JabRef can help you complement your entries from their DOI.
Open the entry editor, and in the General tab, click on the button Get BibTeX data from DOI. Obviously, this feature is available only if your entry already has a DOI.
The Merge entry with DOI information window will pop-up.
The fields of the original entry and of the information gathered from the DOI are displayed side-by-side on the upper part of the window.
The differences between the two sides can be emphasized through the drop-down menu located at the upper right-hand corner of the window. Five ways of displaying the differences are offered:
In the central column, a radio button allows you to select which side to keep for each field: the left side, the right side, or none. By default, the original entry (left) is kept, and any fields not present in the original entry are obtained from the information collected from the DOI.
Based upon your selection, the merged entry is shown, both as a preview (on the left) and as source code (on the right).
If you right-click on the preview, you can Print entry preview or Copy preview.
Finally, after selecting which fields to keep, you can decide to Replace the original entry. Alternatively, you can press Cancel.