intelligence has progressively permeated all facets of human existence. Its impact on the educational sector, in particular, is profound. Creative writing, as a conventional pedagogical approach in English instruction, is frequently employed to enhance students’ linguistic competence and literary cultivation. Consequently, investigating the supportive role of artificial intelligence in English creative writing assumes significant importance. This study, based on the continuation exercises of endings for Langston Hughes’ Early Autumn authored by both students and artificial intelligence, conducts a comparative evaluation of their respective merits and demerits across three dimensions: narrative design, diction and syntax, and descriptive techniques. The findings indicate that AI-generated texts demonstrate superior narrative construction, more precise diction, and a capacity to accurately emulate the original author’s style through meticulous language use. In contrast, student compositions exhibit greater strengths in creativity and authenticity, often unconstrained by the source text and achieving effects that are “unexpected yet reasonable.” Therefore, in future English pedagogy, artificial intelligence should be integrated into students' creative writing processes to optimize their expressive and rhetorical outcomes, while ensuring that students’ autonomous creativity is not stifled.
Copyright (c) 2025 by author(s) and Erytis Publishing Limited. https://creativecommons.org/licenses/by/4.0/
Green Book's Utopian Mirage--A Tamed Narrative Under the White Savior Aura
Set against the backdrop of racial segregation in the United States during the 1960s, the film Green Book depicts the social contradictions and identity crises arising from racial discrimination through the story of black pianist Shirley and white driver Tony's southern tour. From a postcolonialism perspective, this paper analyzed the underlying power relations and white-savior narrative in the film, revealing how its utopian ending conceals the structural racial inequality. The study finds that the film's portrayal of racial reconciliation at the end is a romanticized fantasy. Shirley's participation in Tony's family Christmas reunion comes at the cost of sacrificing his black identity. Furthermore, Shirley's elite status cannot represent the true circumstances of the broader Black community, and his personal success actually weakens the critics of systemic oppression to colored people. Though Green Book is themed around anti-racism, it is constrained by Hollywood narrative conventions and fails to confront the complexity of racial issues. True anti-discrimination works must transcend the framework of individual friendship, bring the essence of power relations to light and inspire audiences to reflect on real-world issues. Eliminating racism requires sustained global efforts, not merely the illusory reconciliation portrayed in the movies.
Digitization of Chinese Ancient Books in the Context of Digital Humanities: Research Overview and Future Prospects
Ancient books are the treasures of the Chinese nation which occupy a pivotal position in the global civilization’s development. The deep exploration and effective utilization of books’ contents can effectively promote the unique Chinese wisdom. As an emerging interdisciplinary research method, digital humanities provides a novel theoretical framework and technical support for the digitization of Chinese ancient books. This study focuses on the research of the digitization of Chinese ancient books under the framework of digital humanities in the past decade. It aims to reveal the core characteristics of its practical process and summaries the future development trends. This paper first outlines the research overview and importance of the digitization of Chinese ancient books. Subsequently, it elaborates on the applications and contents of digital humanities technologies in three key areas: ancient book research, promotion and collation of ancient books. Then, from the four dimensions of construction concept, service model, talent structure, and technical application, this paper summarizes the main characteristics of current practices in the digitization of ancient books. Based on this, the paper further points out several limitations in the process of ancient book digitization. The improvement strategies are proposed to address these limitations. The rise of digital humanities has greatly promoted the deep integration of humanities disciplines and technology. However, the journey of ancient book digitization still faces a series of challenges and obstacles, such as the different data processing standards and the shortage of professionals in ancient book digitization. Therefore, exploring effective strategies to overcome these challenges in the field of ancient book digitization has become an urgent research topic in academia.
A Postcolonial Study of Grace Li’s Portrait of a Thief through Homi Bhabha’s Theory
Grace Li’s novel Portrait of a Thief (2022) describes five Chinese-American college students who embark on a mission to reclaim looted Chinese bronze zodiac heads from western museums. It resonates deeply with postcolonial discourses of cultural identity, historical injustice and power negotiation. This paper argues that Homi Bhabha’s postcolonial theoretical framework, specifically his concepts of hybridity and the third space, offers a critical lens to reveal the novel’s resistance against colonial power and the dynamic reconstruction of cultural meaning. By analyzing the protagonists’ position as both insiders and outsiders within western society, this study demonstrates how Portrait of a Thief shows Bhabha’s vision of postcolonial resistance as a creative process. Through detailed textual analysis, this paper explores how Li’s narrative opposes essentialist notions of eastern and western cultures, revealing the third space as a site of dialogue rather than domination.
