On utilizing a generalization of the weighted Montgomery identity obtained by Barnett and Dragomir [published in N.S. Barnett, S.S. Dragomir, On the weighted inequalities, J. Inequal. Pure Appl. Math. 8 (4) (2007) Art. 96], new weighted Ostrowski and Cebysev type inequalities are established.