Overview / Usage

Personality analysis can be used in a dating website for finding the most suitable match for a person.
We can determine the personality of a person using their chats and activities. Analysing the personality would help in categorizing people based on personalities, and then pairing them up to find a better partner.

In the recent times, finding a partner of similar tastes is a pretty difficult task. Most of the dating websites and apps just use matching algorithms to find partners.

Here, I will be analysing the complete personality attributes of a person from his/her chat history and other relevant data collected from users account. I would also be using some benchmark datasets available in this field.

Methodology / Approach

Over the past years, there has been a lot of data being collected from social media websites. I would be following a similar strategy to collect text data from users chat and social media activities and then categorizing them into different categories. Then deep learning models would be created using Intel optimized Tensorflow and we would train them on Intel Devcloud.

Here, I will be analysing the complete personality attributes of a person from his/her chat history and other relevant data collected from users account. I would also be using some benchmark datasets available in this field.

The personality of the person would be analysed based on the Big Five Personality traits. These Big Five Personality traits comprise of : Openness, Conscientiousness, Extraversion, Agreeableness and Neuroticism.
Further subcategories can also be broken down for these traits baser on availability of data, and if you want to dive deep into the product.

Then people would be paired based on genders, age groups and similar personality scores to find the most suitable match. This application can surely help you in getting ypur future life partner.

Further, Personality analysis can also be used in Security applications like analysing the personality of a person before approval of visa amd entrance to sensitive areas.

Technologies Used

Intel Optimized Python, Intel Optimized Tensorflow and Intel AI DevCloud.