Application of Digital Humanities and Corpus Linguistics in Language Teaching
This is a review article on the application of digital humanities and corpus lin-guistics in language teaching and learning. Corpus linguistics studies linguistic phenomena by constructing and analyzing large-scale text corpora, while digital humanities is an emerging cross-research field that applies computer and digital technologies to traditional humanities research and teaching. Combining the two to analyze their application in language teaching and learning can enrich the research methodology of language teaching and learning, and also provide digital humanities with powerful tools for language analysis. The purpose of this paper is to comprehensively analyze the current status, achievements, challenges, and future development trends of the application of digital humanities and corpus linguistics in language teaching and learning, so as to provide systematic references for language teaching and learning research and practice.
Strategies of Cultural and Tourism Text Translation from the Perspective of the "Cultural Turn"
Based on the "Cultural Turn" theory proposed by Susan Bassnett and André Lefevere, this paper adopts literature research, case analysis, and comparative study methods to sort out typical cases of cultural tourism (CT) text translation systematically. The overall analysis indicates that there are five core strategies, covering target orientation, strategy selection, subject composition, technology application and evaluation, that may help to optimize the translation of CT texts in practice. Aligning with the core tenets of the "Cultural Turn" theory, these strategies are more practical and effective in enhancing the quality of cross-cultural communication and CT text translation.
Research on Industry Differentiation and Driving Factors of Green Innovation Efficiency in China
Green innovation is the core force driving the green and low-carbon development of industry, and its efficiency performance is related to the success or failure of enterprise transformation. Based on the data of 40 industry segments in China, a three stage DEA model is used to analyze the industry differentiation characteristics and driving factors of green innovation efficiency in China's industry. The results show that the overall efficiency of green innovation in China's industry is 0.519, with nearly 50% room for improvement. The efficiency loss is mainly attributed to the low pure technical efficiency. The efficiency of the industry is characterized by unbalanced development, with the efficiency of the hydropower supply industry performing better, while the efficiency of the mining industry performing worst; Resource and labor intensive industries are "depressions" of industrial efficiency, while capital intensive industries have better efficiency. The analysis of influencing factors shows that the overall external environment promotes industry efficiency, and the lack of internal management is the key reason for restricting efficiency improvement. Further research has found that the former can adjust the degree of nationalization and increase policy support to improve innovation efficiency, while the latter mainly restricts the exertion of innovation scale effects.
A Study on the Impact of Brand Live Streaming Experience on Brand Happiness: a Chain Mediation Model
Current research on live streaming marketing mostly focuses on the direct monetization effect of products, with insufficient attention paid to brand communication and long-term construction effects. This study is based on the empathy evaluation system theory, self-determination theory, and empathy communication theory, and constructs a chain mediation model of brand live streaming experience acting on brand happiness through empathy and brand trust. Collect 410 valid samples through questionnaire survey method for empirical testing. The results indicate that: (1) brand live streaming experience has a significant positive impact on brand happiness; (2) Empathy and brand trust partially mediate the relationship between brand live streaming experience and brand happiness; (3) Empathy and brand trust have a chain mediated effect between brand live streaming experience and brand happiness. This study provides theoretical support and management insights for brand live streaming marketing practices, while pointing out research limitations and future prospects.
Innovative Practice of Systematic Training of High-skilled Automobile Talents by School-enterprise Cooperation
To address the challenges in cultivating highly skilled talents for the automotive industry's intelligent transformation, this study establishes a systematic talent development framework centered on "school-enterprise collaboration, curriculum-competition integration, and AI-assisted training". Tailored to the automotive sector's characteristics of "rapid technological iteration, rigorous practical demands, and strong innovation needs", the project partners with 12 leading automakers (including FAW-Volkswagen and Tuhu Auto Care) and provincial-level skills competition committees. Through five years of implementation, it has developed a "three-dimensional linkage" training model.
