diff --git a/administrator/components/com_actionlogs/helpers/actionlogs.php b/administrator/components/com_actionlogs/helpers/actionlogs.php
index c384728914b..f6add337205 100644
--- a/administrator/components/com_actionlogs/helpers/actionlogs.php
+++ b/administrator/components/com_actionlogs/helpers/actionlogs.php
@@ -24,7 +24,7 @@ class ActionlogsHelper
 	 *
 	 * @param   array|Traversable  $data  The logs data objects to be exported
 	 *
-	 * @return  array
+	 * @return  Generator
 	 *
 	 * @since   3.9.0
 	 * @throws  InvalidArgumentException
@@ -42,27 +42,24 @@ class ActionlogsHelper
 			);
 		}
 
-		$rows = array();
-
 		// Header row
-		$rows[] = array('Id', 'Message', 'Date', 'Extension', 'User', 'Ip');
+		yield array('Id', 'Message', 'Date', 'Extension', 'User', 'Ip');
 
 		foreach ($data as $log)
 		{
 			$extension = strtok($log->extension, '.');
+
 			static::loadTranslationFiles($extension);
-			$row               = array();
-			$row['id']         = $log->id;
-			$row['message']    = strip_tags(static::getHumanReadableLogMessage($log));
-			$row['date']       = JHtml::_('date', $log->log_date, JText::_('DATE_FORMAT_LC6'));
-			$row['extension']  = JText::_($extension);
-			$row['name']       = $log->name;
-			$row['ip_address'] = JText::_($log->ip_address);
-
-			$rows[] = $row;
-		}
 
-		return $rows;
+			yield array(
+				'id'         => $log->id,
+				'message'    => strip_tags(static::getHumanReadableLogMessage($log)),
+				'date'       => (new JDate($log->log_date, new DateTimeZone('UTC')))->format('Y-m-d H:i:s T'),
+				'extension'  => JText::_($extension),
+				'name'       => $log->name,
+				'ip_address' => JText::_($log->ip_address),
+			);
+		}
 	}
 
 	/**
@@ -157,6 +154,8 @@ class ActionlogsHelper
 	 */
 	public static function getHumanReadableLogMessage($log)
 	{
+		static $links = array();
+
 		$message     = JText::_($log->message_language_key);
 		$messageData = json_decode($log->message, true);
 
@@ -174,7 +173,12 @@ class ActionlogsHelper
 			// Convert relative url to absolute url so that it is clickable in action logs notification email
 			if (StringHelper::strpos($value, 'index.php?') === 0)
 			{
-				$value = JRoute::link('administrator', $value, false, $linkMode);
+				if (!isset($links[$value]))
+				{
+					$links[$value] = JRoute::link('administrator', $value, false, $linkMode);
+				}
+
+				$value = $links[$value];
 			}
 
 			$message = str_replace('{' . $key . '}', JText::_($value), $message);