FakeXplain

Development of transparent and meaningful explanations in the context of disinformation detection

FakeXplain is a BIFOLD Agility Project pursues three goals:

(1) Development of different explanations for the AI-based disinformation detection process for improved intelligent decision support for citizens and journalists. This includes developing explanations that can be represented at different levels of abstraction to take into account the individual needs of different user groups.

(2) Development of different evaluation criteria for the explanations in order to empirically investigate their evaluation in crowd-based user studies and qualitative interviews with journalists. In order to prevent limitations of user studies in terms of representativeness, bias and other errors, the explanations will also be evaluated in supplementary user studies with synthetically generated data and virtual participants.

(3) Development of an evaluation framework for AI-generated explanations that takes into account both objective and subjective evaluation components.

Partners: Prof. Konrad Rieck, Prof. Wociech Samek, Prof. Joachim Meyer

Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
This image can also have a caption. It's like magic.

You can also put regular text between your rows of images, even citations (missing reference). Say you wanted to write a bit about your project before you posted the rest of the images. You describe how you toiled, sweated, bled for your project, and then… you reveal its glory in the next row of images.

You can also have artistically styled 2/3 + 1/3 images, like these.

The code is simple. Just wrap your images with <div class="col-sm"> and place them inside <div class="row"> (read more about the Bootstrap Grid system). To make images responsive, add img-fluid class to each; for rounded corners and shadows use rounded and z-depth-1 classes. Here’s the code for the last row of images above:

<div class="row justify-content-sm-center">
  <div class="col-sm-8 mt-3 mt-md-0">
    {% include figure.liquid path="assets/img/6.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
  </div>
  <div class="col-sm-4 mt-3 mt-md-0">
    {% include figure.liquid path="assets/img/11.jpg" title="example image" class="img-fluid rounded z-depth-1" %}
  </div>
</div>

References