You can't convert the contents of a cursor directly into a JSONObject, but you can do that with some logic.
for eg: retrieve the Strings from the cursor, form a String which follows the JSON format, and use it to make a json object :
JSONObject jFromCursor=new JSONObject(string_in_JSON_format);