Mobile electronic devices, such as smart phones, tablet computers, and wearable computing devices (e.g., watches, glasses, among others) are becoming more ubiquitous. People are increasingly using their mobile devices to obtain the information for going about their everyday lives. As people spend a greater amount of their time on these devices, it can be helpful to people if their devices offered suggestions of media content or physical items that might be of interest. Discussed herein are technical solutions to provide improved systems for displaying suggestions to people.
Various embodiments in accordance with the present disclosure will be described with reference to the drawings, in which:
Systems and methods in accordance with various embodiments of the present disclosure may overcome one or more of the foregoing or other deficiencies experienced in conventional approaches for presenting content data, such as recommended content, via an electronic device. In particular, various embodiments provide for determining, displaying, and updating content data anywhere messages and/or notifications may be presented to a user on a computing device. This can include displaying content data on a lock screen of a computing device, on a background image of a home screen of a computing device, as in-app content, in a notification area of a computing device, among other such areas messages and/or notifications may be presented. For example, a lock screen can include content data that can include advertisements and/or other such information. The content data can be displayed in one of a number of templates (e.g., a full-screen template or a non-full-screen template). Each type of template can include selectable elements (e.g., at least a portion of the template relative to what is displayed on the screen) that, when selected, can cause the computing device to perform an action such as launch an application, provide additional content displays, etc. The content data can be updated. For example, in response to a lock screen event, such as powering off the display screen, the content data can be updated and provided for display the next time the display screen is powered on.
In various embodiments, display instructions, content data, and/or templates to display the content data can be associated with a content provider and stored on a computing device. An example of content data includes recommend content. The recommended content can be tailored to a user of the computing device. For example, as will be described further herein, the recommended content inserted into the templates can be based on the geographic location of the computing device, usage data as relating to social media applications associated with the user of the computing device, web applications, and various other applications, search queries, purchase history, among other types of information. The display instructions can be executed by the computing device to determine a display schedule, whereby the display schedule can be used to determine whether to update the recommended content, to set a frequency at which the recommended content is displayed, a time at which the recommended content is displayed, the type of template used to express the recommended content, placement of the recommended content on a display screen, among other such display options.
The recommended content can be updated in response to detecting a lock screen event. Lock screen events include, for example, swiping away a lock screen where no security pin is required to access a home screen or other user interface of the computing device, changing a user's enrollment status in receiving recommended content from a content provider, updating a user profile with a content provider, swiping away a lock screen where a security pin is required to access a home screen or other user interface of the computing device, dismissing a security lock guard (e.g., pin entry, biometric entry, etc.) and returning to a lock screen, displaying a notification pane, launching or dismissing a camera application over a lock screen, dismissing a non-full-screen template that includes recommended content, displaying a notification overflow window, dismissing a notification overflow window, receiving a notification when a full-screen template that includes recommended content is being displayed, dismissing all notifications displayed on top of a full-screen template that includes recommended content, launching a dialer application over the lock screen, dismissing a dialer application from the lock screen, launching a voice assist application over the lock screen, dismissing a voice assist from the lock screen, powering on a display screen, powering off a display screen, activating a security key guard, activating a phone dialer application, detecting a reboot intent of the computing device, determining, while a display screen of a computing device is in a powered off state, that the computing device transitions from a state where no notifications are visible to where at least one notification would be visible or the computing device transitions from a state where notifications are visible to a state where no notifications are visible, among other such examples.
The lock screen events can be generated in response to, for example, detecting a user interaction with a display screen of the computing device, detecting a physical button of a computing device being pressed a predetermined number of times, detecting a graphical button of a computing device being contacted a predetermined number of times, detecting a time out event, detecting particular movement of the computing device, receiving an input from a different computing device (e.g., a smart watch), receiving input from an object (e.g., a cover of the computing device with a magnet that causes the display screen to power on/off), etc.
In accordance with various embodiments, as the user interacts with the recommended content (e.g., selects the recommended content) and/or computing device, a user profile that includes usage information can be created and/or updated, and the user profile can be used to update the display schedule such that recommended content is provided in accordance with the updated display schedule. In response to a selection of the recommended content, the computing device can perform at least one action, such as launching a web browser to view a product listing of an item or service represented in the recommended content, navigating to a particular web site, launching an application, or performing some other action.
Various other functions and advantages are described and suggested below as may be provided in accordance with the various embodiments.
