文化大数据与智能设计平台综述

Review on Cultural Big Data and Intelligent Design Platform

中文关键词: 文化大数据  多源异构融合  人工智能  智能设计  平台架构

英文关键词: cultural big data  multi-source heterogeneous integration  artificial intelligence  intelligent design  platform architecture

中文摘要:

      目的 基于对文化大数据平台和智能设计平台的发展现状研究，阐述多源异构融合文化大数据平台建设面临的挑战，提出文化大数据智能设计平台的系统架构，在传承和保护文化的同时，探索文化数据在设计领域的再开发与再利用。方法 通过对相关文献的收集、整理和分析，了解文化大数据平台和智能设计平台的国内外研究进展，综合对比分析其技术原理、研究难点与挑战，并提出文化大数据智能设计平台的基础架构。结论 文化大数据平台的发展促进了文化的保护利用，但是仍存在利用率低、使用较困难等问题;人工智能技术在设计领域的应用，为设计学科引入了新的设计方法和路径，可以有效提升设计效率与质量，但当前的智能设计工具及平台仍然存在功能较为单一、缺乏灵活性等问题，有待进一步提升;文化大数据智能设计平台的研发，可以提升文化大数据的利用效率，探索文化大数据在设计不同阶段、不同方向的应用，提升设计作品的文化底蕴与质量。

英文摘要:

      Based on the research on the development status of cultural big data platforms and intelligent design platforms, the challenges faced by the construction of multi-source heterogeneous integrated cultural big data platforms are explained, and the system architecture of cultural big data intelligent design platforms is proposed. The redevelopment and utilization of cultural data in the field of design and inherit are explored while the culture is protected at the same time. By collecting, summarizing, and collating related documents and related information, the related research progress of cultural big data platforms and intelligent design platforms is organized, their technical principles, research difficulties and challenges are comprehensively compared and analyzed, and based on this, the infrastructure of the cultural big data intelligent design platform is proposed. The development of cultural big data platforms has promoted the protection and utilization of culture, but still has the characteristics of low utilization and difficult to use; the application of artificial intelligence technology in the design field has introduced new design methods and paths for the design discipline, which can effectively improve design efficiency and quality, but the current intelligent design tools and platforms still have characteristics of relatively single function and lack of flexibility, which need to be further improved; the research and development of cultural big data intelligent design platform can improve the efficiency of cultural big data utilization, explore the application of cultural big data in different stages and directions of design, and improve the cultural heritage and quality of design works.