An Empirical Assessment on Merging and Repositioning of Static Analysis Alarms
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The document presents an empirical assessment of merging and repositioning static analysis alarms, highlighting that 35-91% of 40 analyzed alarms are false positives. It discusses methodologies for reducing these false alarms by up to 20%. The research emphasizes the importance of data quality in the context of static analysis in software development.
An Empirical Assessment on Merging and Repositioning of Static Analysis Alarms
- 1. NILOOFAR MANSOOR TUKARAM MUSKE ALEXANDER SEREBRENIK BONITA SHARIF U Nebraska–Lincoln Tata Consultancy Services Eindhoven U of Technology U Nebraska-Lincoln @NiloofarMansoor @TukaramMuske @aserebrenik @shbonita ANEMPIRICALASSESSMENT ONMERGINGAND REPOSITIONING OFSTATICANALYSISALARMS
- 6. AIOB 1 AIOB 2 Data Analyst - The Noun Project icon from the Noun Project. Author: Five by Five ISSTA 2018
- 7. AIOB 1 AIOB 2 Data Analyst - The Noun Project icon from the Noun Project. Author: Five by Five
- 8. AIOB 1 AIOB 2 Data Analyst - The Noun Project icon from the Noun Project. Author: Five by Five Repositioned AIOB
- 9. AIOB 1 AIOB 2 Data Analyst - The Noun Project icon from the Noun Project. Author: Five by Five Merged AIOB
- 12. https://www.cloudresearch.com/wp-content/uploads/2019/08/What-Is-Data-Quality-and-Why-Is-It-Important2@2x.jpg Repositioning B1 original B1 repositioned B2 original B2 repositioned Merging C1 original C1 merged C2 original C2 merged DOESTHE ASSERTIONHOLD?
- 13. https://www.cloudresearch.com/wp-content/uploads/2019/08/What-Is-Data-Quality-and-Why-Is-It-Important2@2x.jpg Training Tasks Repositioning B1 original B1 repositioned B2 original B2 repositioned Merging C1 original C1 merged C2 original C2 merged
- 14. https://www.cloudresearch.com/wp-content/uploads/2019/08/What-Is-Data-Quality-and-Why-Is-It-Important2@2x.jpg Demographics and Experience Cognitive Tasks Pro f iciency Tasks Training Tasks Repositioning B1 original B1 repositioned B2 original B2 repositioned Merging C1 original C1 merged C2 original C2 merged
- 15. https://www.cloudresearch.com/wp-content/uploads/2019/08/What-Is-Data-Quality-and-Why-Is-It-Important2@2x.jpg C1 original C1 merged C2 original C2 merged Demographics and Experience Cognitive Tasks Pro f iciency Tasks Training Tasks Repositioning B1 original B1 repositioned B2 original B2 repositioned Merging 53
- 16. https://www.cloudresearch.com/wp-content/uploads/2019/08/What-Is-Data-Quality-and-Why-Is-It-Important2@2x.jpg C1 original C1 merged C2 original C2 merged Demographics and Experience Cognitive Tasks Pro f iciency Tasks Training Tasks Repositioning B1 original B1 repositioned B2 original B2 repositioned Merging 53 Noevidence Noevidence
- 17. AIOB 1 AIOB 2 Data Analyst - The Noun Project icon from the Noun Project. Author: Five by Five Repositioned AIOB Reductionupto20% Noevidence @NiloofarMansoor @TukaramMuske @aserebrenik @shbonita