From technological innovation to cultural inheritance: the role of AIGC technology in rural revitalization and cultural tourism products

Wed, 31 Jan 2024 00:00:00 +0000

Chapter 1 Introduction

1. Research background

In today’s context of globalization, cultural exchanges and cooperation across the Taiwan Straits have increasingly become an important way to promote common development. Mainland China and Taiwan have the same culture and race, and share a rich and profound historical and cultural heritage. From traditional art forms to folk cultural customs, these cultural assets are not only the emotional connection between people on both sides of the Taiwan Strait, but also valuable resources for rural revitalization and cultural industry development.

However, with the rapid development of modern society, rural areas are facing challenges such as population aging, economic backwardness, and cultural inheritance gaps. These issues not only affect the sustainable development of rural areas, but also put forward new requirements for cross-strait cultural exchanges and integration. Against this background, exploring effective rural revitalization strategies, especially how to use modern technological innovations to protect and develop cultural products, has become an important topic.

In recent years, the rise of artificial intelligence generated content (AIGC) technology has provided new possibilities for the innovation of cultural products. AIGC technology, especially tools such as ChatGPT and Stable Diffusion, has demonstrated its strong potential in fields such as text creation, image generation, and multimedia content production. These technologies can not only efficiently generate content that meets specific styles and needs, but can also promote the combination of traditional culture and modern creativity, providing new ideas for cultural tourism product innovation in rural areas. For both sides of the Taiwan Strait, how to effectively use AIGC technology to promote the innovation of cultural tourism products and rural revitalization can not only promote economic development, but also help deepen the cultural identity and emotional connection of people on both sides of the Taiwan Strait.

Generative AI, especially conversational AI models such as ChatGPT, has shown great potential in fields such as text creation, image art, and multimedia content production. These technologies can not only automatically generate text content that matches a specific style and theme, but can also create visually appealing images and even produce high-quality video and voice productions. For the common cultural inheritance and innovation of both sides of the Taiwan Strait, generative AI technology provides a new way to spread and develop traditional culture in an innovative form in modern society.

Both sides of the Taiwan Strait have rich cultural resources and unique cultural expressions, which are rich soil for the application of generative AI technology. Through these advanced technologies, cultural creators on both sides of the Taiwan Strait can break through the limitations of traditional media and transform cultural heritage into innovative products with global appeal. More importantly, generative AI technology can help cultural and creative industries in rural areas improve efficiency and expand their influence, thereby injecting new vitality into the local economy and promoting rural revitalization.

However, the application of AIGC technology in rural revitalization and cultural tourism products is still in its preliminary stages, and its potential and challenges have not yet been fully understood and explored. In view of this, this study aims to deeply analyze the role of AIGC technology in rural revitalization and cultural tourism product innovation, explore how to effectively use these technologies to promote the inheritance and development of local culture, and bring sustained economic and social benefits to rural areas.

Through in-depth research on AIGC technology, this study not only hopes to enhance the understanding of the application of this technology in cultural product innovation, but also aims to provide practical strategies and suggestions for policymakers, local managers, and creative industry practitioners to jointly promote the revitalization and prosperity of rural areas on both sides of the Taiwan Strait.

2. Research purpose

In contemporary society, the relationship between technological innovation and cultural inheritance has attracted increasing attention, especially in the fields of rural revitalization and cultural tourism product development. The rise of artificial intelligence generated content (AIGC) technology has brought new opportunities and challenges to this field. Therefore, this research will focus on the following core questions:

Understand the potential of AIGC technology: In-depth understanding of AIGC technology and its application potential in cultural inheritance and rural revitalization.

Analyze the impact of AIGC technology on cultural tourism product innovation: Through case studies, analyze the specific application and effect of AIGC technology in promoting local cultural tourism product innovation.

Propose AIGC technology integration strategy: Based on research findings, propose strategies and suggestions on how to effectively use AIGC technology to support rural revitalization and cultural tourism product development.

3. Research scope and methodology

With the profound impact of technological innovation on various fields of contemporary society, the application of AIGC technology in rural revitalization and cultural tourism product innovation has become a new field worth exploring. This study aims to gain an in-depth understanding of how AIGC technology promotes cultural inheritance and innovation, especially in improving the attractiveness and competitiveness of cultural tourism products in rural areas. To this end, this study will use the following categories and methodologies to conduct a systematic discussion.

