I need you!
Go to WebML's (previously WebAI) website by clicking here.WebAI
WebAI defines a website augmented through artificial intelligence (AI) having the goal to create a landing page experience that provides a better user experience. Human computer interaction (HCI) is the research field where psychology plays a critical role. The optimizable aspects of a webpage lay in the design, movements, text and dedicated user response. The key performance indicator (KPI) is a general manner to measure the effectiveness and quality of a website. It is the combination of the aforementioned optimizable aspects.
The model has an accuracy of 78.9% of correctly predicting a profile among 7 different emotional states, 2 genders, and general navigation objectives. The training data consisted of 78 participants over an experiment performed in spring 2021 over a test site.
I aim at making the model more generalizable over various websites.
Psychology
Human interactions are defined through psychology, and many key data indicators can be extracted to let the website choose from a landing page, and classify the current user into a specific group.
Getting data
The next step is to produce more data to classify the user further. For that we can define an initial experiment that the first landing page will produce. It consists of a set of choices that can determine what the user is looking for, and it is always the first thing that is being done on any website somebody visits.
Disclaimer
This work has been my thesis regarding the completion of my bachelor degree at Maastricht University and is under a private secrecy clause. All replications follow the patent laws from US and EU legislation and is under protection of any copy or replica.
Furthermore, the key elements allowing to reach this model's accuracy are kept secret as such predictions can have dangerous ramifications if falling under the hands of malicious private or public organizations. These key elements are critical in training the model, and conventional web practices do not allow reaching sufficient quality and advancement to attain comparable results. So don't even try it.
In any case, you can reach out to me if you want to discuss it. I would do it happily.