科技文献挖掘分析与服务标准体系建设研究
Research on standard system construction for mining, analysis and service of scientific and technological literature
目的] 通过构建科技文献挖掘分析与服务的标准体系,旨在提高科技文献中知识获取、融合和利用的质量和效率,推动科技期刊出版机构间的交流与合作、提升科研机构科技文献细粒度知识挖掘分析效率。[方法]以“层级-内容-体系-优化策略”为研究思路,从国家、行业、地方、团体、企业、国际标准六个层级入手,覆盖“数据处理、知识挖掘、知识服务、情报分析、集成应用”全流程,深入梳理和剖析科技文献挖掘分析与服务的标准体系现状和特征,并提出标准体系优化策略。[结果]科技文献挖掘分析与服务的标准体系呈现出多层级标准分治共融、多维内容标准交融一体、层级内容共建标准体系的特征。[结论]从体系化推进各层级标准制定、完善全流程内容体系发展、聚焦通用和领域知识对象标准构建等方面提出科技文献挖掘分析与服务标准体系的优化策略。
Purposes] By constructing a standard system for mining, analysis, and service of scientific and technological literature, the aim is to improve the quality and efficiency of knowledge acquisition, integration, and utilization in scientific and technological literature, promote communication and cooperation among scientific and technological journal publishing institutions, and enhance the efficiency of fine-grained knowledge mining and analysis of scientific and technological literature in research institutions. [Methods] Taking the research approach of "hierarchy-content-system-optimization strategy", starting from six levels of national, industry, local, group, enterprise, and international standards, covering the entire process of "data processing, knowledge mining, knowledge services, intelligence analysis, and integrated application", this study thoroughly sorts out and analyzes the current status and characteristics of the standard system for scientific and technological literature mining, analysis, and service, and proposes optimization strategies for the standard system. [Findings] The standard system for mining, analysis and service of scientific and technological literature presents the characteristics of multi-level standard separation and integration, multi-dimensional content standard integration, and hierarchical content co-construction standard system. [Conclusions] Proposing optimization strategies for the standard system of scientific and technological literature mining, analysis, and service from the aspects of promoting the systematic development of standards at all levels, improving the development of the entire process content system, and focusing on the construction of universal and domain knowledge object standards.
李涵昱、曹晓丽、张智雄
信息传播、知识传播科学、科学研究计算技术、计算机技术
科技文献标准体系数据标注知识挖掘优化策略
Scientific and technological literatureStandard systemData annotationKnowledge miningOptimization strategy
李涵昱,曹晓丽,张智雄.科技文献挖掘分析与服务标准体系建设研究[EB/OL].(2024-10-06)[2025-08-18].https://chinaxiv.org/abs/202410.00013.点此复制
评论