TY - GEN
T1 - Teaching and training for software analytics
AU - Zhang, Dongmei
AU - Dang, Yingnong
AU - Han, Shi
AU - Xie, Tao
PY - 2012
Y1 - 2012
N2 - Software analytics is to enable software practitioners to perform data exploration and analysis in order to obtain insightful and actionable information for data-driven tasks around software and services. When applying analytic technologies in practice of software analytics, one should incorporate (1) a broad spectrum of domain knowledge and expertise, e.g., management, machine learning, large-scale data processing and computing, and information visualization; and (2) investigate how practitioners take actions on the produced information, and provide effective support for such information-based action taking. This tutorial instructs materials to equip participants with skills and knowledge of conducting software analytics along with teaching and training students and practitioners for software analytics in university or industrial settings.
AB - Software analytics is to enable software practitioners to perform data exploration and analysis in order to obtain insightful and actionable information for data-driven tasks around software and services. When applying analytic technologies in practice of software analytics, one should incorporate (1) a broad spectrum of domain knowledge and expertise, e.g., management, machine learning, large-scale data processing and computing, and information visualization; and (2) investigate how practitioners take actions on the produced information, and provide effective support for such information-based action taking. This tutorial instructs materials to equip participants with skills and knowledge of conducting software analytics along with teaching and training students and practitioners for software analytics in university or industrial settings.
KW - Software analytics
KW - Software engineering education and training
KW - Technology transfer
UR - http://www.scopus.com/inward/record.url?scp=84866622285&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84866622285&partnerID=8YFLogxK
U2 - 10.1109/CSEET.2012.14
DO - 10.1109/CSEET.2012.14
M3 - Conference contribution
AN - SCOPUS:84866622285
SN - 9780769546933
T3 - Proceedings - 2012 25th IEEE Conference on Software Engineering Education and Training, CSEE and T 2012
SP - 92
BT - Proceedings - 2012 25th IEEE Conference on Software Engineering Education and Training, CSEE and T 2012
T2 - 2012 25th IEEE Conference on Software Engineering Education and Training, CSEE and T 2012
Y2 - 17 April 2012 through 19 April 2012
ER -