Applying and Integrating Natural Language Processing Analysis of Programs to Aid in Software Maintenance and Evolution
Applying and Integrating Natural Language Processing Analysis of Programs to Aid in Software Maintenance and Evolution
批准号:
0702401
负责人:
Lori Pollock
金额:
$40.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2007
资助国家:
美国
项目状态:
已结题
起止时间:
2007-07-15 至 2011-12-31
中文摘要
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英文摘要
Proposal P0702401TITLE Applying and Integrating Natural Language Processing Analysis of Programs to Aid in Software Maintenance and EvolutionPI Lori PollockDespite the available software development tools, recent studies have shown that software engineers spend more time reading, locating, and comprehending code than actually writing code. The research focuses on developing program analyses and integrated tools for easing program maintenance and evolution by applying natural language processing (NLP) to source code (identifiers, literals, comments and bug reports) and integrating NLP, information retrieval, and traditional program analysis. Thus, this project takes an interdisciplinary approach to software analysis. The predicted impact will be significantly advancing theory and development of practical tools that provide automatic or semiautomatic assistance in software development and maintanence, which should decrease maintenance time and help to increase the quality of software. The use of students in testing the theories and tools, and the introduction of courses focusing on how to perform effective maintenance, will also have a significant beneficial impact. It will impart new technologies and encourage new ways of thinking about program maintenance and evolution.
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