Research scope
- This research focuses on the application of AIGC technology in rural revitalization and cultural tourism product innovation, including but not limited to the following key areas:
- AIGC technology analysis: In-depth understanding of AIGC technology principles including ChatGPT and Stable Diffusion and its application capabilities in generating text, images, videos, etc.
- Cultural tourism product innovation: Explore how AIGC technology can be applied to create or enhance cultural tourism products, including but not limited to travel guides, cultural displays, interactive experiences, etc.
- Rural revitalization strategy: Analyze the role and potential of AIGC technology in promoting rural economic development, cultural inheritance and community participation.
Methodology

To ensure the depth and breadth of the research, this research will adopt the following methods:

Literature review: Systematically review relevant academic literature, technical reports and case studies to obtain the basic knowledge and current status of AIGC technology and its application in related fields.
- Case studies: Select representative AIGC technology application cases, especially successful practices in rural revitalization and cultural tourism product innovation, for in-depth analysis.

Through the application of the above methodology, this study will comprehensively explore the role of AIGC technology in current and future rural revitalization and cultural tourism product innovation, and propose practical strategies and suggestions to promote the harmonious development of technology and culture.

Chapter 2 AIGC Technology Analysis and Transnational Development Trends

1. Overview of AIGC technology

In the field of artificial intelligence, AIGC (artificial intelligence generated content) technology is quickly becoming a revolutionary branch that uses advanced machine learning algorithms to automatically create text, image, audio and video content that is comparable in quality and diversity to human creators.

Definition and classification

AIGC technology can be divided into the following categories based on the type of content it generates:
- Text generation: Use natural language processing (NLP) algorithms, such as GPT-3, to create new text content.
- Image generation: generate static images from text descriptions through algorithms, such as Stable Diffusion.
- Audio generation: algorithms for creating musical compositions or simulating human voices, such as WaveNet.
- Video generation: Algorithms that combine image and text generation techniques to create animations or simulate real-world scenes.

Technical principles

• 1. Transformer architecture

• One of the core principles of AIGC technology is the Transformer architecture, which has played a key role in the advancement of natural language processing (NLP) and other AI fields in recent years. The converter architecture was first proposed by Vaswani et al. in 2017. Its innovation lies in the use of a self-attention mechanism to process sequence data, which enables the model to learn long-distance dependencies in the sequence more effectively.

• At the core of the transformer architecture is a self-attention mechanism, which allows the model to take into account all other elements in the sequence when processing each element of the sequence, thereby obtaining a more comprehensive contextual understanding. This is crucial to generating coherent and contextually relevant content.

• Models based on the transformer architecture, such as the GPT (Generative Pre-trained Transformer) series, learn rich language patterns and knowledge through large-scale data pre-training, thereby being able to generate high-quality text content under unseen cues. This method of pre-training and fine-tuning further improves the model’s performance on specific tasks, allowing it to demonstrate powerful capabilities in multiple application fields such as text generation, language translation, and content summarization.

• The converter architecture not only promotes the development of the field of natural language processing, but also provides a solid foundation for the advancement of AIGC technology, allowing it to play an important role in cultural inheritance, education, entertainment and other fields.

• 2. Diffusion Model

• Recently, in the field of image generation, diffusion models (such as Stable Diffusion) have shown their powerful generation capabilities. These models generate new images by gradually introducing random noise and then learning to reverse the process to reconstruct the data. This stepwise diffusion and reduction process enables the model to create high-quality and detailed images, which has broad applications in artistic creation and visual content generation.

• Both architectures have promoted the development of the AIGC field, and their innovations in model design and learning strategies have provided strong technical support for generating various types of new content. With further research and optimization of these models, we can foresee that AIGC technology will play a more important role in the cultural and creative industries.

2. Development trends of AIGC technology in China and the United States

With the rapid development of AIGC (artificial intelligence generated content) technology, its potential in personalized healthcare, educational development, creative teaching methods, and industry applications has gradually been recognized globally, especially in China and the United States. These technologies not only promote the development of innovative educational methods and personalized learning experiences, but also promote high-quality development of specific industries (Chen et al., 2024a; Chen et al., 2024b; Chen et al., 2024c; Sun, 2024; Xu et al., 2024).

In the field of personalized healthcare, Chen et al. (2024a) explored how to use mobile AIGC technology to realize human digital twins, thereby leading the revolution in personalized healthcare. This technology collects and analyzes individual health data to provide users with customized health management solutions, demonstrating AIGC’s great potential in improving the efficiency and quality of medical services. The field of education has also witnessed the significant impact of AIGC technology. Chen et al. (2024b) demonstrated through a systematic literature review how AIGC can empower educational development, especially in promoting learner creativity and engagement. In addition, research by Chen et al. (2024c) shows that multimedia teaching using AIGC-driven animated concept maps can effectively improve students’ creativity.