In accordance with various embodiments, a lock screen is a type of graphical user interface (GUI) that is displayed on a touch-sensitive display screen when the display screen is “locked,” or programmed to restrict access to aspects of the computing device. For example, the lock screen can regulate immediate access to the computing device by requiring a certain action in order to receive access: such as entering a password as part of authenticating a security key guard, using a certain button combination as part of authenticating a security key guard, or by performing a certain gesture using a device's touchscreen as part of authenticating a security key guard. Functionality of the computing device and private data is limited to pre-configured access settings that are determined either by default or when the computing device is unlocked.
The lock screen can be displayed upon detecting an input that “wakes” the display screen. An example input can include pressing a physical button such as a home button (see 134 of
In accordance with certain embodiments, once the lock screen is displayed, the lock screen can be unlocked to enable certain computing device settings and other computing device functionality. In various embodiments, however, the lock screen does not have to be unlocked to utilize computing device functionality. For example, pressing a physical button a predetermined number of times may launch a camera application that can be used to capture image data (e.g., a still image, video, etc.) In another example, pressing a physical button can wake a display screen of a computing device and the user can perform a gesture (e.g., swipe) to launch or display graphical elements that when selected can launch one of a number of applications executing on the computing device. In the situation where the computing device is unlocked to access private data and/or additional functionality, the unlock process can include, for example, verifying the user's identification with a passcode as part of authenticating a security key guard, using facial identification approaches to verify the user's identity as part of authenticating a security key guard, using fingerprint recognition approaches to verify the user's identity as part of authenticating a security key guard, using voice identification approaches to verify the user's identity as part of authenticating a security key guard, etc.
Example 120 of
As will be described further herein, the recommended content can be determined, displayed, and updated in accordance with display instructions. As described herein, the display instructions can be periodically and automatically updated. For example, a service (e.g., an update service) can provide updated display instructions as such instructions become available, at determined times, or as otherwise appropriate. In accordance with various embodiments, the display instructions can be used to cause the computing device to determine, display, and update the recommended content at specific times, under specific conditions, and/or in response to a particular lock screen event. For example, the computing device can determine that a current time of day is within a determined time segment specified by a display schedule of the display instructions and can enable recommended content to be displayed. In other examples, the computing device can determine, display, and/or update recommended content in response to a lock screen event. Example lock screen events include swiping away a lock screen where no security pin is required to access a home screen or other user interface of the computing device, changing a user's enrollment status in receiving recommended content from a content provider, updating a user profile with a content provider, swiping away a lock screen where a security pin is required to access a home screen or other user interface of the computing device, dismissing a security lock guard (e.g., pin entry, biometric entry, etc.) and returning to a lock screen, displaying a notification pane, launching or dismissing a camera application over a lock screen, dismissing a non-full-screen template that includes recommended content, displaying a notification overflow window, dismissing a notification overflow window, receiving a notification when a full-screen template that includes recommended content is being displayed, dismissing all notifications displayed on top of a full-screen template that includes recommended content, launching a dialer application over the lock screen, dismissing a dialer application from the lock screen, launching a voice assist application over the lock screen, dismissing a voice assist from the lock screen, powering on a display screen, powering off a display screen, activating a security key guard, activating a phone dialer application, detecting a reboot intent of the computing device, determining, while a display screen of a computing device is in a powered off state, that the computing device transitions from a state where no notifications are visible to where at least one notification would be visible or the computing device transitions from a state where notifications are visible to a state where no notifications are visible, among other such examples.
Example situations where recommended content is determined, displayed, and/or updated can occur when returning from an application launched over the lock screen, where in this situation any recommended content displayed in a full-screen template is cleared and any recommended content displayed in a non-full-screen template remains displayed. In another situation where the computing device is returning from a camera application that was launched by pressing a power button (or other such button) a predetermined number of times, the recommended content displayed in a full-screen template can be updated and any recommended content displayed in a non-full-screen template can remain unchanged. In yet another situation where a security key guard or other such security interface that requires an input to access a home screen of the computing device is dismissed, recommended content can be cleared. In another situation where a computing device shut down process is initiated, recommended content can be cleared. In yet another situation, recommended content displayed in a full-screen template can be cleared when an application is launched over the lock screen. In another situation, recommended content displayed in a non-full-screen template can cleared when that recommended content is cleared via a swiping gesture. It should be noted that other lock screen events can cause a computing device to determine, display, and/or update recommended content as will be obvious to one of ordinary skill in the art.
As described, the computing device can cause the recommended content to be displayed on the lock screen in one or more of a number of different visual representations.
