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人工智能基础数据服务行业进入高质量发展新阶段

作者:宋琦 出版日期:2022年11月 报告页数:19 页 报告大小: 报告字数:14493 字 所属丛书:工业和信息化蓝皮书 所属图书:人工智能发展报告(2021~2022) 浏览人数: 下载人数:

文章摘要:基础数据服务行业是人工智能算法研发落地的重要保障,为人工智能发展提供重要的数据“燃料”。近年来,人工智能(AI)基础数据服务行业进入加速成长阶段,存量市场需求稳步增加,增量市场需求不断拓展,市场需求日趋多元化、精细化。具备一定常规计算机培训和专业素养的基础数据服务人员仍是行业重要资源,成为人力成本优势地区推动AI产业发展的重要抓手。随着人工智能加速商业化落地,AI基础数据服务行业面临一系列新的挑战,如服务质量要求显著提高,产出供给不足,劳动... 展开

文章摘要:基础数据服务行业是人工智能算法研发落地的重要保障,为人工智能发展提供重要的数据“燃料”。近年来,人工智能(AI)基础数据服务行业进入加速成长阶段,存量市场需求稳步增加,增量市场需求不断拓展,市场需求日趋多元化、精细化。具备一定常规计算机培训和专业素养的基础数据服务人员仍是行业重要资源,成为人力成本优势地区推动AI产业发展的重要抓手。随着人工智能加速商业化落地,AI基础数据服务行业面临一系列新的挑战,如服务质量要求显著提高,产出供给不足,劳动力特别是专业化有经验的高端人力资源缺口较大,服务产品同质化,行业规范化不足,数据安全问题愈加凸显等。未来,精细化、高定制化数据需求将逐渐增加,逐步形成流程、技术、管理和人才壁垒,行业整体智能化水平将不断提高,“数据服务基地”模式将在行业自身发展与地方产业链延伸中进一步体现出良好的经济与社会效益。应优化行业区域布局,推动标准研制应用,提高行业规范化水平,同时加强数据监管,提高人员素质,进而推动我国AI基础数据服务行业快速高质量发展。

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Abstract:The basic data service industry is an important guarantee for the implementation of artificial intelligence algorithm research and development,and provides important data “fuel” for the development of artificial intelligence. In recent years,the artificial intelligence basic data service industry has entered a stage of accelerated growth. The stock market demand has increased steadily,the incremental market demand has expanded,a... 展开

Abstract:The basic data service industry is an important guarantee for the implementation of artificial intelligence algorithm research and development,and provides important data “fuel” for the development of artificial intelligence. In recent years,the artificial intelligence basic data service industry has entered a stage of accelerated growth. The stock market demand has increased steadily,the incremental market demand has expanded,and the market demand has become increasingly diversified and refined. Basic data service personnel with certain routine computer training and professional quality are still important resources in the industry and become an important starting point for promoting the development of artificial intelligence industry in areas with advantageous human cost. With the accelerated commercialization of artificial intelligence,the basic data service industry is facing a series of new challenges. The service quality requirements are significantly improved;the output supply is insufficient;the labor force has a huge gap,especially the professional and experienced high-end human resources;the products are homogeneous;the industry is not standardized;and the problem of data security is becoming more and more prominent. In the future,the demand for refined and highly customized data will gradually increase,and barriers of process,technology,management and talents will be gradually formed. The overall intelligent level of the industry will continue to improve. The “Basic data service base” model will further realize good economic and social benefits in the development of the industry itself and the extension of local industrial chain. We should optimize the regional layout of the industry,promote the development and application of standards,improve the standardization level of the industry,strengthen data supervision,improve personnel quality,and then,promote the rapid and high-quality development of China’s AI basic data service industry.

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作者简介

宋琦:宋琦,博士,国家工业信息安全发展研究中心工程师,主要从事国内外人工智能、数据安全等领域政策与产业研究工作。