Institutional Empowerment, Technological and Cultural Equity: A Multidimensional Governance Model for University Education to Bridge the Gender Digital Divide
Against the backdrop of the comprehensive advancement of China’s "Digital China" strategy, the issue of the gender digital divide has become increasingly prominent, manifested in women’s systemic disadvantages in accessing digital skills, opportunities for technology use, and participation in digital occupations. As a core venue for technology dissemination and talent cultivation, universities urgently need to explore a collaborative governance path integrating institutional empowerment and technological equity. This study finds that the gender digital divide in university environments is shaped by the interplay of multiple structural barriers, including institutional, technological, and cultural factors, which demands systematic governance strategies. By systematically analyzing the current status of gender disparities in university digital education, this research constructs a three-dimensional "Institution-Technology-Culture" governance model and proposes a comprehensive governance plan. Drawing on the experience of successful domestic and international cases, it refines replicable governance paths suitable for China’s national conditions, aiming to provide theoretical reference and practical guidance for promoting gender equality in higher education.
A Study of Translation Problems in Public Areas of the Grand Canal Huai’an Section of World Cultural Heritage
Nowadays, translation researches concerning World Heritage have gained sig-nificant attention. However, studies of translation problems of the Grand Canal Huai’an Section, one part of the World Cultural Heritage, remains insufficient. By field investigations, first-hand Chinese-English translation corpus from pub-lic areas in the Grand Canal Huai’an Section, could be collected. The findings reveal that, after the Grand Canal’s successful inscription as a World Cultural Heritage for more than ten years, there are still six types of translation problems in its public areas. Subsequently, the possible causes and solutions are analyzed. This paper may provide some valuable references for translation studies of World Heritage.
Research on the Modern Product Transformation of Traditional Bamboo Weaving Craft from the Perspective of Sustainable Design
Based on the background of global sustainable transformation and the creative transformation of fine traditional Chinese culture, this study systematically explores the transformation paths, innovation models, and development strategies of traditional Chinese bamboo weaving craftsmanship in modern product design from the perspective of sustainable design theory. It first clarifies the connotation of sustainable design and its high compatibility with bamboo weaving craftsmanship in three dimensions: environment, economy, and social culture. By in-depth analyzing the ecological attributes of bamboo, the low environmental impact of bamboo weaving craftsmanship, and its profound value as an intangible cultural heritage, the study demonstrates the natural advantages of bamboo weaving craftsmanship as a high-quality carrier for sustainable design. Furthermore, combined with a large number of cutting-edge domestic and foreign cases such as Chongzhou bamboo weaving (Sichuan), Qingshen bamboo weaving (Sichuan), Chishui bamboo weaving (Guizhou), and the design practice of Su Sheng Home Furnishing, it elaborates on the specific paths and methods of the modern transformation of bamboo weaving craftsmanship from four aspects: "material-technology", "function-form", "design-language", and "scene-business format". The research reveals that through strategies such as material science innovation, product function reconstruction, design language translation, and multi-scenario integration, traditional bamboo weaving can effectively realize the inheritance of its cultural genes and the regeneration of modern value. The paper also objectively analyzes the core challenges facing the current bamboo weaving industry, such as technical bottlenecks, market acceptance, and talent training, and accordingly proposes targeted countermeasures including building a "government-industry-university-research-user" collaborative innovation system, strengthening brand narrative and digital marketing, and establishing a diversified modern inheritance mechanism. This study aims to provide a systematic solution with both theoretical depth and practical feasibility for the contemporary revival of traditional handicrafts, and contribute Chinese wisdom and local cases to global sustainable design practices.
A Bond Across Time and Space: The Evolution and Reshaping of the "Homeland" Concept among Filipino Chinese from 1945 to 2025
This paper focuses on the evolution of the "homeland" concept among Filipino Chinese from 1945 to 2025, exploring its transformation from a one-way identification with their ancestral homeland in the early post-war period ("returning to one's roots") to a fusion of "dual homeland and dual nation" identity after the establishment of diplomatic relations between China and the Philippines. The study finds that this transformation went through three stages: arduous survival, initial integration, and full integration, gradually achieved through deep economic cultivation, political participation, and cultural inheritance and integration. This transformation was driven by multiple factors, including adjustments in Philippine policy, changes in Sino-Philippine relations, the binding of economic interests, and socio-cultural integration. It reflects both the adherence to Chinese cultural genes and the adaptation to the host country. The reshaping of the "homeland" concept among Filipino Chinese not only constructed a dual identity but also became an important bond for people-to-people exchanges between China and the Philippines, providing a typical case and theoretical reference for overseas Chinese studies and cross-cultural communication.
