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A Markov logic network (MLN) is a probabilistic logic which applies the ideas of a Markov network to first-order logic, enabling uncertain inference. Markov logic networks generalize first-order logic, in the sense that, in a certain limit, all unsatisfiable statements have a probability of zero, and all tautologies have probability one.

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  • Markov-Logik-Netze wenden probabilistische graphische Modelle auf die Prädikatenlogik erster Stufe an und ermöglichen so probabilistische Inferenz. Sie wurden 2006 von Matthew Richardson und Pedro Domingos vorgestellt. In einem Markov-Logik-Netz werden Schlussfolgerungen durch die Anwendung des MCMC-Verfahrens gemacht. (de)
  • A Markov logic network (MLN) is a probabilistic logic which applies the ideas of a Markov network to first-order logic, enabling uncertain inference. Markov logic networks generalize first-order logic, in the sense that, in a certain limit, all unsatisfiable statements have a probability of zero, and all tautologies have probability one. (en)
  • Un champ aléatoire de Markov logique est une logique probabiliste qui combine les idées d'un champ aléatoire de Markov avec la logique du premier ordre. (fr)
  • Uma rede lógica de Markov (MLN) é uma lógica probabilística que aplica as ideias de redes de Markov à lógica de primeira ordem, possibilitando inferência incerta. Redes lógicas de Markov generalizam a lógica de primeira ordem, no sentido de que, até certo ponto, todas as sentenças insatisfatíveis têm uma probabilidade igual a zero, e todas as tautologias têm probabilidade igual a um. (pt)
  • 所谓马尔可夫逻辑网(Markov logic network (MLN)),就是由一阶逻辑公式及其对应的权值组成的二元组集合。马尔可夫逻辑网络的基本思想是将一阶逻辑的限制放松,即一个事件违反公式越多,其发生概率越小,但未必为0。 (zh)
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  • Markov-Logik-Netze wenden probabilistische graphische Modelle auf die Prädikatenlogik erster Stufe an und ermöglichen so probabilistische Inferenz. Sie wurden 2006 von Matthew Richardson und Pedro Domingos vorgestellt. In einem Markov-Logik-Netz werden Schlussfolgerungen durch die Anwendung des MCMC-Verfahrens gemacht. (de)
  • A Markov logic network (MLN) is a probabilistic logic which applies the ideas of a Markov network to first-order logic, enabling uncertain inference. Markov logic networks generalize first-order logic, in the sense that, in a certain limit, all unsatisfiable statements have a probability of zero, and all tautologies have probability one. (en)
  • Un champ aléatoire de Markov logique est une logique probabiliste qui combine les idées d'un champ aléatoire de Markov avec la logique du premier ordre. (fr)
  • Uma rede lógica de Markov (MLN) é uma lógica probabilística que aplica as ideias de redes de Markov à lógica de primeira ordem, possibilitando inferência incerta. Redes lógicas de Markov generalizam a lógica de primeira ordem, no sentido de que, até certo ponto, todas as sentenças insatisfatíveis têm uma probabilidade igual a zero, e todas as tautologias têm probabilidade igual a um. (pt)
  • 所谓马尔可夫逻辑网(Markov logic network (MLN)),就是由一阶逻辑公式及其对应的权值组成的二元组集合。马尔可夫逻辑网络的基本思想是将一阶逻辑的限制放松,即一个事件违反公式越多,其发生概率越小,但未必为0。 (zh)
rdfs:label
  • Markov-Logik-Netz (de)
  • Champ aléatoire de Markov logique (fr)
  • Markov logic network (en)
  • Rede lógica de Markov (pt)
  • 马尔可夫逻辑网络 (zh)
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