Rendering interaction statistics data for content elements of an information resource by identifying client device segments
First Claim
1. A method of rendering Internet interaction statistical data on graphical user interfaces, comprising:
- calculating, by a computing device having one or more processors, interaction sequence metrics for interactions by subsets of client devices with a first content element and a second content element on an information resource;
calculating, by the computing device, interaction sequence difference measures between the interaction sequence metrics among the subsets of client devices;
generating, by the computing device, using the interaction sequence metrics and the difference measures, a graph element including;
a first node corresponding to the first content element of the information resource;
a second node corresponding to the second content element of the information resource;
a first directed path from the first node to the second node indicating a first interaction sequence metric for interactions by a first subset of client devices with the first content element prior to interacting with the second content element;
a second directed path from the second node to the first node indicating a second interaction sequence metric for the interactions by the first subset of client devices with the second content element prior to interacting with the first content element;
a third directed path indicating a first interaction sequence difference measure corresponding to a difference between the first interaction sequence metric and a third interaction sequence metric for interactions by a second subset of client device with the first content element prior to interacting with the second content element; and
a fourth directed path indicating a second interaction sequence difference measure corresponding to a difference between the second interaction sequence metric and a fourth interaction sequence metric for interactions by the second subset of client device with the second content element prior to interacting with the first content element; and
displaying, by the computing device, the graph element in a graphical user interface overlaid on the information resource including the first content element and the second content element.
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Accused Products
Abstract
Systems and methods of rendering webpage interaction statistics data over graphical user interfaces is provided herein. A computing device can transmit a request for an interaction statistics identifying an information resource. The computing device can receive the interaction data set for the identified information resource. The computing device can calculate a similarity measure among the client devices based on the interaction data set using a clustering algorithm. The computing device can identity a subset of client devices based on the similarity measure. The computing device can calculate the interaction sequence metrics for the client devices for each selected content element. The computing device can select the content elements based on the calculated interaction sequence metrics. The computing device can generate a graph element including nodes representing each selected content element and paths representing the interaction sequence metrics. The computing device can display the graph element.
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Citations
20 Claims
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1. A method of rendering Internet interaction statistical data on graphical user interfaces, comprising:
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calculating, by a computing device having one or more processors, interaction sequence metrics for interactions by subsets of client devices with a first content element and a second content element on an information resource; calculating, by the computing device, interaction sequence difference measures between the interaction sequence metrics among the subsets of client devices; generating, by the computing device, using the interaction sequence metrics and the difference measures, a graph element including; a first node corresponding to the first content element of the information resource; a second node corresponding to the second content element of the information resource; a first directed path from the first node to the second node indicating a first interaction sequence metric for interactions by a first subset of client devices with the first content element prior to interacting with the second content element; a second directed path from the second node to the first node indicating a second interaction sequence metric for the interactions by the first subset of client devices with the second content element prior to interacting with the first content element; a third directed path indicating a first interaction sequence difference measure corresponding to a difference between the first interaction sequence metric and a third interaction sequence metric for interactions by a second subset of client device with the first content element prior to interacting with the second content element; and a fourth directed path indicating a second interaction sequence difference measure corresponding to a difference between the second interaction sequence metric and a fourth interaction sequence metric for interactions by the second subset of client device with the second content element prior to interacting with the first content element; and displaying, by the computing device, the graph element in a graphical user interface overlaid on the information resource including the first content element and the second content element. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A system for rendering Internet interaction statistical data on graphical user interfaces, comprising:
a computing device having one or more processors and operably coupled to memory, configured to; calculate interaction sequence metrics for interactions by subsets of client devices with a first content element and a second content element on an information resource; calculate interaction sequence difference measures between the interaction sequence metrics among the subsets of client devices; generate, using the interaction sequence metrics and the difference measures, a graph element including; a first node corresponding to the first content element of the information resource; a second node corresponding to the second content element of the information resource; a first directed path from the first node to the second node indicating a first interaction sequence metric for interactions by a first subset of client devices with the first content element prior to interacting with the second content element; a second directed path from the second node to the first node indicating a second interaction sequence metric for the interactions by the first subset of client devices with the second content element prior to interacting with the first content element; a third directed path indicating a first interaction sequence difference measure corresponding to a difference between the first interaction sequence metric and a third interaction sequence metric for interactions by a second subset of client device with the first content element prior to interacting with the second content element; and a fourth directed path indicating a second interaction sequence difference measure corresponding to a difference between the second interaction sequence metric and a fourth interaction sequence metric for interactions by the second subset of client device with the second content element prior to interacting with the first content element; and display the graph element in a graphical user interface overlaid on the information resource including the first content element and the second content element. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
Specification