The interactive element 208, when selected, can cause the computing device to perform one of a number of actions. Example actions include launching an application such as a web browser to view a webpage, a marketplace application to download an application, among others. In this example, the interactive element can cause a mobile shopping app to launch, wherein a product page for the shoe as well as any additional or related information can be displayed. In the situation where the user has a passcode or other security measure securing the computing device, the user would first have to provide the necessary passcode before viewing the product page. On the product page, the user can purchase the product, search additional products, or resume operation of the computing device. It should be noted that although the recommended content in the full-screen template is shown in this example, it will be appreciated that the visual representation of the recommended content is not limited to the full-screen template. For example, the recommended content can be displayed in a non-full-screen template which includes but is not limited to a banner template, a notification template, or any other template that utilizes substantially less than all of the pixels of the display screen when rendered. In various embodiments, the display screen can include other displays coupled and/or otherwise in communication with the computing device. For example, the displays can include a secondary screen such as an e-ink screen, LCD screen, LED screen, etc. Additionally or alternatively, the display can be a display screen of a device in communication with the computing device such as a smart watch, smart glasses, mobile phone, automobile display, television, electronic book reader, portable media player, among others. As will be appreciated by one of ordinary skill in the art, a product or other content to be represented in recommended content can be a tangible item, a virtual item, a service, or a combination thereof.
In another example, a banner template 242 can include recommended content as shown in example 240 of
The template used to display the recommended can be based on the presence of any notifications on the lock screen. For example, in the situation where at least one notification is being displayed on the lock screen, the recommended content can be generated in one of a banner template or a notification template. In the situation where no or zero notifications are being displayed on the lock screen, the recommended content can be generated in a full-screen template. In the situation where there are a few notifications being displayed (e.g., three or less), the recommended content can be generated in a banner template. In the situation where three or more notifications are being displayed on the lock screen, the recommended content can be generated in a notification template. In the situation where ten or more notifications are being displayed, no recommendations may be displayed. It should be noted that other events can trigger the use of one visualization style over another visualization style. It should further be noted that these events may also be used to determine whether recommended content should be displayed.
For example, many operating systems include predefined notification categories to specify the type of notification object being displayed. Example notification categories include alarms and timers, calendar events, incoming direct messages (SMS, instant message, etc.) In accordance with various embodiments, the notification categories can be leveraged to determine a time to display the recommended content. For example, it may not be desirable to display recommended content when a user is responding to a calendar event, as the user has a specific intent in mind. Instead, the recommended content might be displayed some amount of time after the calendar event. As an example, if the time between when a notification is detected and when a user waking the display screen is less than, for example, fifteen seconds, then recommended content is not displayed.
In another example, operating systems may assign a notification priority to a notification. These priorities can influence ‘how’ and ‘when’ notifications should be displayed on a display screen. For example, a priority of “MAX” may be used for a critical or time-sensitive notification. In this example, if the time between a notification being displayed with a “MAX” priority and the user waking the display screen is less than, for example, fifteen seconds, then recommended content is not displayed. In yet another example, the total number of notifications displayed on a lock screen can be used to determine whether to display recommended content. For example, in the situation where, for example, ten or more notifications are present on the lock screen when the display screen is turned on, then recommended content may not be displayed at that time.
In accordance with various embodiments, the advertisements, content, or other information inserted into the template can be tailored for a user of the computing device. This can include tailoring the frequency at which recommended content is displayed (i.e., the rate at which content is displayed or otherwise provided) on the lock screen, the placement of the recommended content on the lock screen, when the recommended content is displayed on the lock screen, and/or the visualization of the recommended content. For example, the time of day to which the recommended content is displayed on the lock screen can be selected to minimize distraction and increase viewership of the recommended content. For example, in the situation where a user utilizes the computing device for a brief period of time in the morning, and more so in the evening, it might be beneficial to increase the display of recommended content on the lock screen at a time the computing device is most likely to be used and/or checked (i.e., in the evening). Providing recommended content during a time the user is infrequently unlocking the computing device or otherwise is attempting to briefly use the device can be distracting and may lead to an unsatisfactory experience.
