With growing interest in Multi-Criteria Decision Analysis (MCDA) as a powerful tool for decision-making in various fields, there is a need for reliable and accessible resources for MCDA researchers and practitioners. To address this need, an open data repository for MCDA-related resources has been developed. The goal of this repository is to provide a centralized platform for sharing and accessing MCDA resources, enabling researchers and practitioners to collaborate, replicate studies, and advance the field of MCDA. The repository is open to contributions from the MCDA community, ensuring its continual growth and usefulness.

The dataset contains pairwise comparison matrices (PCMs) that have been manipulated using various attacks, making it an ideal resource for the development of methods and models designed to detect such manipulations. Along with the matrices themselves, the archive also includes a Python script that was used to generate the data, which can be useful for researchers who want to replicate the dataset or explore different methods of analysis. With this dataset, researchers can test and refine their approaches to identifying and mitigating manipulation in pairwise comparison data, ultimately leading to more accurate and reliable results in a variety of fields.

Resource ID: soda-od-23-01

Download: pcm-manipulation.tar.bz2 (89.3 MB)