In terms of industry applications, Sun (2024) discussed how AIGC technology promotes the high-quality development of Guangzhou’s customized home industry. By leveraging AI-generated content to optimize the design and production process, we can provide customers with more personalized and innovative home solutions. Similarly, Xu et al. (2024) elaborated on the application of edge-cloud generated AI in mobile networks, especially in providing AIGC services, bringing innovative service models and business opportunities to mobile networks.

These studies show that AIGC technology is continuously promoting innovation and high-quality development in education, healthcare and specific industries, whether in China or the United States. With the continuous advancement of technology and the expansion of application fields, AIGC technology is expected to play a more important role globally.

Chapter 3 Application of AIGC technology in local cultural tourism products

1. Application cases of large language models (LLMs)

(1) Automatic generation of travel guide

In today’s tourism industry, large language models (LLMs) such as GPT-3 are revolutionizing the way travel guides are created, providing tourists with more personalized, in-depth, and instantly updated travel information. By learning a large amount of travel-related data and user interactions, these models can automatically generate travel guides containing rich content, thereby improving tourists’ travel experience.

1. The meaning of automatically generated travel guide

The automatically generated travel guide not only provides standard tourist attraction information, but also digs into the cultural background, historical stories and local lifestyle of the destination. This kind of guide can provide customized suggestions based on tourists’ specific interests and needs, such as recommending hidden attractions, local specialties, festivals, etc., making the travel experience richer and more personalized.

2. Advantages of real-time updates

Traditional travel guides often fail to reflect the latest conditions of the destination in real time. However, LLMs can instantly process and integrate the latest travel trends, weather changes, traffic information, etc. to ensure the timeliness and accuracy of travel guides. This is a great convenience for tourists who need to cope with changes in peak travel periods and emergencies.

3. Personalization and interactivity

The large language model can also further customize the content of travel guides by analyzing tourists’ search history, preferences and feedback. For example, for tourists who love hiking, the system can provide detailed hiking routes, equipment recommendations and safety tips; for food lovers, it can select local must-try delicacies and hidden gourmet shops. In addition, these models can interact with tourists in a question-and-answer format and respond instantly to specific queries from tourists, further enhancing the personalization and interactivity of travel guides.

(2) Real-time translation and language conversion: breaking language barriers

1. Innovation in real-time translation

The real-time translation function of LLMs provides unprecedented convenience for cross-language communication. This not only covers the instant translation of daily conversations, but also includes the instant understanding of local characteristics, historical and cultural explanations. Tourists can receive accurate translations in real time through smart devices, thereby gaining a deeper understanding of local history, culture and customs. The application of this technology not only enhances the depth and breadth of tourism, but also allows tourists to explore regions with different languages and cultures more confidently.

2. Diversity of language conversion

In the context of globalization, information on tourism products and services needs to be translated into multiple languages to meet the needs of travelers from all over the world. The language conversion function of LLMs allows tourism-related enterprises and organizations to quickly convert their services, product introductions, user guides, etc. into multiple languages and ensures the naturalness and cultural accuracy of the translation. This not only improves the accessibility of services, but also greatly improves the user experience, allowing every traveler to obtain rich travel information in their native language.

3. Enhance cultural exchanges

Through real-time translation and language conversion technology, tourists are no longer restricted by language barriers and can communicate more freely with local residents and share each other’s culture and lifestyle. This kind of exchange not only enriches the travel experience, but also promotes understanding and respect between different cultures. Furthermore, this also brings opportunities for deeper cultural integration and international development to tourist destinations.

(3) Cultural Heritage Narrative: Revitalizing History and Connecting the Future

1. Innovation in digital narrative

LLMs can transform rich historical materials and cultural heritage stories into engaging narratives that not only include textual descriptions, but also incorporate audio, visual elements, and even interactive experiences. This multi-dimensional presentation method allows ancient legends and historical events to be reproduced in front of contemporary audiences, improving the attraction and educational value of cultural inheritance.

2. Enhancement of education and display functions

In museums and cultural exhibitions, LLMs can serve as tour guides, providing multilingual narration and customized narrative routes based on the backgrounds and interests of different audiences. Such personalized tours enable each visitor to gain a deeper cultural experience, while also providing educators with a new teaching tool to impart historical and cultural knowledge in a more vivid way.