The Phenomenon of "Negative Transfer of Mother Tongue" in Chinese Language Learning among Non-Chinese Filipino Students and Teaching Strategies
This article focuses on the core issue of mother tongue negative transfer in Chinese language learning for non Chinese Filipino students. Based on second language acquisition theory and comparative analysis hypothesis, combined with the context of bilingual education in the Philippines, it systematically analyzes the specific manifestations of negative transfer at four levels: phonetics, vocabulary, grammar, and pragmatic culture. Through empirical investigation data and teaching cases, reveal the three major causal mechanisms of differences between mother tongue and target language systems, learners' language psychological representation biases, and teaching environment deficiencies. A three-dimensional response system of "comparative analysis leading+layered precise teaching+cultural infiltration integration" is proposed for different levels of bias characteristics, including strengthening Chinese-English language comparative teaching, optimizing speech specific training mode, constructing immersive language environment, implementing layered task design, and cultivating cross-cultural communication skills. The research aims to provide a practical path for improving the accuracy and practicality of Chinese language learning for non Chinese Filipino students, and enrich the regional research results of Chinese international education.
Decoding the Li Ziqi Phenomenon: The Semiotics and Mechanics of Cross-Cultural Brand Communication
The current international communication ecological landscape is becoming increasingly intricate. Under the Belt and Road Initiative, to strengthen our in-ternational communication capacity, it is important to tell genuine and engaging stories, make our voice heard, and present an accurate, multidimensional and panoramic image of China. This paper is grounded in the analytical frame-work of encoding and decoding theory. By integrating empirical case study methods with interpretive text analysis, it embarks on a systematic exploration from three dimensions: the symbolic encoding, symbolic decoding and future dissemination trajectories of Li Ziqi's short videos. The aim is to comprehen-sively investigate how to enhance the dissemination efficacy of short videos in conveying China's stories, thereby offering constructive insights for the cross-cultural dissemination of Chinese culture.
A Study on Subtitle Translation of the Film Flipped from the Perspective of Eco-translatology
In an era marked by intensifying global interactions in film and television culture, audiovisual works emerge as crucial vehicles for cultural dissemination. The quality of subtitle translation directly shapes cross-cultural audiences’ comprehension and acceptance. Constrained by time, space, and cultural differences, subtitle translation often faces dual challenges of language conciseness and meaning preservation. This study employs the Eco-translatology as its framework and uses the film Flipped as a case study to explore how film subtitle translation achieves balance among linguistic, cultural, and communicative ecosystems through “multi-dimensional adaptation and selection” The research aims to provide practical reference for enhancing cross-cultural audiovisual communication effects and concretizing applications of Eco-translatology.
A Study on the Transformation of Cross-Medial Performance Paradigms of Chinese Wushu
This study takes the cross-media performance of Chinese Wushu as the research object, and explores its paradigm transformation in multiple fields such as film and television, dance, drama, digital interaction, and cultural tourism practice. The research holds that in addition to its core nature of “combat skills”, Wushu is also an aesthetic entity with highly malleable symbolic narrative functions. The translation mechanism of Wushu in different media is influenced by the characteristics of the media; at the same time, it also reshapes the aesthetic sys-tem of Wushu itself and its cultural connotations. Based on this, a three-dimensional interactive model of “Body-Media-Aesthetics”is proposed to explain the internal logic of Wushu’s cross-media performance.
A Brief Analysis of Effective Development of New Media in Rapid Growth
The new media technology revolution has profoundly transformed information dissemination methods. This paper delves into the challenges faced by new media during rapid development—such as insufficient integration and content homogenization—by examining its developmental trajectory, characteristics, and advantages. Research indicates that the new media industry must establish an open and integrated communication ecosystem. This involves driving technological breakthroughs through content innovation, balancing commercial interests with social responsibility, strengthening data security and privacy protection, exploring diversified revenue models, and achieving sustainable, healthy development. Such efforts will provide new communicative power for building a culturally strong nation.