In various embodiments, the recommended content inserted into the templates can be tailored based on user information as may include the user's demographic information, such as gender, age, marital status, occupation, income level, etc., information indicating usage patterns of the computing device, information indicating applications on the computing device, a physical location of the computing device, a network provider (Wi-Fi and/or telecom) of the computing device, etc. For example, the name of the carrier network used by the computing device can be determined and recommended content can determined based on the carrier network name can be inserted in the template. For example, if the user's carrier is identified, content can be included in the template for a competing carrier. In another example, the computing devices Wi-Fi and/or GPS setting can be determined to tailor content included in the template based on the computing devices physical location. For example, in the situation where the Wi-Fi network is identified with a particular restaurant, recommended content for that restaurant can be inserted into a template and displayed on the lock screen of the computing device. In yet another example, application activity on the computing device can be monitored, where the activity can include notifications, the time of those notifications, etc. The activity can be used to determine a time to display recommended content. For example, the fact that a user is accessing social media websites and/or applications, might indicate that a user of the computing device available to receive content, which can then be displayed on the lock screen of the computing device.
In accordance with various embodiments, other factors can cause the frequency, placement, and/or appearance of advertisements to be adjusted or otherwise modified. For example, if a complaint or other indication is received that indicates that the user is not satisfied with the frequency, placement, and/or appearance of the advertisements, the frequency, placement, and/or appearance at which the advertisements are displayed to the user can be decreased or otherwise modified. In this way, feedback received from the user can be used to adjust the rate at which and/or the placement of the displayed advertisements. Additionally, how often a user clicks, selects and/or otherwise interacts with an advertisement (such as the user's clickthrough rate), and/or any other number of customer behaviors can be used to adjust the advertising frequency (and/or placement and appearance of the advertisements). For example, advertisement frequency can be decreased, and/or placement and/or appearance of advertisements made less intrusive if a user selects or otherwise interacts with the displayed advertisements to increase a clickthrough rate.
The client content data store 338 can store a local copy of the recommended content, display instructions for displaying the recommended content, as well as other information. As described, the display instructions can be provided by a content provider environment 306 or other such environment and can be used to determine a display schedule by which to display and update the recommended content on the client computing device's lock screen. For example, the display instructions can instruct the client computing device to listen for any notifications to be displayed on the lock screen or other events, and based on the presence on any notifications, the time of day, user information, lock screen events, and any other appropriate information, the client device 302 can determine a template to display the recommended content on the lock screen and/or whether to update the recommended content to be inserted in the template. As described herein, the display instructions can be periodically and automatically updated. For example, the content provider environment can include a service (e.g., an update service) operable to generate updates to the display instructions and can propagated the updates to the client computing device 302, where when installed, can be used to determine a template to display the recommended content, display and/or update the recommended content, or perform some other function described herein.
The recommended content can include, for example, rich media content, advertisements, graphics, text, selectable elements, etc. The recommended content can be personalized based on user information associated with a user of the client computing device and can be formatted for optimal display on the client computing device, taking into consideration various specifications of the client computing device (e.g., screen size, screen resolution, etc.) The recommended content can be provided by a content provider of the content provider environment. In accordance with various embodiments, the recommended content can be provided to the content provider environment from a third party content provider 324 or other such entity.
The user data store 334 can include usage information pertaining to the client computing device 302 as may include application usage, client computing device settings (e.g., cellular network provider, etc.), as well as user information (e.g., user preferences, unlock log, etc.). The at least one network 304 can include any appropriate network, such as may include the Internet, an Intranet, a local area network (LAN), a cellular network, and the like.
The content manager 332 can be used for rendering and updating recommended content. For example, the content manager 332 can receive a refresh notification or other such event/instruction from the content refresh service 352. The refresh notification can be generated in response to detecting a particular lock screen event. In response to receiving the refresh notification, the content manager can cause the content renderer 354 to initiate a content rendering process to generate recommended content to be displayed using content display service 350. In accordance with various embodiments, whether a refresh notification is generated can be based on the occurrence of one or more lock screen events. As described, example lock screen events include swiping away a lock screen where no security pin is required to access a home screen or other user interface of the client computing device, changing a user's enrollment status in receiving recommended content from a content provider, updating a user profile with a content provider, swiping away a lock screen where a security pin is required to access a home screen or other user interface of the client computing device, dismissing a security lock guard (e.g., pin entry, biometric entry, etc.) and returning to a lock screen, displaying a notification pane, launching or dismissing a camera application over a lock screen, dismissing a non-full-screen template that includes recommended content, displaying a notification overflow window, dismissing a notification overflow window, receiving a notification when a full-screen template that includes recommended content is being displayed, dismissing all notifications displayed on top of a full-screen template that includes recommended content, launching a dialer application over the lock screen, dismissing a dialer application from the lock screen, launching a voice assist application over the lock screen, dismissing a voice assist from the lock screen, powering on a display screen, powering off a display screen, activating a security key guard, activating a phone dialer application, detecting a reboot intent of the client computing device, determining, while a display screen of a client computing device is in a powered off state (i.e., the display screen is not displaying content), that the client computing device transitions from a state where no notifications are visible to where at least one notification would be visible or the client computing device transitions from a state where notifications are visible to a state where no notifications are visible, among other such examples. The lock screen events can be generated in response to, for example, a user interaction with a display screen of the client computing device, pressing a physical button on a client computing device a predetermined number of times, contacting a graphical button on a client computing device a predetermined number of times, detecting a time out event, detecting predetermined movement of a client computing device, receiving an input from a different client computing device (e.g., a smart watch), receiving input from an object (e.g., a cover of a client computing device with a magnet that causes the display screen to power on/off), etc.