3. Provision of interactive experience

The application of LLMs can also be extended to create interactive experiences, for example, through virtual reality (VR) or augmented reality (AR) technology, allowing visitors to deeply experience historical scenes or traditional lifestyles. This immersive narrative form not only makes history accessible, but also provides new ways to protect and promote intangible cultural heritage.

4. Preservation of cultural diversity

Through the narrative capabilities of LLMs, stories of niche cultures and dialects that may have been gradually forgotten can be preserved. These models can process and generate text in multiple languages, even those with a small number of speakers, helping to preserve linguistic and cultural diversity and encourage more people to understand and appreciate these unique cultural features.

2. Comprehensive application cases of Vincentian diagrams and Tusheng diagrams

(1) Cultural and creative product design: the combination of creative photography and drawing technology

Case Study: Traditional and Personalized Product Innovation

1. Combination of creative photography and dragon image

In this case, the designer first collected photos from users of personal or emotionally connected scenes. Subsequently, Tu Sheng Tu technology was used to incorporate the legendary elements of the Chinese dragon into these photos, creating a series of new images that are both mysterious and full of cultural connotations. These images not only show the power and dignity of the dragon, but also bear the imprint of the user’s personality.

2. Diversified design of cultural and creative products

These creative images were further used in the design of key rings and cultural fans. As a small item for daily use, the key ring has become a carrier of personal stories through its unique design. The cultural fan combines traditional craftsmanship with modern design. It is not only a practical tool for keeping cool in summer, but also a work of art that can be displayed.

3. The connection between culture and market

This kind of design, which combines traditional cultural symbols and personalized elements, not only enriches the types of cultural and creative products, but also enhances the cultural value and market appeal of the products. As part of cultural tourism products, these exquisitely designed key rings and fans can be used as travel souvenirs or cultural gifts, conveying global consumers’ understanding and respect for Chinese culture.

Through this case, we can see the potential of AIGC technology in the design of cultural and creative products. It can not only present traditional culture to modern consumers in a new form, but also provide unlimited creative space for personalized products. In the future, with the continuous development of technology, we look forward to seeing the birth of more creative cultural and creative products that combine tradition and modernity.

(2) Cultural and creative product design: the combination of Wenshengtu technology and aboriginal culture

Case Study: Innovative Design of Aboriginal Girl Figures

1. Application of Vincentian diagram technology in product development

In this case, the designer used Vincentian drawing technology to transform the image of aboriginal girls and their cultural characteristics into a series of figure design concept drawings. These concept drawings depict girls wearing traditional clothing and distinctive accessories. Each figure shows the unique culture and artistic style of different tribes.

Based on these concept drawings, actual girl figures were carefully crafted and randomly assigned into blind boxes. This kind of blind box not only attracts many enthusiasts as a collectible, but also becomes a new way to promote aboriginal culture. When consumers purchase blind boxes, they experience the excitement of exploring the unknown and discovering the beauty of culture.

3. Interaction between culture and market

The launch of these figurine blind boxes not only provides an innovative platform for the inheritance and promotion of Aboriginal culture, but also creates interesting interactions between Aboriginal art and modern consumer culture. Their sales in cultural exhibitions, tourist souvenir shops or specialized cultural and creative product stores not only increase the diversity of cultural and creative products, but also provide consumers with more choices.

In this way, Wenshengtu technology not only opens up new possibilities for the modern expression of aboriginal culture, but also brings new vitality to the cultural and creative commodity market. This innovative product that combines traditional culture and modern technology demonstrates the strong application potential of AIGC technology in the cultural and creative industries, and indicates that there will be more innovative directions and development space for cultural and creative product design in the future.

(3) Travel souvenir design: the integration of creative photography and traditional art

Case analysis: Creative combination of Dunhuang Feitian and personal image

1. Application of picture-taking technology in personalized creative photography

In this case, the designer used Tushengtu technology to creatively combine personal photos provided by consumers with the classic pattern of Dunhuang Feitian. Widely recognized for its elegant posture and rich colors, the Dunhuang Flying Apsara is a classic symbol of ancient Chinese Buddhist art.

2. Create personalized works of art

Through the application of AIGC technology, the user’s image is cleverly integrated into the picture of Dunhuang Flying Sky, as if the user himself has become the fairy floating among the murals. This kind of creative photography not only shows the user’s personality, but also presents traditional art to modern people from a new perspective.

