V2EX metapath

Metapath

释义 Definition

metapath(也常写作 meta-path)元路径;在异构信息网络/知识图谱中,由一串节点类型与关系类型组成的“类型级路径”,用来表达与约束某种语义关联(例如:作者→论文→会议 表示“作者发表在某会议的论文”这类语义)。

发音 Pronunciation (IPA)

/mtpθ/

例句 Examples

A metapath can help you find similar users.
元路径可以帮助你找到相似的用户。

By designing different metapaths in a heterogeneous graph, researchers can capture multiple semantic relations (such as AuthorPaperVenue) to improve recommendation and classification.
通过在异构图中设计不同的元路径,研究者可以捕捉多种语义关系(如“作者论文会议/期刊”),从而提升推荐与分类效果。

词源 Etymology

由前缀 meta-(“关于……之上的、元……的”,表示更高层次/抽象层)+ path(“路径”)构成,字面意思是“更高层次的路径”。在图与网络语境中,它强调的是类型层(schema-level)的路径,而非具体实例节点间的路径。

相关词 Related Words

文献/作品中的用例 Literary / Notable Works

  • Sun, Yizhou et al.PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks.” VLDB(2011)
  • Dong, Yuxiao; Chawla, Nitesh V.; Swami, Ananthram.metapath2vec: Scalable Representation Learning for Heterogeneous Networks.” KDD(2017)
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