diff --git a/README.md b/README.md
index 498b675..27aae9a 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,20 @@
-# Let(\')s audit Learning Analytics #
+# LaLA: Let(\')s audit Learning Analytics #
+"Let's audit Learning Analytics" (LaLA) is a Moodle plugin to enable administrators and auditors of Moodle Learning Analytics 
+models to retrieve evidence for their audit, like the sample data collected on the Moodle instance, the calculated features 
+and predictions made by the model.
 
-TODO Describe the plugin shortly here.
+Machine learning models have often been found to be unfair, for example, when they produce more errors for certain groups[^1]. 
+To ensure that unfair models are not deployed in Moodle Learning Analytics (LA) and to guarantee the trustworthiness of the 
+deployed models, it is crucial to audit their fairness before deployment. 
+However, Moodle currently lacks the necessary auditability features, specifically, it does not store and make available 
+evidence that can be used to prove or disprove fairness claims. To address this lack of evidence, we developed a plugin 
+that allows developers and administrators to train and test an LA model configuration while also storing the intermediate 
+results and providing these data sets as downloads. By enabling fairer LA models and increasing trust in their predictions, 
+we hope to reach more learners and maximize the potential benefits of these models.
 
-TODO Provide more detailed description here.
+For the extensive documentation of this plugin, see the [Wiki](https://github.com/LiFaytheGoblin/moodle-tool_laaudit/wiki).
+
+[^1]: Riazy, S. and Simbeck, K. (2019) Predictive Algorithms in Learning Analytics and their Fairness. Gesellschaft für Informatik e.V. Available at: https://doi.org/10.18420/delfi2019_305.
 
 ## Installing via uploaded ZIP file ##
 
@@ -42,3 +54,20 @@ PARTICULAR PURPOSE.  See the GNU General Public License for more details.
 
 You should have received a copy of the GNU General Public License along with
 this program.  If not, see <https://www.gnu.org/licenses/>.
+
+## Cite as ##
+Fernsel, L. (2023) Let's audit Learning Analytics [Moodle Plugin]. Available at: https://github.com/LiFaytheGoblin/moodle-tool_laaudit/.
+
+```biblatex
+@software{lala,
+  author = {Linda Fernsel},
+  title={Let’s audit Learning Analytics [Moodle Plugin]}, 
+  url={https://github.com/LiFaytheGoblin/moodle-tool_laaudit/}, 
+  version = {1.0.0},
+  date = {2023-07-26},
+}
+```
+
+## Acknowledgements ##
+This work is funded by the Federal Ministry of Education and Research of Germany as part of the project [Fair Enough?](https://iug.htw-berlin.de/projekte/fair-enough/)
+(project nr: 16DHB4002) at the University of Applied Sciences (HTW) Berlin.
\ No newline at end of file
diff --git a/db/install.xml b/db/install.xml
index 22ee3ad..07b8557 100644
--- a/db/install.xml
+++ b/db/install.xml
@@ -1,5 +1,5 @@
 <?xml version="1.0" encoding="UTF-8" ?>
-<XMLDB PATH="admin/tool/laaudit/db" VERSION="20230628" COMMENT="XMLDB file for Moodle admin/tool/laaudit"
+<XMLDB PATH="admin/tool/laaudit/db" VERSION="20230726" COMMENT="XMLDB file for Moodle admin/tool/laaudit"
        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
        xsi:noNamespaceSchemaLocation="../../../../lib/xmldb/xmldb.xsd"
 >
diff --git a/version.php b/version.php
index 6e56749..e3aea88 100644
--- a/version.php
+++ b/version.php
@@ -25,7 +25,7 @@
 defined('MOODLE_INTERNAL') || die();
 
 $plugin->component = 'tool_laaudit';
-$plugin->release = '0.2.13';
-$plugin->version = 202306280942;
-$plugin->requires = 2022112800;
-$plugin->maturity = MATURITY_ALPHA;
+$plugin->release = '1.0.0';
+$plugin->version = 20230726;
+$plugin->requires = 2022041900;
+$plugin->maturity = MATURITY_BETA;