The content refresh service 352 can monitor for lock screen events and in the situation where a particular one of the lock screen events is detected, content refresh service 352 can notify the content manager 332 to initiate content selection, rendering, and display logic. For example, in the situation where the content refresh service 352 detects a power button (or other such button) being pressed to cause a display screen of the client computing device to enter a powered off state (i.e., the display screen is not displaying content), the content refresh service 352 can notify the content manager 332 of the lock screen event. The content manager 332 can notify the content renderer 354, which can initiate content selection logic to determine recommended content to be displayed by the content display service 350.
In another example, in the situation where the content refresh service 352 detects the power button (or other such button) being pressed a predetermined number of times to activate an application (e.g., a camera application, a voice assistant application, etc.), the content refresh service 352 can notify the content manager 332 of the lock screen event. The content manager 332 can notify the content renderer 354, which can initiate content selection logic to determine recommended content to be displayed by the content display service 350. The content renderer 354 can execute content selection logic for recommended content to be displayed in a full-screen template (recommended content for non-full-screen templates remain unchanged). As such, recommended content to be displayed in a full-screen template is cleared while recommended content to be displayed in a non-full-screen template remains the same. The cleared recommended content can be temporarily stored or otherwise persisted to cache or another memory component such as client content data store 338. The content renderer 354 can then initiate content render logic. In the situation where the render logic does not complete before the display screen is in a powered on state, the content display service 350 retrieves the cached recommended content and displays the cached recommended content by inserting the cached recommended content in the full-screen template. In the situation where the content render logic completes before the display screen is in a powered on state, the content display service 350 displays updated recommended content by inserting the updated recommended content in the full-screen template.
In yet another example, in the situation where the content refresh service 352 detects a reboot of the client computing device, the content refresh service 352 can notify the content manager 332 of the reboot (i.e., the lock screen event.) The content manager 332 can notify the content renderer 354, which can initiate content selection logic to determine recommended content to display and can cache the determined recommended content for use when the client computing device reboots. During a boot process, when it is determined that at least a predetermined portion of components of the client computing device are executing, the appropriate software is loaded, and that the display screen is in a powered off state (i.e., the display screen is not displaying content), the content renderer 354 can cause the content display service 350 to display the recommended content on the lock screen when the display screen is in a powered on state.
In yet another example, in the situation where the content refresh service 352 detects that the display screen is in a powered off state and the client computing device transitions from a lock screen state where no notifications are visible to a lock screen state where at least one notification would be visible, or the display screen is in a powered off state and the client computing device transitions from a state where at least one notification would be visible to a state where no notifications would be visible, the content refresh service 352 can notify the content manager 332 of the lock screen event. The content manager 332 can notify the content renderer 354, which can initiate content selection logic to determine recommended content to be displayed by the content display service 350. For example, in the situation where the client computing device transitions from a state where at least one notification would be visible to a state where no notifications will be visible, content selection for recommended content to be displayed in a full-screen template is initiated. In this example, the content renderer 354 can initiate selection and render logic. In the situation where the render logic does not complete before the display screen is in a powered on state, the content display service 350 retrieves previously cached recommended content used in a full-screen template and displays the cached recommended content on the lock screen in the full-screen template. In the situation where the render logic completes before the display screen is in a powered on state, the content display service 350 enables for display updated recommended content. In the situation where the client computing device transitions from a lock screen state where zero notifications will be visible to a state where at least one notification is to be visible, content selection for recommended content to be displayed in a non-full-screen template is initiated. For example, the content renderer 354 initiates content selection and render logic. In the situation where the render logic does not complete before the display screen is in a powered on state, the content display service 350 attempts to render the recommended content in a non-full-screen template while the display screen is in the powered on state.
