Software analytics as a learning case in practice: approaches and experiences
作者： Dongmei Zhang , Yingnong Dang , Jian-Guang Lou , Shi Han , Haidong Zhang
关键词: Web analytics 、 Business analytics 、 Software peer review 、 Computer science 、 Domain analysis 、 Data science 、 Analytics 、 Software development 、 Semantic analytics 、 Software 、 Package development process 、 Domain knowledge 、 Information visualization 、 Business intelligence 、 Software as a service 、 Software deployment 、 Social software engineering 、 Software visualization 、 Software construction 、 Software walkthrough 、 Software analytics 、 Cultural analytics 、 Visual analytics
摘要: Software analytics is to enable software practitioners perform data exploration and analysis in order obtain insightful actionable information for data-driven tasks around services. In this position paper, we advocate that when applying analytic technologies practice of analytics, one should (1) incorporate a broad spectrum domain knowledge expertise, e.g., management, machine learning, large-scale processing computing, visualization; (2) investigate how take actions on the produced information, provide effective support such information-based action taking. Our based our experiences successful technology transfer at Microsoft Research Asia.
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