An Analysis of the Search Spaces for Generate and Validate Patch Generation Systems

We present the first systematic analysis of the characteristics of patch search spaces for automatic patch generation systems. We analyze the search spaces of two current state-of-the-art systems, SPR and Prophet, with 16 different search space configurations. Our results are derived from an analysis of 1104 different search spaces and 768 patch generation executions. Together these experiments consumed over 9000 hours of CPU time on Amazon EC2. The analysis shows that 1) correct patches are sparse in the search spaces (typically at most one correct patch per search space per defect), 2) incorrect patches that nevertheless pass all of the test cases in the validation test suite are typically orders of magnitude more abundant, and 3) leveraging information other than the test suite is therefore critical for enabling the system to successfully isolate correct patches. We also characterize a key tradeoff in the structure of the search spaces. Larger and richer search spaces that contain correct patches for more defects can actually cause systems to find fewer, not more, correct patches. We identify two reasons for this phenomenon: 1) increased validation times because of the presence of more candidate patches and 2) more incorrect patches that pass the test suite and block the discovery of correct patches. These fundamental properties, which are all characterized for the first time in this paper, help explain why past systems often fail to generate correct patches and help identify challenges, opportunities, and productive future directions for the field

Including Sustainable Development Goals (SDGs) Transversally in Education

Spanish Ministry of Science and Innovation and the State Research Agency grant PID2020-115214RB-I0

Technology acceptance and leadership 4.0: A quali-quantitative study

With the rapid advancement of Industry 4.0, new technologies are changing the nature of work and organizations. Nevertheless, technology acceptance is still an open issue and research, and practice interventions should investigate its antecedents and implement actions in order to reduce the risks of resistance and foster acceptance and effective usage of the new tools and systems. This quali-quantitative study was aimed at exploring perceptions about Industry 4.0 and its transformations and investigating job antecedents of technology acceptance. Whilst not many studies in the literature on technology acceptance have considered workers’ well-being, in this study, its association with work engagement has also been examined. The qualitative study used focus groups to collect perceptions of 14 key roles in a company that was implementing Industry 4.0. In the same company, the quantitative study involved 263 employees who filled in a questionnaire. The results confirmed that both job resources, namely supervisor support and role clarity, were antecedents of technology acceptance, which, in turn, was associated with work engagement. This study provides useful suggestions for interventions aimed at foster technology acceptance and workers’ well-being in companies that are facing Industry 4.0 transformations. Particularly, investments in both leadership 4.0 development and communication programs are essential

Selective Oxidation of sp^3 C-H Bonds in Water Catalyzed by a Glycinate-Platinum(II) Complex

In aqueous solution, [Pt^(II)(glycinato)Cl_2]^− catalyzes oxidation by [Pt^(IV)Cl_6]^(2−) of the methyl group of p-toluenesulfonate to the corresponding alcohol and aldehyde, with no further oxidation to the carboxylic acid. Both rate and selectivity are improved in comparison to the original Shilov system that employs [Pt^(II)Cl_n(H_2O)_(4−n)]^(2−n) as the catalyst

Insights from a project procurement strategy through an action research

The purpose of this paper is to describe the process of selecting an appropriate procurement method most suitable to the specificities of a building retrofitting project. The relevant literature points to the difficulties in managing design errors and mistakes in the conception phase and their negative impact on the construction phase and, ultimately, on construction project development. The regulatory framework related to these issues exists but the problems persist, alongside the absence of regulation in the project manager’s functions. General contracting is the procurement method mostly used but has its caveats, particularly in risky and complex construction projects. This study adopts a Participatory Action Research methodology to describe all the procedures and decision making during the project development process, including the evaluation of the tenders and the ensuing competitive negotiation process. The results of the study show the importance of a design consultant with skills base and experience in procurement in the process of construction project development. The competitive negotiation process allowed to a final contract price that was lower than the initial best offer. Furthermore, a revised structural project design undertaken under the responsibility of the contractor increased the quality of the project design in comparison with the initial one. The results also show some adjustments in procurement method along the procurement process.info:eu-repo/semantics/publishedVersio