3. Apply creative photography to cultural and creative products

Creative photography works can be further applied to various travel commemorative products, such as customized posters, clothing prints, mobile phone cases, and key rings. This not only allows consumers to own a unique piece of art, but also allows traditional art to gain new life in contemporary life.

Personalized creation implemented through Tushengtu technology not only brings fresh experiences to consumers, but also provides merchants with more marketing opportunities and market expansion possibilities. This innovative business model not only increases consumer satisfaction, but also promotes the development of local cultural industries and contributes to improving the brand image and sales performance of tourist destinations. With the advancement of technology and the introduction of innovative thinking, future travel souvenirs will be more diversified and better able to meet the market trends of personalization and customization.

Chapter 4 Conclusion and Outlook: Integrating AIGC into future rural revitalization strategies

1. The profound impact of AIGC technology on rural revitalization

1. Dual promotion of cultural inheritance and innovation

AIGC technology provides a new way for cultural inheritance in rural areas. Through large language models and image generation technology, traditional culture can be digitally preserved and re-presented to modern audiences in innovative forms. This not only helps protect endangered cultural heritage, but also injects new vitality into the development of cultural and creative industries.

2. Transformation and upgrading of economic development model

The traditional rural economy mainly relies on agriculture and simple handicrafts, and the introduction of AIGC technology has brought new economic growth points to rural areas. Through intelligent cultural tourism product development, personalized tourism services and innovative cultural and creative product design, rural areas can attract more tourists and investment and achieve diversified economic development.

3. Talent cultivation and skill improvement

The popularization of AIGC technology also provides new opportunities for talent training in rural areas. Local residents can improve their skills and participate in the development of the cultural and creative industry by learning and mastering these new technologies. This not only helps solve employment problems in rural areas, but also lays a talent foundation for local sustainable development.

2. Comprehensive evaluation of the impact of AIGC technology on cultural products

Technology improves market competitiveness

1. Product differentiation and personalization

AIGC technology enables cultural tourism products to achieve a high degree of personalization and differentiation. Through the creative capabilities of AI, each product can be customized according to consumers’ needs and preferences, which greatly enhances the market competitiveness of products and consumer satisfaction.

2. Cost-effectiveness optimization

Compared with traditional design and production methods, AIGC technology can significantly reduce product development time and costs. Designers can quickly generate multiple design solutions and adjust them based on market feedback, which makes product development more flexible and efficient.

3. Improvement of market response speed

The rapid iteration capability of AIGC technology enables companies to respond to market changes and consumer needs faster. When market trends change, companies can quickly adjust product design and marketing strategies to maintain a competitive advantage.

4. Innovative content generation capabilities

In today’s context of rapid digitization and globalization, AIGC technology can quickly generate creative content corresponding to specific cultural themes or styles based on user needs and market trends, including images, videos, texts and other forms. This flexible and efficient content generation capability enables cultural products to quickly adapt to market changes and satisfy consumers’ pursuit of freshness and personalization.

5. Combination of cultural inheritance and modern innovation

By applying AIGC technology, cultural enterprises and creative workers can break through the limitations of traditional creative output, explore new artistic expression and design concepts, and create unique cultural products. This not only helps maintain cultural diversity and innovation, but also provides more possibilities for the combination of cultural heritage and modern art.

Taken together, AIGC technology is having a profound impact on the design, production and sales of cultural products, and its role in promoting product innovation and enhancing market competitiveness cannot be ignored. In the future, with the continuous advancement of AI technology and the expansion of its application scope, AIGC technology is expected to become a key driving force in promoting the development of the cultural industry.

3. Opportunities and challenges of AIGC technology in rural revitalization strategy

1. Opportunity analysis

(1) Development opportunities brought by technology popularization

With the popularization of 5G networks and cloud computing technology, digital infrastructure in rural areas has been significantly improved. This provides technical support for the application of AIGC technology in rural areas, allowing local areas to better utilize these advanced technologies to develop cultural and creative industries.

(2) The driving role of policy support

The government’s policy support for rural revitalization and cultural industry development provides a good policy environment for the application of AIGC technology. Relevant financial support and preferential tax policies help reduce the threshold and cost of technology application.

(3) Growth of market demand

As consumers’ demand for personalized and cultural experiences grows, the market potential for cultural tourism products in rural areas is huge. AIGC technology can help locals develop more attractive and competitive products to meet market demand.

2. Challenge Analysis

(1) Technical threshold and talent shortage

Although AIGC technology has huge application potential, its technical threshold is relatively high and requires professional technical talents to operate and maintain. Rural areas often face talent shortages, which can limit the effective application of technology.

