遇见数据集

Supplementary Material and Replication Package for "A Context-Aware Framework for Multidomain IoT Quality Evaluation"

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Zenodo2026-08-26 更新2026-10-01 收录
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This repository contains the official supplementary material and complete replication package for the research paper titled "A Context-Aware Framework for Multidomain IoT Quality Evaluation" by Mohammed Sharief Abdelrahman Naem, Mouloud Koudil, and Elmenawy Osman. Package Contents The repository is organized into four main components: Master_Taxonomy_Workbook.xlsx: A comprehensive master taxonomy spreadsheet documenting the 60-factor frozen quality classification. It provides the full traceability record showing how 79 extracted factors from a systematic literature review (SLR) of 83 primary studies (2010–2025) were normalized, consolidated, and assigned across five operational IoT domains. Experiment1_Smart_Agriculture_Simulation.zip: The complete simulation environment package for the smart agriculture evaluation scenario (25 virtual nodes over 30 days, totaling 750 daily observations). It includes python scripts, configuration files, synthetic dataset traces, and statistical validation code (paired t-test, Cohen's d_z). Experiment2_ToN_IoT_Audit.zip: The audit scripts, preprocessed telemetry log extracts, and non-parametric statistical testing code (Mann-Whitney U test, Hedges' g) evaluating operational factors (DA03, N02, N06) against the public ToN-IoT benchmark dataset. README.md: Step-by-step documentation detailing environment dependencies, execution instructions, and directory structures required to reproduce the experimental results. License & Usage This dataset and software package are distributed under the Creative Commons Attribution 4.0 International (CC-BY 4.0) license. Users are free to share and adapt the material provided appropriate attribution is given to the original authors and the primary manuscript.

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2026-08-26
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