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» Software traceability with topic modeling
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ASWEC
2010
IEEE
14 years 9 months ago
Scenario-Based Validation: Beyond the User Requirements Notation
—A quality-driven approach to software development and testing demands that, ultimately, the requirements of stakeholders be validated against the actual behavior of an implement...
Dave Arnold, Jean-Pierre Corriveau, Wei Shi
RE
1999
Springer
15 years 1 months ago
Bridging the Gap Between Past and Future in RE: A Scenario-Based Approach
Requirements Engineering (RE) investigates the impact of a future-oriented change vision, but the move towards this vision must consider a context heavily shaped by the past. As R...
Peter Haumer, Matthias Jarke, Klaus Pohl, Patrick ...
ECML
2007
Springer
15 years 3 months ago
Statistical Debugging Using Latent Topic Models
Abstract. Statistical debugging uses machine learning to model program failures and help identify root causes of bugs. We approach this task using a novel Delta-Latent-Dirichlet-Al...
David Andrzejewski, Anne Mulhern, Ben Liblit, Xiao...
SIGIR
2008
ACM
14 years 9 months ago
Blogger, stick to your story: modeling topical noise in blogs with coherence measures
Topical noise in blogs arises when bloggers digress from the central topical thrust of their blogs. We introduce a method to explicitly incorporate a model of topical noise into a...
Jiyin He, Wouter Weerkamp, Martha Larson, Maarten ...
84
Voted
ACL
2011
14 years 1 months ago
Interactive Topic Modeling
Topic models have been used extensively as a tool for corpus exploration, and a cottage industry has developed to tweak topic models to better encode human intuitions or to better...
Yuening Hu, Jordan L. Boyd-Graber, Brianna Satinof...