A multimodal recommendation identification system analyzes data describing a sequence of past content item interactions to generate a recommendation for a content item for a user. An indication of the recommended content item is provided to a website hosting system or recommendation system so that the recommended content item is displayed or otherwise presented to the user. The multimodal recommendation identification system identifies a content item to recommend to the user by generating an encoding that encodes identifiers of the sequence of content items the user has interacted with and generating encodings that encode multimodal information for content items in the sequence of content items the user has interacted with. An aggregated information encoding for a user based on these encodings and a system analyzes the content item sequence encoding and interaction between the content item sequence encoding and the multiple modality encodings to generate the aggregated information encoding.

Methods and systems are disclosed herein for a media guidance application that alerts a user to the appearance of objects in media content that may be of interest to the user. For example, as media content progresses, the media guidance application may determine objects that may interest a user. The media guidance application may record the number of determined objects and present the number to the user as well as supplemental content associated with each object.

Methods and systems are disclosed herein for a media guidance application that alerts a user to the appearance of objects in media content that may be of interest to the user. For example, as media content progresses, the media guidance application may determine objects that may interest a user. The media guidance application may record the number of determined objects and present the number to the user as well as supplemental content associated with each object.

A device implementing a system for estimating device location includes at least one processor configured to receive a first estimated position of the device at a first time. The at least one processor is further configured to capture, using an image sensor of the device, images during a time period defined by the first time and a second time, and determine, based on the images, a second estimated position of the device, the second estimated position being relative to the first estimated position. The at least one processor is further configured to receive a third estimated position of the device at the second time, and estimate a location of the device based on the second estimated position and the third estimated position.

Systems and methods are described for a media guidance application (e.g., implemented on a user device) that avoids spoilers in presenting recording prompts relating to a competition by scheduling presentation of notifications according to the user profile.

Systems and methods are described for a media guidance application (e.g., implemented on a user device) that avoids spoilers in presenting recording prompts relating to a competition by scheduling presentation of notifications according to the user profile.

An interactive video distribution system and video player are described. A client server arrangement may be used for providing a video player and video content to a client device. The video player may display navigation images enabling navigation to specific portions of the video content by activating a corresponding navigation image. The video player may also enable the sharing of a segment of the video with other video players, enabling the video players to play the streamed segment of the video without having to play the entire video, thereby reducing network bandwidth usage. The video player may be embeddable. The server may associate searchable tags with respective video segments.

An interactive video distribution system and video player are described. A client server arrangement may be used for providing a video player and video content to a client device. The video player may display navigation images enabling navigation to specific portions of the video content by activating a corresponding navigation image. The video player may also enable the sharing of a segment of the video with other video players, enabling the video players to play the streamed segment of the video without having to play the entire video, thereby reducing network bandwidth usage. The video player may be embeddable. The server may associate searchable tags with respective video segments.

A method for providing a personalized media stream includes receiving a signal from a user to launch a personalized media stream, determining a current time, identifying a first time slot of a schedule into which the current time falls, identifying a first channel that is associated with the first time slot, wherein viewing history for the user indicates that the user has viewed the first channel during the first time slot in the past, automatically tuning the display device to the first channel in response to the signal, receiving, subsequent to the automatically tuning, a command from the user to pause a program playing on the first channel, identifying a second channel associated with a second time slot, wherein the second time slot occurs later in time that the first time slot, and buffering a portion of a program being shown on the second channel during the second time slot.

A method for providing a personalized media stream includes receiving a signal from a user to launch a personalized media stream, determining a current time, identifying a first time slot of a schedule into which the current time falls, identifying a first channel that is associated with the first time slot, wherein viewing history for the user indicates that the user has viewed the first channel during the first time slot in the past, automatically tuning the display device to the first channel in response to the signal, receiving, subsequent to the automatically tuning, a command from the user to pause a program playing on the first channel, identifying a second channel associated with a second time slot, wherein the second time slot occurs later in time that the first time slot, and buffering a portion of a program being shown on the second channel during the second time slot.