Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in Coakley et alK. L. Coakley, T. Snelleman, H. Hoos, and O. E. Gundersen, "The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers," Under Review, 2026..
A Tool to Graphically Edit CP-Nets
Authors: Aidan Shafran, Sam Saarinen, Judy Goldsmith
AAAI 2016 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | The software package presented allows editing of CP-nets through a graphical interface, loads and saves to an XML-based ο¬le format, and detects properties of the currently loaded CP-net. |
| Researcher Affiliation | Academia | Aidan Shafran, Sam Saarinen University of Kentucky Lexington, KY 40506 EMAIL; Judy Goldsmith University of Kentucky Lexington, KY 40506 EMAIL |
| Pseudocode | No | The paper describes the functionality of the software but does not include any pseudocode or algorithm blocks. |
| Open Source Code | Yes | The visualizer is provided open-source and free of charge under the MIT License, as are most of the third-party libraries it uses. [...] It is written in Java Script and packaged as a webpage that can be accessed on a website http: //cs.uky.edu/ goldsmit/visualizer/ or saved locally. |
| Open Datasets | No | The paper describes a software tool for editing CP-nets and does not involve training machine learning models or using datasets for training purposes. |
| Dataset Splits | No | The paper describes a software tool and does not involve validation datasets or splits for model validation. |
| Hardware Specification | No | The paper states the tool "can be run in most web browsers on most platforms," but does not provide any specific hardware details such as CPU/GPU models, memory, or specific computer specifications used for development or demonstration. |
| Software Dependencies | No | The paper mentions "It uses multiple third-party open-source Java Script libraries, including D3 and Web Co La." However, it does not provide specific version numbers for these libraries, which is required for reproducibility. |
| Experiment Setup | No | The paper describes the features and interface of a software tool, not an experimental setup with hyperparameters or training configurations for a computational model. |