| 韩雪,陈秋琼,戴耀,胡佳荣.面向开源情报的实体链接技术研究综述[J].情报工程,2025,11(3):078-091 |
| 面向开源情报的实体链接技术研究综述 |
| A Comprehensive Survey on Entity Linking Techniques Tailored for Open Source Intelligence |
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| DOI： |
| 中文关键词: 开源情报；实体链接；实体消歧；关系抽取；DeepSeek |
| 英文关键词: Open Source Intelligence; Entity Linking; Entity Disambiguation; Relation Extraction; DeepSeek |
| 基金项目: |
| 作者 | 单位 | | 韩雪 | 海军大连舰艇学院 大连 116000 | | 陈秋琼 | 海军大连舰艇学院 大连 116000 | | 戴耀 | 海军大连舰艇学院 大连 116000 | | 胡佳荣 | 大连海事大学信息科学技术学院 大连 116000 |
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| 摘要点击次数: 48 |
| 全文下载次数: 34 |
| 中文摘要: |
| [目的/意义]开源情报已成为核心研究论题，其战略价值在于为决策者在复杂环境下提供关键信息支持，以辅助制定最优决策。[方法/过程]详细阐述开源情报实体链接各模块运行流程，整理实体链接技术发展脉络，并结合最新科技产物DeepSeek 探讨其对开源情报实体链接领域的影响。[ 结果/ 结论] 通过梳理表明现有技术理论上能有效解决开源情报实体链接问题，但随着时代发展，多模态、小样本等问题接踵而至，因此仍需全新实体链接相关技术破旧立新。 |
| 英文摘要: |
| [Objective/Significance]Open source intelligence has become a pivotal research focus, with its strategic significance rooted in furnishing decision-makers with essential information support within intricate environments to aid in formulating optimal decisions. [Methods/Processes] This paper elaborates on the operational workflows of various modules within OSINT entity linking, organizes the developmental trajectory of entity linking technologies, and examines the impact of the latest technological innovation, DeepSeek, on the field of OSINT entity linking. [Results/Conclusions] Through a comprehensive review, it is evident that existing technologies can theoretically effectively address the issues in OSINT entity linking. However,with the advancement of time, new challenges such as multimodality and small sample sizes have emerged one after another.Therefore, there is still a need for innovative entity linking technologies to break with tradition and establish new paradigms. |
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