Enriching documents with examples: A corpus mining approach

Jinhan Kim, Sanghoon Lee, Seung Won Hwang, Sunghun Kim

Research output: Contribution to journalArticlepeer-review

52 Citations (Scopus)


Software developers increasingly rely on information from the Web, such as documents or code examples on application programming interfaces (APIs), to facilitate their development processes. However, API documents often do not include enough information for developers to fully understand how to use the APIs, and searching for good code examples requires considerable effort. To address this problem, we propose a novel code example recommendation system that combines the strength of browsing documents and searching for code examples and returns API documents embedded with high-quality code example summaries mined from the Web. Our evaluation results show that our approach provides code examples with high precision and boosts programmer productivity.

Original languageEnglish
Article number1
JournalACM Transactions on Information Systems
Issue number1
Publication statusPublished - 2013 Jan

All Science Journal Classification (ASJC) codes

  • Information Systems
  • General Business,Management and Accounting
  • Computer Science Applications


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