In this article, we prove that the averages of positive Dunford-Schwarz operator T acting on a semifinite von Neumann algebra M, when weighted by a sequence in Wq, are bilaterally uniformly equicontinuous at zero on the noncommutative Lp-space associated to M, where 1 < p < ∞ and q is dependent on p. Afterwards, we prove some weighted individual ergodic theorems for semifinite von Neumann algebras with various types of weights coming from analysis and number theory.