diff --git a/doc/upgrade-1.3.html b/doc/upgrade-1.3.html
index 8f5fa649..0afa245f 100644
--- a/doc/upgrade-1.3.html
+++ b/doc/upgrade-1.3.html
@@ -87,7 +87,7 @@
             separates internal application programming logic from page display.
             <br>
             <h4>Visualization</h4>
-            The visualization team has implemented a Science Map visualization,
+            The visualization team has implemented a Map of Science visualization,
             which allows users to visually explore the scientific strengths of a
             university, school, department, or person in the VIVO instance. Users
             will be able to see where an organization or person’s interests lay