Mind-Blowing Ways Machine Learning Can Enhance Your Facebook Clone App

| | , ,

As your app like Facebook grows in popularity, the number of users will also increase significantly. They will belong to different countries, with different interests and personalities. It will be up to you to alter your app in such a way that it stays relevant and safe with time.

You might get overwhelmed by the amount of data that gets generated daily. You will also be required to meet the expectations of the people to make them stay on your app. But how can you do that?

The simple answer is machine learning.

In this article, we will not only discuss what those features are but how they work and why they are important to your Facebook like app.

Facial Recognition

Facial recognition is a feature where the app identifies a user’s face, even if they are not tagged in it. It will suggest the uploader tag the person and will also send a notification to the user whose photo is uploaded.

How Does It Work?

Now that we know what facial recognition feature is, let’s see how it works.

The Machine Learning System examines the pixels of the image’s face and generates a template, which is just a series of numbers. However, because this template is unique to each face, it can be used to recognize that face in another face. So basically, it is like a facial fingerprint.

Why Is It Important?

  • Your Facebook clone app is all about people sharing and celebrating their precious moments in life. But sometimes, it may not strike people to tag their friends or family members in the photo. This way, they might miss out on an important event in their friend’s life. However, with the facial recognition feature, the algorithm will identify the template of the user’s face and send them a notification.
  • Everyone is aware of how social media platforms are a hunting ground for spammers and hackers. Sometimes they will make a fake profile of some user and cheat that user’s acquaintance with money or just harass that user. Facial recognition plays a vital role here to prevent this. If someone uploads a photo and tries to create a fake profile, the original user will be instantly notified.
  • Facial recognition can also inform people with visual impairments if their photo is uploaded.

Textual Analysis

Just like photos, there is going to be a lot of text on your app like Facebook. This text will have information that could be vital for the growth of your app and the brands associated with it. Since it is not possible to manually analyze the text, machine learning helps you do that.

How Does It Work?

Deep learning is a machine learning technique that can analyze thousands of posts in different languages in just one second. It not only analyses text but also understands other things like grammar, context, idioms, etc. These things can help in accurately identifying the meaning of a text.

Why Is It Important?

  • Textual analysis can help businesses identify the latest trend and buying behavior of users. This can be used to change the marketing techniques and bring in new changes to suit the consumer.
  • We have witnessed in the past how social media platforms can be used to alter and influence the psyche and actions of users. Be it the Presidential elections or initiating riots, social media has played a vital role in this. As the owner of the Facebook clone app, it will be your responsibility to make sure that your platform is not used to spread fake news. Text analysis can be used to identify keywords and users who use those keywords. You will be able to block them and report them to the authorities using text analysis.

Language Translation

There will be people on your Facebook like app from all over the world. They might not speak the same language but may share the same interest. So, how will they communicate with each other? This is where language translation comes in. You can provide a feature that can change the language of a post to the language the user prefers.

How Does It Work?

When a user hits the translate button, the browser sends a translation request to the server, which the server caches for future users. The translator achieves this by examining the huge amount of data that has previously been translated from one language to another and searching for common patterns and fundamental terminology. Then, it chooses the most accurate translation. It is important for you to regularly update the machine learning algorithm for new slang and words.

Why Is It Important?

  • The most significant importance of this feature is to connect people from different parts of the world who do not speak the same language. This feature will encourage more people to join your Facebook clone app as there will be no language barrier.

Targeted Advertising

Your main revenue will be through advertisements but that will be possible if the correct ads are shown to the users. Targeted advertising focuses on showing the most relevant ads to the users.

How Does It Work?

Targeted advertising uses the deep neural networks technique to identify the behavior of the user. It does this by determining the posts that users like, their age, gender, interests, and the pages they follow. This information shows users those ads that will be the most relevant to them that they are most likely to click on.

Why Is It Important?

  • If users receive ads that they are not interested in, they will view them only as a nuisance. If this continues, they might get fed up and quit your Facebook clone app. However, if they are shown ads about brands and topics they are interested in, they will not only appreciate it but will also engage with them.
  • The more the users click on an ad and interact with them, the more revenue it will bring you.

In Conclusion

We understand how critical it is for you to add these features to your Facebook clone app. But these features must be integrated in such a way that they work smoothly. You will be glad to know that our developers have made these kinds of apps many times and are aware of the intricacies involved.

So, contact us today, and we will help you make your app stay relevant in these changing times.

Previous

Vidalista ct 20 : Buy Online And Get Exclusive Offer | vidalista.us

Corporate video production might help you expand your client base Redirections

Next
Previous

Vidalista ct 20 : Buy Online And Get Exclusive Offer | vidalista.us

Corporate video production might help you expand your client base Redirections

Next