I am looking for a code which fetches the plugin reviews posted by different users for a respective plugin, but didn't found any solutions which suits me best. Please help me out
You should look at this documentation: http://codex.wordpress.org/WordPress.org_API
I think this is the most far you can go: http://dd32.id.au/projects/wordpressorg-plugin-information-api-docs/