Research on the Mechanisms and Pathways of Deep Integration of Coastal Sports and Cultural Tourism Industries in the Guangdong–Hong Kong–Macao Greater Bay Area Driven by the 15th National Games and the Para Games
The co-hosting of the 15th National Games of the People’s Republic of China and the National Paralympic & Special Olympic Games has provided a new opportunity for the in-depth integration of sports, culture, and tourism industries in the Guangdong-Hong Kong-Macao Greater Bay Area (GBA). Taking the "dual-events-driven" context as the research background, this study explores the internal mechanism and implementation path of the integration of coastal sports, culture and tourism industries in the GBA based on the theories of collaborative governance, value chain, and system dynamics. Through literature analysis, field interviews, and expert consultation, the study systematically analyzes the immediate effects of the events, collaborative governance practices, utilization of venue legacies, technological spillover, and sustainable development. The results show that: in the short term, the 15th National Games and National Paralympic & Special Olympic Games have significantly increased the visitor flow and brand exposure of coastal cities, and promoted the upgrading of transportation, information technology, and barrier-free infrastructure; the practice of cross-border event rule recognition and process simplification has enhanced regional governance coordination, yet institutional differences and information barriers remain constraints. The value of event legacies depends on the diversified operation of venue functions and the in-depth integration of cultural resources, while digital technology and intelligent equipment innovation are becoming key drivers for industrial spillover and consumption extension. Meanwhile, the concept of green low-carbon development and the construction of social inclusiveness provide institutional guarantees for the sustainable development of coastal sports, culture and tourism industries. The study concludes that "post-event economy" thinking should be embedded in event planning, and a normalized cross-regional event collaboration mechanism and data sharing platform should be established to promote technology empowerment and barrier-free system construction, thus realizing the long-term linkage from "event-driven" to "industrial symbiosis".
National Paralympic & Special Olympic Games
Guangdong-Hong Kong-Macao Greater Bay Area
Analysis of the Role of Micro-Narrative Techniques in Shaping Emotions in Documentary Films
Contemporary documentary production faces transformative challenges in narrative approaches. This paper examines the operational mechanisms of micro-narrative techniques in emotional shaping. Research reveals that micro-narratives construct emotional experiences through three pathways: individual focus, detailed depiction, and thematic elevation, thereby concretizing abstract themes. This narrative strategy effectively lowers audience empathy thresholds while achieving a leap from individual emotions to universal values. The article also explores the limitations of micro-narratives in emotional shaping and proposes corresponding creative strategies, offering new dimensions for reflection in documentary narrative theory research.
Optimizing Corporate Marketing Strategies in the Era of New Media Advertising Trends: A Case Study of Mixue Ice Cream's Short Video Ads
Short videos have become a core battleground for brand communication, with new media advertising entering the deep waters of “AI + humanization.” Enterprises urgently need to establish systematic marketing optimization logic. This study examines the short video advertising practices of Milk Snow Ice City, employing case analysis to dissect its communication elements based on the 5W communication theory. Findings are validated through literature review and data synthesis. Findings indicate that Mixue Ice Cream achieved brand breakthroughs through diverse communication channels, precise content strategies, and omnichannel deployment, though optimization remains possible in influencer management and content innovation. Consequently, the study proposes a systematic optimization pathway for corporate short video marketing, encompassing tiered empowerment mechanisms, innovative content systems, and channel synergy strategies, providing practical guidance for businesses adapting to new media advertising trends.
Innovation and Practice of Talent Cultivation Model Based on Co-education and Sharing between Schools and Enterprises
Vocational education is an important component of China's education system and a foundational project for cultivating high-quality technical talents. Under the background of the "new four modernizations" development in the automo-tive industry, it is necessary to address issues such as the insufficient integra-tion of humanistic literacy and knowledge skills among automotive profession-als in higher vocational education, the mismatch between the training specifica-tions of automotive aftermarket talents and job demands, the disconnect be-tween vocational skills and career development, and the mismatch between high-quality employment demands and innovation and entrepreneurship capa-bilities. The automotive program at our university, relying on the establishment of an enterprise college with benchmark enterprises, has planned and imple-mented research projects at the municipal, departmental, and higher levels, fo-cusing on four core areas: automotive inspection and maintenance technology, automotive technical services and marketing, new energy vehicle technology, and intelligent vehicle technology. This exploration not only promotes school-enterprise cooperation but also collaborates with multiple institutions to build a four-dimensional "automotive quality" talent cultivation system. This system has shown remarkable effectiveness in educational practices and con-tinues to supply the industry with high-quality talents.
