@inproceedings{8e643f66422e45748ae7ad3478dd0e7c,
title = "Automatic labeling of software requirements clusters",
abstract = "Clustering is of great practical value in retrieving reusable requirements artifacts from the ever-growing software project repositories. Despite the development of automated cluster labeling techniques in information retrieval, little is understood about automatic labeling of requirements clusters. In this paper, we review the literature on cluster labeling, and conduct an experiment to evaluate how automated methods perform in labeling requirements clusters. The results show that differential labeling outperforms cluster-internal labeling, and that hybrid method does not necessarily lead to the labels best matching human judgment. Our work sheds light on improving automated ways to support search-driven development.",
keywords = "clustering, labeling, requirements, software reuse",
author = "Nan Niu and Sandeep Reddivari and Anas Mahmoud and Tanmay Bhowmik and Songhua Xu",
year = "2012",
doi = "10.1109/SUITE.2012.6225472",
language = "English (US)",
isbn = "9781467318488",
series = "2012 4th International Workshop on Search-Driven Development: Users, Infrastructure, Tools, and Evaluation, SUITE 2012 - Proceedings",
pages = "17--20",
booktitle = "2012 4th International Workshop on Search-Driven Development",
note = "2012 4th International Workshop on Search-Driven Development: Users, Infrastructure, Tools, and Evaluation, SUITE 2012 ; Conference date: 05-06-2012 Through 05-06-2012",
}