| _version_ | 1866901288598372352 |
|---|---|
| author | Ashaqzai, Suliman |
| author_facet | Ashaqzai, Suliman |
| contents | <p>This dataset supports the systematic review titled "Artificial Intelligence in Decision Support Systems: A Systematic Review of Methods, Applications, and Implementation Gaps" (manuscript under review).</p> <p>The dataset includes 87 peer-reviewed studies published between 2015 and 2025, selected from 452 records across Scopus, Web of Science, IEEE Xplore, and ACM Digital Library following PRISMA 2020 guidelines.</p> <p>For each study, the following information is provided:<br>- Bibliographic information (authors, year, title, journal, DOI)<br>- AI Method Category (Machine Learning, Hybrid Approaches, Expert Systems, or Fuzzy Logic)<br>- AI Method Specific (specific algorithm or technique used)<br>- Application Domain (Healthcare, Finance, Supply Chain, Business Intelligence, Engineering, Public Sector, Energy, Agriculture, Education, Transportation)<br>- Implementation Status (Operational, Prototype, or Simulation)<br>- XAI Included (Yes/No)<br>- Fairness Addressed (Yes/No)<br>- Data Quality (High/Medium/Low)<br>- Reported Accuracy (numerical value)<br>- Interpretability Level (Low, Low-Moderate, Moderate, Moderate-High, High, Very High)</p> <p>This dataset is made available under the Creative Commons Attribution 4.0 International license (CC BY 4.0).</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18711533 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Data for: Artificial Intelligence in Decision Support Systems - A Systematic Review Ashaqzai, Suliman decision support systems artificial intelligence machine learning systematic review explainable AI fuzzy logic expert systems hybrid systems PRISMA implementation gap <p>This dataset supports the systematic review titled "Artificial Intelligence in Decision Support Systems: A Systematic Review of Methods, Applications, and Implementation Gaps" (manuscript under review).</p> <p>The dataset includes 87 peer-reviewed studies published between 2015 and 2025, selected from 452 records across Scopus, Web of Science, IEEE Xplore, and ACM Digital Library following PRISMA 2020 guidelines.</p> <p>For each study, the following information is provided:<br>- Bibliographic information (authors, year, title, journal, DOI)<br>- AI Method Category (Machine Learning, Hybrid Approaches, Expert Systems, or Fuzzy Logic)<br>- AI Method Specific (specific algorithm or technique used)<br>- Application Domain (Healthcare, Finance, Supply Chain, Business Intelligence, Engineering, Public Sector, Energy, Agriculture, Education, Transportation)<br>- Implementation Status (Operational, Prototype, or Simulation)<br>- XAI Included (Yes/No)<br>- Fairness Addressed (Yes/No)<br>- Data Quality (High/Medium/Low)<br>- Reported Accuracy (numerical value)<br>- Interpretability Level (Low, Low-Moderate, Moderate, Moderate-High, High, Very High)</p> <p>This dataset is made available under the Creative Commons Attribution 4.0 International license (CC BY 4.0).</p> |
| title | Data for: Artificial Intelligence in Decision Support Systems - A Systematic Review |
| topic | decision support systems artificial intelligence machine learning systematic review explainable AI fuzzy logic expert systems hybrid systems PRISMA implementation gap |
| url | https://doi.org/10.5281/zenodo.18711533 |