Information Retrieval and RecommendationsInformation Retrieval is the science of searching for information in a document, searching for documents themselves, and also searching for the metadata that describes data, and for databases of texts, images or sounds.
Information Recommendation seeks to predict the "rating" or "preference" a user would give to an item. It is primarily used in commercial applications.