By Jennifer Weiss

At the turn of the last century, Manhattan's Lower West Side was a bustling hub of life for Syrian, Lebanese and Palestinian immigrants who set up shops and moved into tenements in a community known as Little Syria.

Now, there is little left marking the old neighborhood, seen as an epicenter of Arab immigration that was...