The Truth, The Whole Truth, and Nothing But the Truth

Author:

Blackburn Stephen M.1,Diwan Amer2,Hauswirth Matthias3,Sweeney Peter F.4,Amaral José Nelson5,Brecht Tim6,Bulej Lubomír7,Click Cliff8,Eeckhout Lieven9,Fischmeister Sebastian6,Frampton Daniel10,Hendren Laurie J.11,Hind Michael12,Hosking Antony L.13,Jones Richard E.14,Kalibera Tomas14,Keynes Nathan15,Nystrom Nathaniel3,Zeller Andreas16

Affiliation:

1. Australian National University, ACT, Australia

2. Google

3. Università della Svizzera italiana, Lugano, Switzerland

4. IBM Research, New York, USA

5. University of Alberta, Alberta, Canada

6. University of Waterloo, Waterloo, Ontario, Canada

7. Charles University, Czech Republic

8. Azul, H2O, Neurensic

9. Ghent University, Zwijnaarde, Belgium

10. Microsoft, Redmond, WA, USA

11. McGill University, Montreal, Quebec, Canada

12. IBM Research, NY, USA

13. Australian National University, Data61, Purdue University, ACT, Australia

14. University of Kent, UK

15. Oracle, Brisbane, Australia

16. Saarland University, Saarbrücken Germany

Abstract

An unsound claim can misdirect a field, encouraging the pursuit of unworthy ideas and the abandonment of promising ideas. An inadequate description of a claim can make it difficult to reason about the claim, for example, to determine whether the claim is sound. Many practitioners will acknowledge the threat of unsound claims or inadequate descriptions of claims to their field. We believe that this situation is exacerbated, and even encouraged, by the lack of a systematic approach to exploring, exposing, and addressing the source of unsound claims and poor exposition. This article proposes a framework that identifies three sins of reasoning that lead to unsound claims and two sins of exposition that lead to poorly described claims and evaluations. Sins of exposition obfuscate the objective of determining whether or not a claim is sound, while sins of reasoning lead directly to unsound claims. Our framework provides practitioners with a principled way of critiquing the integrity of their own work and the work of others. We hope that this will help individuals conduct better science and encourage a cultural shift in our research community to identify and promulgate sound claims.

Publisher

Association for Computing Machinery (ACM)

Subject

Software

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