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Episode 9: Fighting Mental Health Issues: Combining Emotional Artificial Intelligence and Cognitive-Behavioral Therapy

Data Overflow

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In a world overflowing with speed, traffic jams, car horns, huge work overloads, and bad news, people find themselves submerged by negativity and stressful incidents. It’s not surprising, and alarming, that nearly one billion people worldwide suffer from mental health disorders. Every 40 seconds, a person dies by suicide.

These numbers are getting higher by the rapid emergence of a global pandemic. In fact, the loss of a loved one, the fear of being contaminated or of contaminating those around them, and the increasing scarcity of social relationships are major factors that make people prone to anxiety, stress, overthinking, depression and trauma.

Despite all these discouraging facts, science continues to evolve and find a solution to every problem. By making mental health a topic of concern, AI has gone one step further in its research and innovations to finally create systems helping people deal with stress and depression. These tools are built based on deep learning models, voice and image recognition, and natural language processing, in order to analyze and monitor people’s behaviors and emotions. By recognizing tone and speed of speech, the AI systems can track stress levels and identify the persons who are struggling with mental illnesses such as anxiety and depression.  This seems a huge step when talking about emotional artificial intelligence. Nevertheless, the power of Machine Learning does not only lie in its ability to diagnose mental health problems but another alternative that focuses on therapy is now being developed.

Therapeutic AI Chatbots offer indeed a sort of therapy directed to the concerned persons. Moodkit, Woebot, and Wysa are all mental health chatbots that offer cognitive insights and behavioral change based on cognitive-behavioral techniques, one of the most heavily researched clinical approaches to treating depression.

Let’s take the example of Woebot. This free chatbot uses natural language processing and sentiment analysis to interpret a user’s input and generate personalized responses. To make things simple, imagine you’re conversing with a friend but not a common one. Actually, this friend asks you direct questions in order to assess your thoughts and mood and hence help you re-evaluate your thought patterns.

In essence, a Woebot user will receive individualized responses that are usually useful tips aiming to modify one’s emotions, thoughts, and behaviors. The pictures below show examples of Woebot chatting with users:

Generally speaking, AI therapeutic chatbots were of great help to their users. There has often been positive feedback about the effectiveness of these AI-based applications. Woebot, for example, has shown a significant decrease in anxiety and depression among its users in 2 weeks only.

According to psychologists, these AI tools can help a lot with some mental health issues. However, medical assistance is a major process essential in overcoming mental health problems especially when the individual suffers from severe symptoms (e.g. Major Depressive Disorder) that would likely require a higher level of care.

On that account, it’s not about AI manipulating us or replacing humans as some may think. Still, on the other hand, this much success gained by AI Chatbots leads to some questions we should ask ourselves. Are we really doing well? Are we taking the time to listen to the people around us? Do we try to understand them, to comfort them? Or, are we so consumed by work, money, and social media that we no longer ask about the ones we love to the point that they choose to talk to a machine over opening up to us? The purpose of this questioning is not to enter into a circle of self-blame but to rethink our behavior towards our loved ones.

Let’s listen to each other. Let’s notice the persons around us whom mental health issues are kept untold and let’s accompany them in taking adequate therapy because everyone needs help and support and no one should bear the weight of mental disorders alone.

Resources:
Treating Your Stress with AI Technology
10 octobre 2020: C’est la journée mondiale de la santé mentale
Woebot: A Professional Review

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La journée mondiale de l’ingénierie pour l’avenir

Youssef khlifi

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https://www.google.tn/search?biw=1366&bih=613&tbm=isch&sa=1&ei=GBz2WvaLGYuusQGThZqoAQ&q=journ%C3%A9e+mondiale+de+l%27ing%C3%A9nierie+pour+l%27avenir&oq=journ%C3%A9e+mondiale+de+l%27ing%C3%A9&gs_l=img.1.0.0i24k1.104767.116691.0.118451.35.21.0.10.10.0.188.2297.0j16.16.0....0...1c.1.64.img..9.26.2416.0..0j0i67k1j35i39k1j0i30k1j0i10i30k1.0.mpdNVX6URTE#imgrc=CABxc1JYZTtPEM:

Ce dimanche 13 mai 2018 est Journée Mondiale de l’Ingénierie pour l’Avenir. Un événement peu connu des jeunes tunisiens.

But de la journée:

Le but de la Journée de l’Ingénierie pour l’Avenir est de promouvoir les métiers scientifiques et de sensibiliser l’opinion publique aux diverses opportunités existant dans les différents domaines technologiques et enrayer la chute continuelle des inscriptions dans les filières techniques, informatiques et scientifiques…
Cette baisse est observée aussi bien dans les pays avancés (Etats-Unis, Europe) et en Tunisie….

Ingénierie de nos jours

Il paraît bien que l’avenir et le rêve du jeune  tunisien continuent tous les deux à s’éloigner du secteur de l’ingénierie vu les problèmes qui l’entourent dans notre société et qui se trouve aujourd’hui attaqué par un cancer, sous le renom « Cancer de l’état »  :    C’est le chômage.

La Tunisie compte 10 mille ingénieurs chômeurs,  ce chiffre était de 5000 en 2016, et ce dernier continue à évoluer brutalement.
L’étudiant ingénieur désespéré de nos jours, se pose la question:
« Ingénieur… et après? »
Cachant derrière ces mots beaucoup de mystères…..

Une pénurie de professionnels dans des domaines où se joue l’avenir de l’humanitécomme celui de la santé, celui de la recherche, celui des énergies nouvelles ou encore celui des télé-communications, risque d’approcher dans les années qui viennent.

Est-ce que célébrer une journée pareille suffit pour éveiller l’esprit des autorités publiques à penser à l’état alarmant que retrouve le domaine de l’ingénierie en Tunisie ?

Faut-il penser à quitter le fait de penser à devenir ingénieur?
Faut-il quitter son pays afin de chercher un boulot?

UNE JOURNÉE PAREILLE DOIT AVOIR POUR BUT PRINCIPAL: La lutte contre le chômage des ingénieurs


Pourquoi le 13 mai ?

A une époque où les jeunes semblent se désintéresser de plus en plus des matières scientifiques et techniques, il a paru nécessaire à l’Institute of Electrical and Electronics Engineers ou IEEE, en français l’« Institut des ingénieurs électriciens et électroniciens », la plus grande association technique au monde, de lancer une Journée Mondiale de l’Ingénierie pour l’Avenir. La date du 13 mai a été retenue car coïncidant avec celle de l’anniversaire de l’association née en 1884.


Réf:
http://www.webdo.tn/2017/11/14/tunisie-le-nombre-dingenieurs-au-chomage-a-double-en-une-annee/
http://www.journee-mondiale.com/208/journee-mondiale-de-l-ingenierie-pour-l-avenir.htm

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