Cooperation between school and enterpriseg
The Social Mirror of Chinese AI: A Sentiment and Discourse Analysis of DeepSeek on Weibo
As artificial intelligence (AI) becomes a defining force of the digital era, the rapid emergence of Chinese large language models has provoked widespread social reflection on technology, culture, and national identity. This study ex-plores how the Chinese public constructs emotional and cognitive under-standings of AI through discussions about DeepSeek, a large model developed in China. Based on 59,004 Weibo posts, the research applies Latent Dirichlet Allocation (LDA) topic modeling and sentiment analysis to investigate how users’ emotional attitudes and discursive orientations shape the social im-agination of Chinese AI. The results identify three major discourse orientations: technological intima-cy, where users embed AI in daily routines and affective practices; tech-no-nationalism, where technology becomes a site of collective pride and na-tional autonomy; and techno-rationality, where participants engage in critical evaluation of transparency and performance. Although positive sentiments (46%) dominate the discourse, recurring concerns over data opacity and mod-el hallucination reveal persistent skepticism. By drawing upon the concepts of sociotechnical imaginaries (Jasanoff & Kim, 2015) and mediated nationalism (Zhao, 2023), the study argues that DeepSeek embodies a new “social mirror” through which citizens negotiate meanings of progress, agency, and belonging. It contributes to global communication and AI studies by revealing how emerging technologies are emotionally inhabited and discursively localized within China’s mediated modernity.
Research on the Current Situation of Chinese Language Learning and Communication Among University Students in Ho Chi Minh City, Vietnam, via Social Media Platforms — A Case Study of YouTube, TikTok, and Facebook
Against the backdrop of increasingly close China–Vietnam cooperation under the “Belt and Road” Initiative, the demand for Chinese language learning among university students in Ho Chi Minh City has continued to grow. This study focuses on the role of three major social media platforms—YouTube, TikTok, and Facebook—in facilitating Chinese language learning and commu-nication among this group. Using a mixed research method, the study com-bines a questionnaire survey of 251 university students in Ho Chi Minh City with in-depth interviews of 20 learners to explore the functions, characteristics, effects, and challenges of social media in enhancing learners’ interest in and practical ability with the Chinese language. Based on these findings, the study proposes optimization suggestions from the perspectives of platforms, content creators, and educators, such as building multi-platform linkages and improving content quality. The aim is to provide a reference for promoting cross-cultural exchange and mutual understanding between China and Vietnam.
Research on the impact of enterprise digital transformation on new quality productivity
New quality productivity is the core driving force to promote the reform of production mode and promote economic development, and how to promote the development of new quality productivity is a hot topic at present. This paper selects the data of A-share listed companies in our country from 2010 to 2022 to study the impact of digital transformation on new quality productivity, and empirically tests it. The results show that the degree of digital transformation of enterprises has a significant positive effect on promoting new quality productivity. At the mechanism level, the digital transformation of enterprises mainly promotes new quality productivity by improving green technology innovation of enterprises. The results of heterogeneity analysis show that the impact of digital transformation on new quality productivity is also different due to the different regions, property rights and scientific and technological attributes of enterprises, and there is a certain heterogeneity, and the effect of digital transformation on new quality productivity is more significant in state-owned enterprises, high-tech enterprises and enterprises in the eastern region.
Identity Seeking Behind Internet Humor: A Study on the Social Psychological Motivations of Jiangsu Netizens Participating in the “Scattered Jiangsu” Meme Discourse
This study takes the popular online expression “Scattered Jiangsu” as its research object, examining it through an interdisciplinary lens that integrates social psychology and internet culture studies. By employing Social Identity Theory, Social Comparison Theory, Individualization Theory, Meme Transmission The-ory, and Social Representation Theory, this paper explores the psychological motivations underlying Jiangsu netizens’ engagement in the dissemination and recreation of this meme. The analysis reveals that while the meme appears to highlight internal regional fragmentation and disparities within Jiangsu Prov-ince, it essentially reflects a deeper reconstruction of identity, group distinc-tiveness, and cultural belonging among Jiangsu internet users in the digital en-vironment.
