An Extended Abstract of "Metamorphic Robustness Testing: Exposing Hidden Defects in Citation Statistics and Journal Impact Factors"J1
We propose a robustness testing approach for software systems that process large amounts of data. Our method uses metamorphic relations to check software output for erroneous input in the absence of a tangible test oracle. We use this technique to test two major citation database systems: Scopus and the Web of Science. We report a surprising finding that the inclusion of hyphens in paper titles impedes citation counts, and that this is a result of the lack of robustness of the citation database systems in handling hyphenated paper titles. Our results are valid for the entire literature as well as for individual fields such as chemistry. We further find a strong and significant negative correlation between the journal impact factor (JIF) of IEEE Transactions on Software Engineering (TSE) and the percentage of hyphenated paper titles published in TSE. Similar results are found for ACM Transactions on Software Engineering and Methodology. A software engineering field-wide study reveals that the higher JIF-ranked journals are publishing a lower percentage of papers with hyphenated titles. Our results challenge the common belief that citation counts and JIFs are reliable measures of the impact of papers and journals, as they can be distorted simply by the presence of hyphens in paper titles.
Tue 7 JulDisplayed time zone: (UTC) Coordinated Universal Time change
07:00 - 08:00 | I1-MetastudiesNew Ideas and Emerging Results / Technical Papers / Journal First / Demonstrations at Baekje Chair(s): Michael Vierhauser Johannes Kepler University Linz | ||
07:00 12mTalk | An Evidence-Based Inquiry into the Use of Grey Literature in Software EngineeringTechnical Technical Papers He Zhang Nanjing University, Xin Zhou State Key Laboratory of Novel Software Technology, Software Institute, Nanjing University, Xin Huang State Key Laboratory of Novel Software Technology, Software Institute, Nanjing University, Huang Huang State Key Laboratory of Novel Software Technology, Software Institute, Nanjing University, Muhammad Ali Babar The University of Adelaide | ||
07:12 8mTalk | An Extended Abstract of "Metamorphic Robustness Testing: Exposing Hidden Defects in Citation Statistics and Journal Impact Factors"J1 Journal First Zhi Quan (George) Zhou University of Wollongong, Australia, T.H. Tse The University of Hong Kong, Matt Witheridge University of Wollongong | ||
07:20 8mTalk | A Procedure and Guidelines for Analyzing Groups of Software Engineering ReplicationsJ1 Journal First Adrian Santos Parrilla University of Oulu, Sira Vegas Universidad Politecnica de Madrid, Markku Oivo University of Oulu, Natalia Juristo Universidad Politecnica de Madrid | ||
07:28 3mTalk | An SLR-Tool: Search Process in PracticeDemo Demonstrations Andreas Hinderks University of Seville, Francisco José Domínguez Mayo University of Seville, Jörg Thomaschewski University of Applied Sciences Emden/Leer, María José Escalona University of Seville | ||
07:31 6mTalk | Threats to Validity in Experimenting Mutation-Based Fault LocalizationNIER New Ideas and Emerging Results | ||
07:37 8mTalk | Methodological Principles for Reproducible Performance Evaluation in Cloud ComputingJ1 Journal First Alessandro Vittorio Papadopoulos Mälardalen University, Laurens Versluis Vrije Universiteit Amsterdam, André Bauer University of Würzburg, Nikolas Herbst University of Würzburg, Joakim von Kistowski University of Würzburg, Ahmed Ali-Eldin UMass Amherst, Cristina L. Abad Escuela Superior Politecnica del Litoral, Jose Nelson Amaral University of Alberta, Petr Tuma Charles University, Alexandru Iosup Vrije Universiteit Amsterdam | ||
07:45 8mTalk | Bayesian Data Analysis in Empirical Software Engineering ResearchJ1 Journal First Carlo A. Furia Università della Svizzera italiana (USI), Robert Feldt Chalmers | University of Gothenburg, Blekinge Institute of Technology, Richard Torkar Chalmers and the University of Gothenburg DOI Pre-print |