In a network like this:
Is $P(J|B)$ the same as $P(B|J)$?
Since $P(J|B)=\sum _{a,e}P(B,J,A=a,E=e)= \alpha P(B)\sum _{a,e}P(J|A)P(A|B,E)P(E) = P(B|J)$
Because $P(B|J)=\sum _{a,e}P(B,J,A=a,E=e)$?
In a network like this:
Is $P(J|B)$ the same as $P(B|J)$?
Since $P(J|B)=\sum _{a,e}P(B,J,A=a,E=e)= \alpha P(B)\sum _{a,e}P(J|A)P(A|B,E)P(E) = P(B|J)$
Because $P(B|J)=\sum _{a,e}P(B,J,A=a,E=e)$?
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Not necessarily, because $$P(J|B)=\frac{P(J,B)}{P(B)}=\color{red}{\frac{1}{P(B)}}\sum\limits_{a,e} P(B,J,A=a,E=e)$$ and $$P(B|J)=\frac{P(J,B)}{P(J)}=\color{red}{\frac{1}{P(J)}}\sum\limits_{a,e} P(B,J,A=a,E=e)$$