A summary of software measurement experiences in the software engineering laboratory
Journal of Systems and Software
Theory-W Software Project Management Principles and Examples
IEEE Transactions on Software Engineering
Building Knowledge through Families of Experiments
IEEE Transactions on Software Engineering
Software Cost Estimation with Cocomo II with Cdrom
Software Cost Estimation with Cocomo II with Cdrom
SAICSIT '02 Proceedings of the 2002 annual research conference of the South African institute of computer scientists and information technologists on Enablement through technology
Limiting the Dangers of Intuitive Decision Making
IEEE Software
Measurement Automation: Methodological Background and Practical Solutions-A Multiple Case Study
METRICS '01 Proceedings of the 7th International Symposium on Software Metrics
Collecting, Integrating and Analyzing Software Metrics and Personal Software Process Data
EUROMICRO '03 Proceedings of the 29th Conference on EUROMICRO
Understanding software project risk: a cluster analysis
Information and Management
Predictors of customer perceived software quality
Proceedings of the 27th international conference on Software engineering
Reliability and Validity in Comparative Studies of Software Prediction Models
IEEE Transactions on Software Engineering
Questions programmers ask during software evolution tasks
Proceedings of the 14th ACM SIGSOFT international symposium on Foundations of software engineering
FASTDash: a visual dashboard for fostering awareness in software teams
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Information Needs in Collocated Software Development Teams
ICSE '07 Proceedings of the 29th international conference on Software Engineering
IEEE Transactions on Software Engineering
A metric for software readability
ISSTA '08 Proceedings of the 2008 international symposium on Software testing and analysis
Does distributed development affect software quality?: an empirical case study of Windows Vista
Communications of the ACM - A Blind Person's Interaction with Technology
ICSE '09 Proceedings of the 31st International Conference on Software Engineering
Alitheia Core: An extensible software quality monitoring platform
ICSE '09 Proceedings of the 31st International Conference on Software Engineering
Cross-project defect prediction: a large scale experiment on data vs. domain vs. process
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Awareness 2.0: staying aware of projects, developers and tasks using dashboards and feeds
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 1
Software analytics as a learning case in practice: approaches and experiences
Proceedings of the International Workshop on Machine Learning Technologies in Software Engineering
Information needs for software development analytics
Proceedings of the 34th International Conference on Software Engineering
Software analytics in practice: mini tutorial
Proceedings of the 34th International Conference on Software Engineering
Goldfish bowl panel: software development analytics
Proceedings of the 34th International Conference on Software Engineering
A goal driven framework for software project data analytics
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Data stream mining for predicting software build outcomes using source code metrics
Information and Software Technology
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Despite large volumes of data and many types of metrics, software projects continue to be difficult to predict and risky to conduct. In this paper we propose software analytics which holds out the promise of helping the managers of software projects turn their plentiful information resources, produced readily by current tools, into insights they can act on. We discuss how analytics works, why it's a good fit for software engineering, and the research problems that must be overcome in order to realize its promise.