Masters Thesis: A reuse repository with automated synonym support and cluster generation
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Having a code reuse repository available can be a great asset for a programmer. But locating components can be difficult if only static documentation is available, due to vocabulary mismatch. ...
Having a code reuse repository available can be a great asset for a programmer. But locating components can be difficult if only static documentation is available, due to vocabulary mismatch. Identifying informal synonyms used in documentation can help alleviate this mismatch. The cost of creating a reuse support system is usually fairly high, as much manual effort goes into its construction.
This project has resulted in a fully functional reuse support sys- tem with clustering of search results. By automating the construc- tion of a reuse support system from an existing code reuse repository, and giving the end user a familiar interface, the reuse support system constructed in this project makes the desired functionality available. The constructed system has an easy to use interface, due to a fa- miliar browser-based front-end. An automated method called LSI is used to handle synonyms, and to some degree polysemous words in indexed components.
In the course of this project, the reuse support system has been tested using components from two sources, the retrieval performance measured, and found acceptable. Clustering usability is evaluated and clusters are found to be generally helpful, even though some fine-tuning still has to be done.
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