(2) Capital investment and cost control

The application of AIGC technology requires certain capital investment, including equipment purchase, software licensing, personnel training, etc. For rural areas with relatively poor economic conditions, how to balance input and output and control costs is an important challenge.

(3) Balance between cultural protection and innovation

While using AIGC technology for cultural innovation, how to protect and inherit the authenticity of traditional culture is an issue that requires careful consideration. Excessive technologicalization may lead to the distortion or commercialization of culture, which requires finding an appropriate balance between innovation and protection.

4. Prospects for future research and technology development

(1) Foreseeing the future of technology and applications

With the advancement of artificial intelligence technology, especially multi-modal AI large models, there will be more in-depth development of technology and applications in the field of AIGC in the future. Multimodal AI models better understand and generate human language and behavior by integrating and processing multiple types of data—such as text, images, sounds, and videos. We can expect that the following research directions will form important trends in the future:

1. Enhancement of contextual understanding

Future multimodal AI models will be more powerful in understanding the context of user inquiries, which will allow them to generate more nuanced and contextual responses, thereby providing a more complete interactive experience.

Future AIGC technology will be able to generate content across multiple modalities. For example, it can generate an image from a description and match the image with appropriate background music and text descriptions, creating a new, integrated multi-modal narrative.

3. Enhanced interactivity

Multimodal AI will be able to adjust content based on user interaction, such as generating real-time feedback based on user actions in a virtual reality environment, or providing customized guidance for user performance in interactive learning.

(2) Exploration of ethics, law and policy

As AIGC technology increasingly penetrates into all levels of personal life and social operations, becoming an indispensable part of the creative industry and daily communication, related ethical, legal and policy issues have gradually surfaced. Future research in this area needs to pay special attention to the following aspects:

1. Data privacy protection

With the development of AIGC technology, the collection and use of personal data has become more and more common. This makes data privacy protection an urgent issue that needs to be solved. Future research needs to conduct an in-depth analysis of how AIGC technology affects personal privacy rights and find solutions to balance technological innovation and personal privacy protection.

2. Intellectual property disputes

AIGC technology can generate a large amount of original content, but the ownership of the original rights of these contents has not yet been clearly defined by law. Future academic discussions need to conduct in-depth research on how to reasonably allocate intellectual property rights to works created by artificial intelligence, so as to provide reference for the formulation of relevant legal policies.

3. AI ethical issues

In addition to technical issues, the development of AIGC technology also brings social issues such as AI ethics. It is necessary to actively explore the ethical responsibilities of AI in the creation process through interdisciplinary cooperation, as well as the possible social impact of AI output content.

4. Needs for relevant policy formulation

While AIGC technology is developing rapidly, relevant policy formulation is necessary to guide and regulate the healthy development of technology. Future research should focus on policies that are being developed or need to be improved and make constructive policy recommendations based on practical experience and academic analysis.

5. Transnational legal coordination

Due to the global nature of AIGC technology, there may be legal differences in data governance and intellectual property rights in different countries. Research should focus on how the international community can jointly respond to this challenge through legal coordination and policy docking.

Through in-depth research on these important areas, we can not only foresee the development trends of technology, but more importantly, we can point out the strategic direction to deal with future challenges. This will provide a solid research foundation and strategic support for the role of AIGC technology in rural revitalization, making it an important force in promoting cultural, social and economic progress.

References

Chen, J., Yi, C., Du, H., Niyato, D., Kang, J., & Cai, J. (2024). A revolution of personalized healthcare: Enabling human digital twin with mobile AIGC. IEEE Network.

Chen, X., Hu, Z., & Wang, C. (2024). Empowering education development through AIGC: A systematic literature review. Education and Information Technologies.

Chen, X., Yahaya, W. A. J. W., Huang, Z., & Li, M. (2024). Enhancing Creativity with AIGC-Driven Animated Concept-Map Multimedia Instruction. Journal Title.

Sun, Y. (2024). Using Artificial Intelligence Generated Content Technology to Promote High-Quality Development of Guangzhou’s Customized Home Furnishing Industry. International Journal of Computer Science and Information Technology.

Xu, M., Du, H., Niyato, D., Kang, J., & Xiong, Z. (2024). Unleashing the power of edge-cloud generative ai in mobile networks: A survey of aigc services. IEEE Communications Surveys & Tutorials.

Technological Innovation | Dylan Chiang