Content-based Filtering


Content-based filtering is a technique used in recommender systems that recommends items to users based on their past preferences and interests. It works by analyzing the attributes of items that a user has liked or interacted with in the past and then recommending similar items that share those attributes. In other words, it focuses on the content of the items rather than the behavior of other users. Content-based filtering is commonly used in e-commerce, music, and video streaming platforms to provide personalized recommendations to users. One of the advantages of content-based filtering is that it can provide recommendations for new or niche items that have not been rated by other users yet.


Your Previous Searches
Random Picks

  • Augmentation: Augmentation refers to the process of enhancing or improving the performance of a machine learning model by adding additional data or features to the existing dataset. This can be done by either adding more data to the training set or by ge ... Read More >>
  • Data Management Systems: Data Management Systems (DMS) are computer software systems designed to manage, store, organize, and retrieve large volumes of data. DMSs provide a centralized platform for data management, ensuring data accuracy, consistency, and security. ... Read More >>
  • Latent Space: In data science and artificial intelligence, Latent Space refers to the space of encoded features extracted from raw data using techniques such as dimensionality reduction, autoencoders, or generative models. The term 'latent' refers to the ... Read More >>
Top News

World awaits Nvidia earnings report, more on Jaguar's new moves...

Artificial intelligence chip maker Nvidia will announce its latest earnings as investors anxiously await good news. Also, Jaguar is targeting younger buyers as it prepares to release more details on i...

News Source: CBS News on 2024-11-20

US gathers allies to talk AI safety, Trump's vow to undo Biden's AI policy overs...

President-elect Donald Trump has vowed to repeal President Joe Biden’s signature artificial intelligence policy when he returns to the White House for a second term...

News Source: ABC News on 2024-11-20

Elon Musk asked people to upload their medical data to X so his AI company could...

Health care experts are worried about Grok’s potential to breach patient privacy....

News Source: Fortune on 2024-11-20

Bitcoin billionaire Barry Silbert talks about his next big bet—on ‘decentral...

Silbert will be CEO of Yuma, a new DCG subsidiary focused on the AI ecosystem tied to Bittensor blockchain....

News Source: Fortune on 2024-11-20

Chief transformation officers join the C-suite to drive innovation at speed...

Companies are grappling with a faster pace of innovation. The chief transformation officer can help across the organization....

News Source: Business Insider on 2024-11-20