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Replication Package of the study "Automated Identification and Qualitative Characterization of Safety Concerns Reported in UAV Software Platforms"

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NIAID Data Ecosystem2026-03-13 收录
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https://zenodo.org/record/6207783
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资源简介:
Description of the Dataset of the work "Automated Identification and Qualitative Characterization of Safety Concerns Reported in UAV Software Platforms" "1_Safety-Dataset" folder: This folder contains the bugs data and row data of all analyzed projects.  Specifically, this folder contains the following relevant entries        - "bugs" folder: It contains the bugs of all analyzed projects (PX4-merged.json.gz, dDronin-merged.json.gz, ardupilot-merged.json.gz)      - "Manual Validation": It report all row data concerning the manual analysis (validation done by the different evaluators, the reviewers, etc.)                              of all sentences extracted from the project issues      - "Dataset-safety-bugs.csv": For all projects, it contains the raw data of the set of sentences classified as safety and non-safety related.      "2_Scripts-and-generated-data (RQ1)" folder: This folder contains the scripts and code used to preprocess and analyze the issue data in                                               the context of RQ1  Specifically, this folder contains the following relevant entries         - "main-program.py" file: Main program executing all subscripts generating the data required for RQ1 (detailed in the following line)      - "utilities.R" file: (Utility) R script containing relevant functions for pre-processing/indexing text and issue data      - "1_Script-to-create-test-dataset.r" file:  R script containing simple code for analyzing issue data      - "2_MainScript.r" file: Main R program orchestrating the scripts "utilities.R" and "1_Script-to-create-test-dataset.r" execution      - "files-setDirectory" folder: Folder where data are generated and stored from the "main-program.py"      - "fasttext" folder: Folder where data used as input from fastText (by "main-program.py") are reported      - "cross-project-analysis" folder: Folder with data used for the cross-project analysis "3_Results" folder: This folder contains the results, scripts and figures used to discuss results of the study.  Specifically, this folder contains the following relevant entries        - "RQ1" folder: This folder contains the results, scripts and figures used to discuss results of RQ1.      - "RQ2" folder: This folder contains the results, scripts and Tables used to discuss results of RQ2.
创建时间:
2022-08-13
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