diff --git a/java/dataset/src/main/java/org/apache/arrow/dataset/jni/DirectReservationListener.java b/java/dataset/src/main/java/org/apache/arrow/dataset/jni/DirectReservationListener.java
index 1a0325f9e6751..3922e90335da4 100644
--- a/java/dataset/src/main/java/org/apache/arrow/dataset/jni/DirectReservationListener.java
+++ b/java/dataset/src/main/java/org/apache/arrow/dataset/jni/DirectReservationListener.java
@@ -42,7 +42,7 @@ private DirectReservationListener() {
     } catch (Exception e) {
       final RuntimeException failure = new RuntimeException(
           "Failed to initialize DirectReservationListener. When starting Java you must include " +
-              "`--add-opens=java.base/java.nio=org.apache.arrow.memory.core,ALL-UNNAMED` " +
+              "`--add-opens=java.base/java.nio=org.apache.arrow.dataset,org.apache.arrow.memory.core,ALL-UNNAMED` " +
               "(See https://arrow.apache.org/docs/java/install.html)", e);
       failure.printStackTrace();
       throw failure;