International Business Machines Corporation

Ryan Lynch Whitman

Jeffrey David Amsterdam

Christopher Eythan Holladay

Aaron K Baughman

Stephen Carl Hammer

Gray Franklin Cannon

Samir Mahir

Modifying digital content based on predicted future user behavior is provided. Trends in propagation values corresponding to a layer of nodes in an artificial neural network are identified based on measuring the propagation values at each run of the artificial neural network. The trends in the propagation values are forecasted to generate predicted propagation values at a specified future point in time. The predicted propagation values are applied to the layer of nodes in the artificial neural network. Predicted website analytics values corresponding to a set of website variables of interest for the specified future point in time are generated based on running the artificial neural network with the predicted propagation values. A website corresponding to the set of website variables of interest is modified based on the predicted website analytics values corresponding to the set of website variables of interest for the specified future point in time.

Deep forecasted human behavior from digital content

A method and system for switching media streams of a video. A first media stream of the video is played in a SHOW mode in a client system as the first media stream is received. Aa switch is made from playing the first media stream to playing a second media stream of the video in the SHOW mode as the second media stream is being received. The switch preserves video content continuity of the video and includes pausing play of the first media stream. A pausing rank is associated with each timecode in the first and second media streams. The pausing occurs at a timecode in the first media stream at which the associated pausing rank is not less than a predesignated threshold.

Switching media streams in a client

A method and system for switching media streams of a video in a client system. A first media stream of the video is played in a SHOW mode in the client system as the first media stream is received. During play of the first media stream, an environmental change is detected within or adjacent to the client system and in response, a switch is made from playing the first media stream to playing a second media stream of the video in the SHOW mode as the second media stream is being received. The switch preserves video content continuity of the video and includes pausing play of the first media stream. A pausing rank is associated with each timecode in the first and second media streams. The pausing occurs at a timecode in the first media stream at which the associated pausing rank is not less than a predesignated threshold.

Switching media streams in a client system based on environmental changes

A method and system for switching media streams of a video in a client system. A first media stream of the video is played in a SHOW mode in the client system as the first media stream is received from a content providing system. During playing the first media stream, an environmental change is detected within or adjacent to the client system and in response, a switch is made from playing the first media stream to playing a second media stream of the video in the SHOW mode as the second media stream is being received from the content providing system. After playing first media stream is paused, the switching may occur upon matching timecodes distributed in the first and second media streams, by transitioning playing the second media stream in a HIDE mode to playing the second media stream in the SHOW mode.

A method and system for switching media streams of a video in a client system. The media streams are made available to the client system by a content providing system. A first media stream received from the content providing system is played in a SHOW mode in the client system. An environmental change in an environment within or adjacent to the client system is detected, resulting in executing a procedure for deciding whether to switch from playing the first media stream to playing a second media stream differing from the first media stream. The executed procedure decides to make the switch. The switch is made to playing the second media stream in the SHOW mode as the second media stream is being received from the content providing system in response having been requested from the content providing system. The switching preserves content continuity of the video.

A process for switching media streams of a video in a client system. The media streams are made available to the client system by a content providing system. A first media stream received from the content providing system is played in a SHOW mode in the client system. An environmental change in an environment within or adjacent to the client system is detected, resulting in executing a procedure for deciding whether to switch from playing the first media stream to playing a second media stream differing from the first media stream. The executed procedure decides to make the switch. The switch is made to playing the second media stream in the SHOW mode as the second media stream is being received from the content providing system in response having been requested from the content providing system. The switching preserves content continuity of the video.

An improved solution for accessing a web application is provided. In an embodiment of the invention, a method for controlling access to a web application includes: receiving a request for a first web page application, wherein the first web application is connected to a second web page application via a link at the second web page application; determining if the request is likely from a book marked link to the first web page application or from the link at the second web page application; and providing one of the second web page application and the first web page application based on the determining.

Method to prevent access of web applications from bookmarked links

A method and system for switching media streams of a video in a client system. The media streams are made available to the client system by a content providing system. A first media stream received from the content providing system is played in a SHOW mode in the client system. A command is received from a control system to execute a procedure for deciding whether to switch from playing the first media stream to playing a second media stream which has a different media stream bandwidth than the first media stream. The executed procedure decides to make the switch. The switch is made to playing the second media stream in the SHOW mode as the second media stream is being received from the content providing system in response having been requested from the content providing system. The switching preserves content continuity of the video.

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Sunny Side, GA, United States of America

Ryan Lynch Whitman