In accordance with various embodiments, other lock screen events can be determined and based on these determined lock screen events a determination can be made whether to update and/or display recommended content. For example, when returning from an application launched over the lock screen, the client computing device can delete recommended content displayed in a full-screen template and continue to display recommended content displayed in a non-full-screen template. In another example, when a security key guard or other such security interface requiring an input to access the home screen of the client computing device is dismissed, recommended content is deleted. In another example, when the display screen is caused to be in a powered off state, content selection logic, content rendering logic, and content display logic can be executed and updated recommended content can be provided for display the next time the display screen is powered on. In various embodiments, powering off the display screen and/or computing device triggers the content selection logic and content rendering logic.
In accordance with certain embodiments, recommended content may not be updated when the display screen is in a powered on state. This can include situations where the lock screen is visible and/or the user is in a full-screen application and a notification is received. In this example, any recommended content currently being displayed may not be updated at that time. Rather, content selection and rendering logic can be executed when the display screen is in a powered off state. As described above, a possible exception to this situation is where a home button or other such button is pressed a predetermined number of times. In this example, recommended content in a full-screen template is updated.
In accordance with various embodiments, as relating to retrieving recommended content and/or display instructions, a request can be received to a network interface layer 308 of the content provider environment 306 for the recommended content and/or the display instructions. The network interface layer can include any appropriate components known or used to receive requests from across a network, such as may include one or more application programming interfaces (APIs) or other such interfaces for receiving such requests. The network interface layer 308 might be owned and operated by the provider, or leveraged by the provider as part of a shared resource or “cloud” offering. The network interface layer can receive and analyze the request from the client computing device 302, and cause at least a portion of the information in the request to be directed to an appropriate system or service, such as a server 310 (e.g., a Web server or application server), among other such options. At least one server 310 might be used to generate the display instructions and send the recommended content for rendering on the lock screen. To generate the display instructions and the recommended content, the servers or other components of the environment might access one or more data stores, such as a user data store 318 that contains information about the various users, and one or more server content data stores 320 storing recommended content able to be served to those users. The user data store 318 can include, for example, purchase history; customer behavior such as application or service usage; user responsiveness to advertisements such as clickthrough rate; social media information; service and/or displayed advertisements; and/or any other information that can be used to indicate user preference to a type of advertisement and/or recommended content.
A content request service 312 can be configured to provide information to include in the recommended content, and can include certain parameters regarding presenting recommended content. For instance, the content request service 312 can specify rules that affect a frequency at which the recommended content is displayed, the types of notifications the recommended content is displayed with, lock screen events that trigger an update of recommended content, etc. Once the appropriate components of the content provider environment 306 have determined the appropriate information, a response can be returned to the client computing device 302 over the network. This can include any recommended content and the display instructions for determining, rendering, and updating the recommended content.
In various embodiments, the third party content provider 324 can be, a social media network, news network, an ad network (e.g., a company that connects advertisers to publishers, such as websites or application developers, that host ads), an ad mediator (e.g., an ad tracking platform that enables the allocation of advertising inventory across multiple ad networks), an ad exchange (e.g., a technology platform that facilitates automated auction-based pricing and buying in real-time between advertiser demand and publisher ad supply), or the like. The third party content provider 324 can include or at least be in communication with an advertising manager, the content request service, or other appropriate service, which can include any combination of devices and/or processes operable to encompass, monitor, and/or control a number of different algorithms and components for selecting recommended content. In accordance with an embodiment, the recommended content can be provided to the content provider environment from the third party content provider 324, and the content provider environment can provide the recommended content to the client computing device. For example, the content renderer, or other component on the client computing device 302 can submit a request for recommended content. The request can be received by the content provider and the content provider can submit a request for the appropriate content to the third party content provider. The request from the content provider to the third party content provider can include any appropriate information for determining, recommended content. For example, the information can include usage profile and user information (such as demographic information), log information for a frequency of displayed recommended content, the placement of displayed recommended content, and/or the appearance of displayed recommended content, among other information.
In accordance with an embodiment, when the recommended content is loaded on the lock screen, the display instructions executing on the client computing device 302 can analyze the properties of the recommended content displayed to determine whether the user has viewed or otherwise interacted with the recommended content. The user interaction with the recommended content (e.g., selecting the recommended content), the downloaded advertisements, the advertisements view, the template used to display the recommended content (e.g., full screen template, notification template, and banner template), and other information can be stored in log data store 336. The information can be provided to the content provider environment, third party content provider, a logging service, or some other entity.
