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resarch:nlpa:paper_3 [2014/10/16 11:15] preethac |
resarch:nlpa:paper_3 [2014/10/16 13:00] (current) preethac |
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| ** Problem:** | ** Problem:** | ||
| - | Filtering of large unstructured data from developer emails and bug tracking systems. | + | \\ Absence of comments/descriptions for methods. |
| **Importance/Applications of the technique:** | **Importance/Applications of the technique:** | ||
| - | Automatic mining of source code descriptions from bug tracking systems and mailing lists. | + | \\ Automatic mining of source code descriptions from bug tracking systems and mailing lists. |
| - | Source code re-documentation. | + | \\ Source code re-documentation. |
| **Approach:** | **Approach:** | ||
| + | \\ 1. Downloading emails and tracing them onto classes- using 2 heuristics- if email contains fully qualified class name or file name. For bug ids-matching bug id to closing comments. | ||
| + | \\ 2. Extracting paragraphs based on programming language keyword/operator density. | ||
| + | \\ 3. Tracing paragraphs onto method based on occurrence of keyword "method" and a method name followed by parenthesis. | ||
| + | \\ 4. Filtering paragraphs further by - return types, over-ridding/overloading and method invocations(invoking a method inside another method). | ||
| + | \\ 5. Computing textual similarities between paragraphs and methods and ranking them based on similarity measure. | ||
| - | |||
| - | ** | ||
| - | problematic API features** | ||
| ** | ** | ||
