Why You Should Charge Your Friends for Borrowing Your Stuff
Authors: Kijung Shin, Euiwoong Lee, Dhivya Eswaran, Ariel D. Procaccia
IJCAI 2017 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | These findings are supported by our theoretical analysis in terms of the price of anarchy and the price of stability; and by simulations based on synthetic and real social networks. In this section, we design and conduct experiments to measure social inefficiency in equilibrium, and the effects of k and ξ on the inefficiency. On a high level, our experiments support our qualitative theoretical conclusions. |
| Researcher Affiliation | Academia | Kijung Shin, Euiwoong Lee, Dhivya Eswaran, and Ariel D. Procaccia Carnegie Mellon University, Pittsburgh, PA, USA {kijungs, euiwoonl, deswaran, arielpro}@cs.cmu.edu |
| Pseudocode | Yes | Algorithm 1: Best-Response Dynamics |
| Open Source Code | No | The paper does not provide an explicit statement or a direct link for open-source code for the methodology described. The arXiv link in the reference section (Shin et al., 2017) points to a preprint of the paper itself, not an associated code repository. |
| Open Datasets | Yes | Karate club (34 nodes, 78 edges): a friendship network between the members of a karate club at a university [Zachary, 1977]. Advogato (5,155 nodes, 51,127 edges): a trust network between the users of Advogato, an online community for programmers [Massa et al., 2009]. |
| Dataset Splits | No | The paper describes the datasets used (Synthetic and Real networks) and the simulation methodology (best-response dynamics) but does not provide explicit training, validation, and test dataset splits with percentages or sample counts. |
| Hardware Specification | No | The paper does not mention any specific hardware details such as GPU models, CPU models, or cloud computing instance types used for running the experiments or simulations. |
| Software Dependencies | No | The paper mentions solving problems using 'intlinprog in MATLAB' but does not specify version numbers for either MATLAB or the intlinprog function. |
| Experiment Setup | Yes | The price p of a good, which is simply a scale factor, is set to 1. In Table 5, where we set ξ to 6 on Karate club and 4 on the others. |