For example, the client computing device 302 can then cause at least one call or request to be submitted to a least one logging service 314, within or outside the provider environment 306, where the call or request can include information about the visibility of the advertising, interaction metrics (e.g., a time of day, template to display the recommended content, etc.), among other such options. The information can then be stored to log database 315 or similar location for subsequent analysis. In some cases, the information in the log database 315 will periodically be pulled and transformed to a format that can be stored to a table in the user data store 318, or other data repository or log data store 322, for reporting or statistical analysis with other data, enabling various types of reporting and analysis to be performed across various types of data.
In this example, recommended content is received 402 for display on a lock screen of a computing device. The recommended content can include, for example, rich media content, advertisements, and other content a user or other object can interact with. The recommended content as well as any advertisements and/or other information (e.g., advertisement images, advertisement description, etc.) can be stored on the computing device. Display instructions can be received 404. The display instructions can be used by the computing device to determine a template to display the recommended content and a display schedule by which the recommended content is to be displayed. For example, the display instructions can be used to cause the computing device to display recommended content at specific times, under specific conditions, and/or in response to particular event (e.g., lock screen events). As described herein, a content provider or other entity can provide such recommended content, advertisement and/or other information, display instructions to the computing device.
The display screen of the computing device is determined at 406 to be in a powered off state. In a powered off state, the lock screen cannot be accessed until the display screen is powered on. As described, a lock screen is a type of graphical user interface (GUI) that is displayed on a display screen when the display screen is “locked,” or programmed not to respond to most touches on the display screen. The lock screen can be displayed upon detecting an input that “wakes” the display screen. An example input can be a selection of a physical button, a voice input, movement of the computing device, system notifications being displayed by the computing device, etc. Upon waking the device, the display screen is powered on and the lock screen is displayed. The presence of a notification to be displayed on the lock screen is determined 408. While the display screen is off, the determination can be repeated at a predetermined interval and for each interval the presence of a notification to be displayed can be determined. For example, in certain situations, a notification might be displayed on the display screen for a first interval but for a second interval (or some other interval) the notification might have been cleared by the computing device. In this example, for the first interval, the recommended content can be generated in a full-screen template. However, once the notification was cleared and now that there are no notifications to be displayed on the lock screen, the recommended content can be generated in one of a banner template or a notification template on the lock screen. Example notifications include missed text message notifications, missed call notifications, calendar event notifications, operating system notifications, network notifications, among others. In the situation where zero notifications are determined to be displayed on the lock screen, the recommended content can be generated 410 by inserting the recommended content into a full-screen template for display on the lock screen. In response to detecting 412 a wake event that causes the display screen to power on, the recommended content is displayed 414 in the full-screen template on the lock screen. In the situation where at least one notification is determined to be displayed on the lock screen, then the recommended content is generated 416 in a non-full-screen template (e.g., one of a banner template or a notification template) by inserting the recommended content into the non-full-screen template. Whether the banner template or the notification template is used can be based on, for example, the number of notifications to be displayed on the display screen. For example, in the situation where there are a few notifications being displayed (e.g., three or less), the recommended content can be generated in a banner template. In the situation where three or more notifications are being displayed on the lock screen, the recommended content can be generated in a notification template. In the situation where ten or more notifications are being displayed, no recommendations may be displayed. Other factors can include the time of day, the number of lock screens per day, computing device usage information, etc. In response to detecting 418 a wake event that causes the display screen to power on, the recommended content is displayed 420 in one of the non-full-screen template (e.g., the banner template or the notification template.) As described, a user can interact with the recommended content. For example, the user can tap, select, swipe, or otherwise interact with the recommended content in a same or similar manner as with other notifications. Selecting the recommended notification can cause the computing device to display additional information, launch an application, or some other action associated with the recommended content.
As discussed, different approaches can be implemented in various environments in accordance with the described embodiments. For example,
The illustrative environment includes at least one application server 708 and a data store 710 (data store 710 can include, e.g., user data 318, server content 320, log 322, as well as other data.) It should be understood that there can be several application servers, layers or other elements, processes or components, which may be chained or otherwise configured, which can interact to perform tasks such as obtaining data from an appropriate data store. It should be further understood that functions of Web server 706 and application server 708 (similar to server(s) 310 of
The data store 710 can include several separate data tables, databases or other data storage mechanisms and media for storing data relating to a particular aspect. For example, the data store illustrated includes mechanisms for storing content (e.g., production data) 712 and user information 716 (e.g., similar to user data 318 of
Each server typically will include an operating system that provides executable program instructions for the general administration and operation of that server and typically will include computer-readable medium storing instructions that, when executed by a processor of the server, allow the server to perform its intended functions. Suitable implementations for the operating system and general functionality of the servers are known or commercially available and are readily implemented by persons having ordinary skill in the art, particularly in light of the disclosure herein.
