Abstract: Provided are a system and method for determining whether an apparent booking is a genuine booking or is a blocked period of unavailability that is not the result of a genuine booking. Bookings occur in all sorts of industries, such as travel, medical, entertainment, weddings, catering, and the like. In some examples, the method may include receiving content from a website that includes a listing for an object, identifying a period of unavailability of the object based on the content received from the website, predicting, via a machine learning model, whether the period of unavailability of the object is a blocked period that is not a result of a reservation of the object, the predicting being performed based on additional content visible on the website being input into the machine learning model, and storing an identifier of the period of unavailability and information about the prediction within a storage device.

Abstract: Provided are a system and method for performing deduplication of web content. In one example, the method includes converting search results of a first website into a first fuzzy index and converting search results of a second website into a second fuzzy index, determining a search result of the first website corresponds to a same item as a search result of the second website based on a comparison of the first fuzzy index and the second fuzzy index, and displaying a comparison of web content associated with the item from the first search result and web content associated with item from the second search result. The deduplication of content according to various embodiments may be performed on the fly without storing web content in a centralized database.

Abstract: Provided are a system and method for enhancing static web content. In one example, the method includes extracting text content describing an item and extracting still images of the item from a host website, automatically converting the extracted text content into audio by combining keywords from the extracted text content with auto-generated supplemental words related to the item to generate an audio script, automatically converting the extracted still images into moving images by arranging the still images extracted in a sequence and adding movement to the still images to generate a video, and simultaneously playing the automatically generated audio script and the automatically generated video in response to a selection of the item. By creating and overlapping video and audio from still images and text of a listing on a website, the listing becomes more entertaining and captivating to a viewer.

Abstract: Provided are a system and method for determining whether an apparent booking is a genuine or actual booking. Bookings occur in all sorts of industries, such as travel, medical, entertainment, weddings, catering, and the like. In one embodiment, the method includes determining whether an apparent booking identified from a website calendar, and associated with a merchant, is a genuine booking of the merchant or is an unavailability of the merchant not related to a booking. For example, the genuineness of the booking may be determined based on additional information associated with the merchant, a geographic location, other merchants, and the like.