diff --git a/productMods/images/visualization/mapofscience/about/scimap_comparison.jpg b/productMods/images/visualization/mapofscience/about/scimap_comparison.jpg
new file mode 100644
index 00000000..81b1f464
Binary files /dev/null and b/productMods/images/visualization/mapofscience/about/scimap_comparison.jpg differ
diff --git a/productMods/templates/freemarker/visualization/mapOfScience/aboutMapOfScience.ftl b/productMods/templates/freemarker/visualization/mapOfScience/aboutMapOfScience.ftl
index 16bcfddb..596582b2 100644
--- a/productMods/templates/freemarker/visualization/mapOfScience/aboutMapOfScience.ftl
+++ b/productMods/templates/freemarker/visualization/mapOfScience/aboutMapOfScience.ftl
@@ -9,9 +9,9 @@ system that was computed using paper-level data from about 25,000 journals from
 Scopus and and Thomson Reuters' Web of Science (WoS) for the years 2001-2010. The UCSD map 
 of science assigns the 25,000 journals to 554 subdisciplines that are further aggregated 
 into 13 main disciplines of science. In the map, each discipline has a distinct color 
-(green for 'Biology', brown for 'Earth Sciences') and a label. (Sub)disciplines that are 
-similar to one another closer to one another on the map. (Sub)disciplines that are 
-especially similar are connected by grey lines.</p>
+(green for 'Biology', brown for 'Earth Sciences', etc.) and a label. (Sub)disciplines that 
+are similar closer to one another on the map. (Sub)disciplines that are especially similar 
+are connected by grey lines.</p>
 
 <h3>Data Overlay</h3>
 <p>Publication activity of a university, organization, or person can be overlaid on the 
@@ -27,11 +27,22 @@ associated with exactly one (sub)discipline while others, e.g., interdisciplinar
 <img src="${aboutImagesRoot}/scimap_discipline.jpg" width="450" height="327" />
 <img src="${aboutImagesRoot}/scimap_subdiscipline.jpg" width="450" height="327" />
 
+<h3>Expertise Profile Comparison Map</h3>
+<p>Publication activity of up to three organizations or persons can be compared via "Compare 
+organizations." In the table on the left, select up to three organizations. The expertise 
+profile of each organizations will be represented as data overlay. Each organizations is 
+represented in a distinct color and a top-10 list of subdisciplines with the highest number 
+of publications is given below the comparison map. Data can be saved as CSV file.</p>
+
+<img src="${aboutImagesRoot}/scimap_comparison.jpg" width="803" height="781" style=
+"margin-left: 50px;"/>
+
 <h3>Interactivity</h3>
 <p>The map can be explored at two levels-by 13 disciplines or 554 subdisciplines. Clicking 
-into a node in the map brings up the number of fractionally associated journal publications 
+on a node in the map brings up the number of fractionally associated journal publications 
 and the percentage of publications mapped to this (sub)discipline. Hover over a discipline 
-in the table on the left to see what circles it corresponds to on the map.</p>
+in the table on the left to see what circles it corresponds to on the map. Use slider below 
+map, on the right to reduce number of subdisciplines shown to improve legibility</p>
 
 <h3>Links</h3>
 <p>For more information on the UCSD map of science and classification system, see 
diff --git a/productMods/templates/freemarker/visualization/mapOfScience/mapOfScienceStandalone.ftl b/productMods/templates/freemarker/visualization/mapOfScience/mapOfScienceStandalone.ftl
index 2a5791e0..538a0018 100644
--- a/productMods/templates/freemarker/visualization/mapOfScience/mapOfScienceStandalone.ftl
+++ b/productMods/templates/freemarker/visualization/mapOfScience/mapOfScienceStandalone.ftl
@@ -79,7 +79,7 @@ VIVO's Map of Science visualization depicts the topical expertise a university,
 based on past publications loaded into VIVO. Shown here is the expertise profile of the ${entityLabel}--larger 
 circle sizes denote more publications per topic area.<br /><br />
 
-<a href='${subEntityMapOfScienceCommonURL}/about'>Learn more about VIVO's Map of Science visualization?</a>
+<a href='${subEntityMapOfScienceCommonURL}about'>Learn more about VIVO's Map of Science visualization?</a>
 </div>
 
 <div id="toolTipTwo" style="display:none;">