The environment in one embodiment is a distributed computing environment utilizing several computer systems and components that are interconnected via communication links, using one or more computer networks or direct connections. The environment can be similar to the environment described with respect to reference 300 of
The various embodiments can be further implemented in a wide variety of operating environments, which in some cases can include one or more user computers or computing devices which can be used to operate any of a number of applications. User or client devices can include any of a number of general purpose personal computers, such as desktop or laptop computers running a standard operating system, as well as cellular, wireless and handheld devices running mobile software and capable of supporting a number of networking and messaging protocols. Such a system can also include a number of workstations running any of a variety of commercially-available operating systems and other known applications for purposes such as development and database management. These devices can also include other electronic devices, such as dummy terminals, thin-clients, gaming systems and other devices capable of communicating via a network.
Most embodiments utilize at least one network that would be familiar to those skilled in the art for supporting communications using any of a variety of commercially-available protocols, such as TCP/IP, FTP, UPnP, NFS, and CIFS. The network can be, for example, a local area network, a wide-area network, a virtual private network, the Internet, an intranet, an extranet, a public switched telephone network, an infrared network, a wireless network and any combination thereof.
In embodiments utilizing a Web server, the Web server can run any of a variety of server or mid-tier applications, including HTTP servers, FTP servers, CGI servers, data servers, Java servers and business application servers. The server(s) may also be capable of executing programs or scripts in response requests from user devices, such as by executing one or more Web applications that may be implemented as one or more scripts or programs written in any programming language, such as Java, C, C# or C++ or any scripting language, such as Perl, Python or TCL, as well as combinations thereof. The server(s) may also include database servers, including without limitation those commercially available from Oracle, Microsoft, Sybase and IBM.
The environment can include a variety of data stores and other memory and storage media as discussed above. These can reside in a variety of locations, such as on a storage medium local to (and/or resident in) one or more of the computers or remote from any or all of the computers across the network. In a particular set of embodiments, the information may reside in a storage-area network (SAN) familiar to those skilled in the art. Similarly, any necessary files for performing the functions attributed to the computers, servers or other network devices may be stored locally and/or remotely, as appropriate. Where a system includes computerized devices, each such device can include hardware elements that may be electrically coupled via a bus, the elements including, for example, at least one central processing unit (CPU), at least one input device (e.g., a mouse, keyboard, controller, touch-sensitive display element or keypad) and at least one output device (e.g., a display device, printer or speaker). Such a system may also include one or more storage devices, such as disk drives, optical storage devices and solid-state storage devices such as random access memory (RAM) or read-only memory (ROM), as well as removable media devices, memory cards, flash cards, etc.
Such devices can also include a computer-readable storage media reader, a communications device (e.g., a modem, a network card (wireless or wired), an infrared communication device) and working memory as described above. The computer-readable storage media reader can be connected with, or configured to receive, a computer-readable storage medium representing remote, local, fixed and/or removable storage devices as well as storage media for temporarily and/or more permanently containing, storing, transmitting and retrieving computer-readable information. The system and various devices also typically will include a number of software applications, modules, services or other elements located within at least one working memory device, including an operating system and application programs such as a client application or Web browser. It should be appreciated that alternate embodiments may have numerous variations from that described above. For example, customized hardware might also be used and/or particular elements might be implemented in hardware, software (including portable software, such as applets) or both. Further, connection to other computing devices such as network input/output devices may be employed.
Storage media and other non-transitory computer readable media for containing code, or portions of code, can include any appropriate media known or used in the art, such as but not limited to volatile and non-volatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data, including RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disk (DVD) or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices or any other medium which can be used to store the desired information and which can be accessed by a system device. Based on the disclosure and teachings provided herein, a person of ordinary skill in the art will appreciate other ways and/or methods to implement the various embodiments.
The specification and drawings are, accordingly, to be regarded in an illustrative rather than a restrictive sense. It will, however, be evident that various modifications and changes may be made thereunto without departing from the broader spirit and scope of the invention as set forth in the claims.
Number | Date | Country | |
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62313614 | Mar 2016 | US |