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PRISM

swMATH ID: 23359
Software Authors: Sato, T., Kameya, Y.
Description: PRISM: A language for symbolic-statistical modeling. We present an overview of symbolic-statistical modeling language PRISM whose programs are not only a probabilistic extension of logic programs but also able to learn from examples with the help of the EM learning algorithm. As a knowledge representation language appropriate for probabilistic reasoning, it can describe various types of symbolic-statistical modeling formalism known but unrelated so far in a single framework. We show by examples, together with learning results, that most popular probabilistic modeling formalisms, the hidden Markov model and Bayesian networks, are described by PRISM programs.
Homepage: http://rjida.meijo-u.ac.jp/prism/
Related Software: ProbLog; CP-logic; PITA; BLOG; Church; IBAL; Dyna; cplint; SCIFF; SWI-Prolog; L-BFGS; MCINTYRE; Figaro; MEBN; Oz; PrASP; XSB; Aleph; Haskell; kFOIL
Cited in: 41 Publications
all top 5

Cited by 81 Authors

6 Riguzzi, Fabrizio
5 De Raedt, Luc
4 Bellodi, Elena
4 Zese, Riccardo
3 Cussens, James
3 Lamma, Evelina
2 Christiansen, Henning
2 Cota, Giuseppe
2 Domingos, Pedro
2 Frasconi, Paolo
2 Getoor, Lise
2 Muggleton, Stephen H.
2 Orsini, Francesco
2 Ramakrishnan, C. R.
2 Srinivasan, Ashwin
1 Abdallah, Samer A.
1 Alberti, Marco
1 Alsanie, Waleed
1 Angelopoulos, Nicos
1 Azzolini, Damiano
1 Bahlmann, Claus
1 Bain, Michael E.
1 Balai, Evgenii
1 Bratko, Ivan
1 Buchman, David
1 Chiang, Michael
1 Dahl, Veronica
1 Dietterich, Thomas G.
1 Doleschal, Johannes
1 Ferilli, Stefano
1 Flach, Peter A.
1 Fraccaroli, Michele
1 Gelfond, Michael
1 Ghosh, Sarthak
1 Grant, John R.
1 Hommersom, Arjen
1 Howard, Catherine
1 Kameya, Yoshitaka
1 Karabatsos, George
1 Kimelfeld, Benny
1 Kimmig, Angelika
1 Kurihara, Kenichi
1 Landwehr, Niels
1 Leisen, Fabrizio
1 Lloyd, John Wylie
1 Lo, Kueiming
1 Lucas, Peter J. F.
1 Martens, Wim
1 Michels, Steffen
1 Nampally, Arun
1 Neumann, Jan
1 Ng, Kee Siong
1 Nguembang Fadja, Arnaud
1 Nickles, Matthias
1 Peterfreund, Liat
1 Pontelli, Enrico
1 Poole, David L.
1 Qing, Duzheng
1 Ramesh, Visvanathan
1 Richardson, Matthew
1 Saad, Emad W.
1 Sato, Taisuke
1 Shet, Vinay
1 Shroff, Gautam M.
1 Singh, Maneesh Kumar
1 Stumptner, Markus
1 Szałas, Andrzej
1 Tadepalli, Prasad
1 Thon, Ingo
1 Torti, Lionel
1 Uther, William T. B.
1 Van Ranst, Wiebe
1 Velikova, Marina
1 Vennekens, Joost
1 Vidal, Germán
1 Vig, Lovekesh
1 Wang, Weijing
1 Wuillemin, Pierre-Henri
1 Yu, Lixin
1 Zhang, Lianyi
1 Zhang, Yuanlin

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