Research on the Efficiency of AI-assisted Translation in the Overall Lexical Level of the Target Language from the Perspective of Contrastive Rhetoric
Guided by the theory of English rhetoric, this study first identifies its research objects: the official English translation of the Constitution of the People’s Re-public of China from the National People's Congress website (referred to as “the original constitutional translation”) and the AI-aided English translation by iFlytek (referred to as “iFlytek AI-assisted translation”). Then, based on the three principles of word choice in English rhetoric theory ——Purity,Propriety, and Precision, it discusses the diction characteristics of AI-assisted translation through analyzing lexical data from the two-translation corpus, focusing on the dimension of overall lexical differences. Ultimately, through comparative analy-sis, the study reveals the effectiveness and limitations of AI translation in legal text processing while clarifying its translation effectiveness in the field of legal English.
A Study on the Integration of Chinese Excellent Traditional Culture into Senior English Teaching
High school English teaching serves as a crucial stage in nurturing students’ linguistic skills and intercultural communication abilities, and its importance cannot be overstated. Therefore, it is of far-reaching significance to strengthen the integration of culture, especially the penetration of Chi-nese excellent traditional culture in high school English teaching. However, the current English teaching at the high school level still leaves much to be desired in terms of emphasizing culture. This study aims to explore effective ways of incorporating China’s excellent traditional culture into high school English teaching, analyzing in depth the current situation of culture teaching in high school English teaching as well as specific and feasible strategies. It is hoped that this study will draw the attention and initiative of English teachers and provide guidance for them in implementing the inte-gration of traditional culture into subject teaching.
Strategic Advantages and Practical Pathways of the United Front Theory in Addressing the Financial Risks Contagion
This paper explores the application of united front theory in mitigating financial risk contagion within contemporary economic systems. Fi-nancial markets' interconnectedness and complexity necessitate inno-vative approaches to risk management that extend beyond traditional regulatory mechanisms. The united front strategy, with its emphasis on coordinating diverse stakeholders and leveraging collective intelli-gence, offers a unique framework for addressing systemic financial vulnerabilities. Through analysis of case studies from Shanghai, Xia-men, and Inner Mongolia, this research identifies six strategic ad-vantages of united front theory in financial risk governance: consensus building, comprehensive participation, information advantage, institu-tional coordination, cultural construction, and adaptive innovation. The study further proposes practical implementation pathways including establishing communication platforms, utilizing think tanks, organizing forums, developing early warning systems, creating coordination mechanisms, and launching educational initiatives. Findings suggest that the united front approach enhances financial system resili-ence through more inclusive, representative, and comprehensive risk mitigation strategies that complement traditional regulatory frame-works. The paper concludes with policy recommendations and future research directions for integrating united front theory into financial stability frameworks.
The Fourfold Typology of Accountability: A Reexamination of Theoretical Connotations, Values, and Limits
This article reexamines Barbara S. Romzek and Melvin J. Dubnick’s fourfold typology of accountability, which distinguishes hierarchical, legal, professional, and political forms. The study aims to clarify the theoretical connotations, practical values, and inherent limitations of this framework in contemporary public administration. Methodologically, the paper conducts a systematic literature review combined with a critical theoretical analysis from a “values–action” perspective. The results show that the typology effectively expands the analytical boundaries of administrative responsibility by introducing a multidimensional and context-sensitive approach, thereby offering a flexible tool for understanding accountability in complex governance environments. However, its application in practice reveals persistent dilemmas, including conflicts among accountability types, blurred responsibility boundaries, and institutional path dependence, which may lead to accountability failure or buck-passing. The conclusion emphasizes that while the fourfold typology enriches the theoretical foundation of accountability studies, its practical implementation requires continuous adaptation to institutional contexts, task characteristics, and managerial strategies. For China, the framework provides significant insights into improving administrative accountability, particularly under the conditions of digital governance, globalization, and decentralization.