Sectors

There are three main classes of online recommendation system algorithm based on Machine learning and Natural language Processing :

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  Content-Based Filtering Systems

  Content-based recommendation engine generates recommendations based on items and attributes and their similarities. The item refers to content whose attributes are used in recommendation models.

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  Collaborative filtering System 

  Collaborative based filtering System generates recommendations based upon on crowd-sourced input. This strategy recommends user behavior and similarity between users.

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  Hybrid recommendations Systems

  Hybrid recommendations System is a combination of content based recommendation engine and collaborative approaches. They help us for improving recommendations that are derived from the sparse dataset.

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  Demoraphic Based Recommendation Systems

  Demographic area based recommendation system recommends the products that are available in that particular geographical location. Artificial intelligence system .

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  Activity Recommendation System

  The system is responsible to analyze past activities of a person like what a person orders mostly to eat or drink, types of places one visits mostly.

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  Product Recommendation

  This system prefers a new product to any customer based on their previous search. It extracts the required information from customers previous activities or choices from the database.

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  Movie / Video/ Song Recommendation Systems

  Any person who uses to view online movies, songs or video are preferred with similar items. This is due to recommendation system.

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  Health Recommendation System 

  Any person who uses to view online movies, songs or video are preferred with similar items. This is due to the recommendation system.

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  Customer Services Recommendation System

  The engine will analyze the behavior of customer data reviews or comments and recommend the products according to the previous purchase history.

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  Automatic Music recommendation

  Using machine learning algorithms we made a system which can automatically predict genre of any song along with its instrumentation.

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  Automatic Tagging and Recommending

  Tagging on Social media websites has become so popular. It means connecting any song, video or person within a particular stuff.