PrefLib swMATH ID: 7689 Software Authors: Mattei, Nicholas; Walsh, Toby Description: PrefLib: a library for preferences. We introduce PrefLib: A library for preferences; an online resource located at “http://www.preflib.org”. With the emergence of computational social choice and an increased awareness of the applicability of preference reasoning techniques to areas ranging from recommendation systems to kidney exchanges, the interest in preferences has never been higher. We hope to encourage the growth of all facets of preference reasoning by establishing a centralized repository of high quality data based around simple, delimited data formats. We detail the challenges of constructing such a repository, provide a survey of the initial release of the library, and invite the community to use and help expand PrefLib. Homepage: http://www.preflib.org Keywords: preferences; computational social choice; empirical analysis Related Software: PerMallows; PLMIX; Pmr; PlackettLuce; Rankcluster; prefmod; choix; hyper2; lbfgs; mixedMem; gnm; Label.switching; rankdist; ConsRank; CPLEX; AS 136; ROlogit; CRAN; oTree; GitHub Cited in: 27 Publications all top 5 Cited by 71 Authors 3 Skowron, Piotr 2 Aledo, Juan Ángel 2 Brandt, Felix 2 D’Ambrosio, Antonio 2 Faliszewski, Piotr 2 Gámez, José Antonio 2 Iorio, Carmela 2 Mattei, Nicholas 2 Nikolov, Nikolay I. 2 Rosete, Alejandro 2 Seedig, Hans Georg 2 Segal-Halevi, Erel 2 Siciliano, Roberta 1 Alonso, Pedro 1 Armengol, Eva 1 Aziz, Haris 1 Bachmeier, Georg 1 Badal, Prakash S. 1 Berghammer, Rudolf 1 Biró, Peter 1 Boutilier, Craig 1 Bredereck, Robert 1 Caragiannis, Ioannis 1 Chatzigeorgiou, Xenophon 1 De Baets, Bernard 1 de Haan, Ronald 1 Díaz, Irene 1 Firth, David 1 Fitzsimmons, Zack 1 Gaspers, Serge 1 Geist, Christian 1 Gilbert, Hugo 1 Goldberg, Noam 1 Goldsmith, Judy 1 Hamel, Sylvie 1 Harrenstein, Paul 1 Kaczmarczyk, Andrzej 1 Kardel, Keyvan 1 Kateri, Maria 1 Klapper, Andrew M. 1 Kosmidis, Ioannis 1 Krimpas, George A. 1 Kyropoulou, Maria 1 Lackner, Martin 1 Lang, Jérôme 1 Lu, Tyler 1 Mazzeo, Giulio 1 Milosz, Robin 1 Mollica, Cristina 1 Montes, Susana 1 Mundhenk, Martin 1 Neumann, Frank 1 Niedermeier, Rolf 1 Nitzan, Mor 1 Nitzan, Shmuel I. 1 Ortega, Josué 1 Pérez-Fernández, Raúl 1 Peters, Dominik 1 Polyakovsky, Sergey 1 Portoleau, Tom 1 Poss, Michael 1 Puyol-Gruart, Josep 1 Rastegari, Baharak 1 Spanjaard, Olivier 1 Staiano, Michele 1 Stoimenova, Eugenia 1 Talmon, Nimrod 1 Tardella, Luca 1 Turner, Heather L. 1 van Etten, Jacob 1 Voudouris, Alexandros A. all top 5 Cited in 16 Serials 5 Artificial Intelligence 3 Computers & Operations Research 2 Computational Statistics 2 European Journal of Operational Research 2 Journal of Applied Logic 1 Metrika 1 Journal of Computer and System Sciences 1 Journal of Multivariate Analysis 1 Theoretical Computer Science 1 Social Choice and Welfare 1 Algorithmica 1 International Journal of Approximate Reasoning 1 Games and Economic Behavior 1 Journal of Statistical Computation and Simulation 1 Journal of Discrete Algorithms 1 Optimization Letters all top 5 Cited in 6 Fields 16 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 7 Computer science (68-XX) 6 Statistics (62-XX) 6 Operations research, mathematical programming (90-XX) 2 Numerical analysis (65-XX) 1 Combinatorics (05-XX) Citations by Year