Semantic Relation Based Expansion of Abbreviations

problem

  • 標識符的質(zhì)量對程序的編譯和軟件維護至關重要。
  • 標識符包含縮寫,降低了源代碼的可讀性和可維護性。

contribution

  • in this paper , proposes a generic and accurate approach to expand identifier abbreviations.

  • abbreviations in the name of software entity e have great chance to find their full terms in names of software entities

  • builds a knowledge graph to represent such entities and their relationships with e, and searches the graph for full terms.

introduce

  • short abbreviation -> words within the same document or the same project. (but coarse-grained and ignore semantic relations)

  • automatic and generic approach to expanding abbreviations in identifiers.

  • The rationale is that semantically related entities are likely to share some common concepts and thus their names may contain some common terms.

Segmentation of Identifier Names

Knowledge Graph


Approach

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