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yap-6.3/packages/CLPBN/examples/social_network1.pfl
2013-01-10 23:02:34 +00:00

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/*
Model from the paper "Lifted First-Order
Belief Propagation"
*/
:- use_module(library(pfl)).
%:- set_solver(ve).
%:- set_solver(hve).
%:- set_solver(jt).
%:- set_solver(bdd).
%:- set_solver(bp).
%:- set_solver(cbp).
%:- set_solver(gibbs).
%:- set_solver(lve).
%:- set_solver(lkc).
%:- set_solver(lbp).
:- multifile person/1.
person @ 5.
person(X,Y) :-
person(X),
person(Y)
% ,X \== Y
.
markov smokes(X) ; [1.0, 4.0552]; [person(X)].
markov cancer(X) ; [1.0, 9.9742]; [person(X)].
markov friends(X,Y) ; [1.0, 99.48432] ; [person(X,Y)].
markov smokes(X), cancer(X) ;
[4.48169, 4.48169, 1.0, 4.48169] ;
[person(X)].
markov friends(X,Y), smokes(X), smokes(Y) ;
[3.004166, 3.004166, 3.004166, 3.004166, 3.004166, 1.0, 1.0, 3.004166] ;
[person(X,Y)].
% ?- friends(p1,p2,X).