A Clustering-Based Approach to Enriching Code Foraging Environment

A Clustering-Based Approach to Enriching Code Foraging Environment

Dettagli Bibliografici
Parent link:	IEEE Transactions on Cybernetics Vol. PP, iss. 99.— 2015.— [12 p.]
Ente Autore:	Национальный исследовательский Томский политехнический университет (ТПУ) Юргинский технологический институт (филиал) (ЮТИ) Кафедра информационных систем (ИС)
Altri autori:	Niu N. Nan, Jin X. Xiaoyu, Niu Zh. Zhendong, Cheng J.-R. C. Jing-Ru, Li L. Ling, Kataev M. Yu. Mikhail Yurievich
Riassunto:	Title screen Developers often spend valuable time navigating and seeking relevant code in software maintenance. Currently, there is a lack of theoretical foundations to guide tool design and evaluation to best shape the code base to developers. This paper contributes a unified code navigation theory in light of the optimal food-foraging principles. We further develop a novel framework for automatically assessing the foraging mechanisms in the context of program investigation. We use the framework to examine to what extent the clustering of software entities affects code foraging. Our quantitative analysis of long-lived open-source projects suggests that clustering enriches the software environment and improves foraging efficiency. Our qualitative inquiry reveals concrete insights into real developer's behavior. Our research opens the avenue toward building a new set of ecologically valid code navigation tools. Режим доступа: по договору с организацией-держателем ресурса
Pubblicazione:	2015
Soggetti:	электронный ресурс труды учёных ТПУ
Accesso online:	http://dx.doi.org/10.1109/TCYB.2015.2419811
Natura:	Elettronico Capitolo di libro
KOHA link:	https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=644974

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