Multiple Algorithms

Select from Multiple Algorithms to generate accurate recommendations

Introduction

Alie’s “Multiple Algorithms” feature lets you choose the machine learning (ML) algorithm suitable for your business needs. Each algorithm is designed to provide a unique experience for users who interact with Alie’s system regularly. All you need to do is, just login into the Alie dashboard, select the option to upload your own dataset and select the appropriate algorithm from the list of available ones. The selected algorithm and the dataset will then be fed to Alie, to get the desired recommendations.

We have listed many algorithms which have their own purpose, you can leverage them based on the choices and preferences of your end-users. Few of our listed algorithms include - Other User’s Choice, Most Viewed, Recently Added, Similar Item Recommendation.

Highlights

Highlights

  • Innovative Algorithms
  • Start Recommending With Default Algorithm
  • Custom Algorithm

Innovative Algorithms

Innovative Algorithms

Alie is built on the most innovative algorithms available in the recommendation system’s space. We utilize collaborative filtering & deep learning, as well as content-based algorithms to ensure the most accurate content for every user. Alie is real-time, which means our models adapt to each interaction the user makes with the system.

Start Recommending With Default Algorithm

Start Recommending With Default Algorithm

You can start recommending users even if they are new to your platform with Alie's default algorithm. Initially, Alie would start recommending based on the similarity of the item. As more and more data is being sent, Alie becomes mature and starts connecting other user’s data to create a co-relation matrix and recommend the best items.

Custom Algorithm

Custom Algorithm

Alie is a tad different when it comes to traditional one-size-fits-all recommendation systems that rely on one-size-fits-all algorithms. Alie offers you a facility to build a custom algorithm of your choice. Alie’s team of experienced data scientists and software developers will work with you to understand your business problem and deliver the custom algorithm within a few weeks.

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