YAGO swMATH ID: 11909 Software Authors: J. Hoffart, F. Suchanek, K. Berberich, G. Weikum, G. Kasneci Description: YAGO: a core of semantic knowledge. We present YAGO, a light-weight and extensible ontology with high coverage and quality. YAGO builds on entities and relations and currently contains more than 1 million entities and 5 million facts. This includes the Is-A hierarchy as well as non-taxonomic relations between entities (such as HASONEPRIZE). The facts have been automatically extracted from Wikipedia and unified with WordNet, using a carefully designed combination of rule-based and heuristic methods described in this paper. The resulting knowledge base is a major step beyond WordNet: in quality by adding knowledge about individuals like persons, organizations, products, etc. with their semantic relationships - and in quantity by increasing the number of facts by more than an order of magnitude. Our empirical evaluation of fact correctness shows an accuracy of about 95 Homepage: http://www.mpi-inf.mpg.de/departments/databases-and-information-systems/research/yago-naga/yago/ Related Software: Freebase; DBpedia; WordNet; word2vec; ProBase; BabelNet; ConceptNet; SPARQL; TPTP; Python; ProbLog; Darwin; VAMPIRE; E Theorem Prover; MENTA; Wikipedia Miner; DeepWalk; metapath2vec; node2vec; GeoNames Cited in: 46 Publications all top 5 Cited by 147 Authors 7 Weidenbach, Christoph 3 Ceylan, İsmail İlkan 2 Lukasiewicz, Thomas 2 Navigli, Roberto 2 Song, Yangqiu 1 Alagi, Gábor 1 Amarilli, Antoine 1 Atzori, Maurizio 1 Beetz, Michael 1 Berberich, Klaus 1 Besold, Tarek R. 1 Cao, Cong 1 Cao, Cungen 1 Cao, Yanan 1 Chen, Guihai 1 Chen, Guofei 1 Chen, Lei 1 Chen, Lihan 1 Chen, Muhao 1 Chen, Yunwen 1 Ciliberto, Carlo 1 Ciobanu, Gabriel 1 Cohen, William W. 1 Confalonieri, Roberto 1 d’Amato, Claudia 1 Darwiche, Adnan 1 De Saeger, Stijn 1 del Prado Martín, Fermín Moscoso 1 Domeniconi, Carlotta 1 Fang, Hong 1 Fang, Tianqing 1 Fanizzi, Nicola 1 Fazzinga, Bettina 1 Fietzke, Arnaud 1 Flati, Tiziano 1 Forsyth, Peter A. 1 Furbach, Ulrich 1 Galbrun, Esther 1 Gallinari, Patrick 1 Gao, Ming 1 Gao, Sheng 1 Gao, Shi 1 Geng, Zhiqiang 1 Goel, Rishab 1 Gottlob, Georg 1 Gu, Jiaqi 1 Guo, Chenchen 1 Guo, Jun 1 Han, Jiawei 1 Han, Lixin 1 Han, Xiao 1 Han, Yongming 1 Herbster, Mark 1 Hillenbrand, Thomas 1 Hoffart, Johannes 1 Horne, Ross 1 Hu, Zheng 1 Ialongo, Alessandro Davide 1 Jain, Kshitij 1 Ji, Yang 1 Jin, Ke 1 Kakizawa, Yasunori 1 Kapur, Deepak 1 Kazama, Jun’ichi 1 Kazemi, Seyed Mehran 1 Ke, Haowen 1 Kimmig, Angelika 1 Kobyzev, Ivan 1 Korovin, Konstantin 1 Krämer, Teresa 1 Kruglov, Evgeniĭ Valentinovich 1 Kuroda, Kow 1 Lao, Ni 1 Li, Guanfeng 1 Li, Haoran 1 Li, Na 1 Li, Zhongkun 1 Liang, Jiaqing 1 Liu, Jingping 1 Liu, Xin 1 Loukachevitch, N. V. 1 Ma, Bo 1 Ma, Zongmin 1 Mazaitis, Kathryn Rivard 1 Mehler, Alexander 1 Metzler, Saskia 1 Miettinen, Pauli 1 Murata, Masaki 1 Nieuwenhuis, Robert 1 Ning, Bo 1 Noguchi, Daisuke 1 Ou, Jiefu 1 Pan, Haojie 1 Parkhomenko, E. A. 1 Pasini, Tommaso 1 Peñaloza, Rafael 1 Pontil, Massimiliano 1 Ponzetto, Simone Paolo 1 Poupart, Pascal 1 Ranise, Silvio ...and 47 more Authors all top 5 Cited in 21 Serials 8 Artificial Intelligence 3 Information Sciences 3 Journal of Automated Reasoning 3 Machine Learning 3 Data Mining and Knowledge Discovery 2 Mathematics in Computer Science 1 Fuzzy Sets and Systems 1 Theoretical Computer Science 1 Journal of Symbolic Computation 1 Journal of Computer Science and Technology 1 New Generation Computing 1 Information and Computation 1 Advances in Engineering Software 1 Annals of Mathematics and Artificial Intelligence 1 Complexity 1 Journal of Combinatorial Optimization 1 Lobachevskii Journal of Mathematics 1 Journal of Machine Learning Research (JMLR) 1 Logical Methods in Computer Science 1 Journal of Logical and Algebraic Methods in Programming 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences all top 5 Cited in 10 Fields 44 Computer science (68-XX) 11 Mathematical logic and foundations (03-XX) 3 Statistics (62-XX) 2 History and biography (01-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Combinatorics (05-XX) 1 Quantum theory (81-XX) 1 Operations research, mathematical programming (90-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year