Patent Grant
10311463
This invention relates generally to the monitoring of individuals performing one or more predetermined activities, and more particularly to automated monitoring of one or more individuals performing one or more actions related to one or more items. The results of such monitoring may be employed to update status in a social networking context, such as updating social network status in accordance with the one or more actions, to update a status in a live social or other situation, or to otherwise broadcast the results of the monitoring. Incentives may also be provided in accordance with the updating social network or live social status in accordance with the one or more actions. Indications of correct performance of the one or more predetermined activities may be provided on a device used for monitoring in order to provide near immediate feedback to the individual.
Advertising of products has generally been a passive endeavor. The manufacturer or salesperson advertises goods for sale, and the consumer purchases. More recently, viral marketing has allowed for the distribution of advertising material to a vast network of individuals. In the case of social networking sites, peers of a particular user may be targeted as being associated with a particular user. However, in any of these scenarios, the participant and peers are still uninvolved viewers of advertising content.
Therefore, it would be desirable to provide a method and apparatus that overcome the drawbacks of the prior art and provides more active participation of users in advertising.
In accordance with the invention, direct observation of activity of a subject, such as the watching of a consumer consuming, placing, holding, wearing, eating or otherwise interacting with a consumable item, such as a candy or the like, may be provided. Such direct observation may be provided through activity recognition or other machine and computer vision techniques. Upon such visual confirmation of consuming a candy or the like, a visual indication at a point of monitoring or elsewhere, such as by a broadcast to a social media platform, or other action indicating that the subject has performed the action, may be provided. Other actions may include drinking, eating wearing, playing, purchasing or the like. Visual confirmation is preferably provided to an individual on a display of a device, such as a smart phone, or any other device including a display and a camera, being used to monitor such activity, but may also be provided as an automatic or other update to a profile on a social networking site, email or direct text messages to one or more indicated individuals, announcement in a particular location, such as through the user of a publicly-viewable display or electronic billboard or the like. Such visual confirmation may also comprise a display of material on the display about the face of the individual, and in the case of consuming a candy, may comprise one or more advertising or other indications of relation of the displayed material to the consumed candy, and may further include animations, images, text, signs, augmented reality material or the like. Thus, the name of the candy, audio information and other advertising or identifying material may be provided. Such broadcasting may further include broadcasting a video recording of the subject performing the confirmed action along with one or more of the included visual confirmation information (and may be provided in a rotoscope, summary, or other lower resolution display format), and may further comprise posting such video to a social networking site. Upon confirmation of such activity, such visual indication on the local monitoring device, broadcast, or such posting, may offer some benefit or other incentive or reward may be provided to the subject. Such benefits may include points, monetary rewards, product rewards or the like.
In accordance with one or more particular embodiments of the present invention, a participant may employ an activity recognition algorithm, object recognition algorithm or the like, employing machine vision on a mobile communication device for determining the performance of one or more predetermined actions, such as eating a candy or the like employing object recognition using the recorded video information. Upon recognition of performance of such an action, a display of material on the display of the mobile communication device may be provided related to the candy eaten, providing additional advertising, incentive or other related material. Additionally, one or more social media network statuses may be updated, and a video file including a sequence of images showing performance of the action may be provided, along with any provided display of visual material, which may be the same or different from what was provided to the individual on the mobile communication device. Upon update of the social media network status, one or more incentives related to the action may be provided to the individual or to social media relations of the individual.
In accordance with one or more additional embodiments of the present invention, a participant may employ an activity recognition algorithm employing computer vision for determining the performance of one or more predetermined actions. Upon recognition of performance of such an action, such as eating a candy, holding a candy, holding the packaging of a candy, or any other product or the like, and preferably identifying the brand of the candy or other product, one or more indicia of completion of performance may be provided, and a broadcast of a video clip of the action being performed including the indicia of completion, superimposed, or otherwise included with the display may be shown in any desired location. The location may comprise a display in a public location, over television or the like broadcast to multiple sites, though contact with one or more predetermined individuals, or on an individual mobile device or the like, including a mobile or other device being employed for performing steps to determine the performance of the one or more predetermined actions. The broadcast may comprise one or more information displays, such as through the use of animations representative of one or more users or actions, and may further include information about the consumable item, or action taken in relation thereto. Further information may be provided, including statistics related to consumption of the consumable for the particular individual, or across groups of individuals. Furthermore, users may selectively opt in to allow for various facial recognition techniques to be used, thus allowing one or more images to be captured of the individual user, of a group of individuals in which the individual user is the primary actor, or in which the individual is one of a group of participants, thus automatically detecting and logging activity. Upon such broadcast, one or more incentives related to the action may be provided to the participant, such as or more promotional items related to the performed action.
In a more particular embodiment of the invention, the participant may be encouraged to consume an item in view of a web camera on their mobile device, or other appropriate computing device including a display and a camera, such as a more permanent installation at a particular location, such as at a bar, restaurant or other public location. The device may employ an activity recognition algorithm employing computer vision for determining that the participant has consumed the item. Identification of the item may be employed for an initial opt-in to the system. Scanning of a barcode or other unique identifier may further be employed Furthermore, facial recognition techniques or the like may be employed to identify a particular person Upon recognition of the consuming of the item, one or more social media network statuses may be updated, and a video file including a sequence of images depicting consumption of the item along with the one or more details of the feedback provided to the user may be provided. One or more trends of consumption may be tracked, as in the number of times a particular item has been consumed. Upon update of the social media network status, one or more incentives related to the consuming of the item may be provided to the participant.
In U.S. patent application Ser. No. 12/620,686 filed Nov. 18, 2009 titled Method and Apparatus for Verification of Medication Administration Adherence; Ser. No. 12/646,383 filed Dec. 23, 2009 titled Method and Apparatus for Verification of Clinical Trial Adherence; Ser. No. 12/646,603 filed Dec. 23, 2009 titled Method and Apparatus for Management of Clinical Trials; and Ser. No. 12/728,721 filed Mar. 22, 2010 titled Apparatus and Method for Collection of Protocol Adherence Data, the entire contents of each of these applications being incorporated herein by reference, a system and method have been proposed that allow for complete control and verification of adherence to a prescribed medication protocol or machine or apparatus use in a clinical trial or other setting, whether in a health care provider's care, or when self administered in a homecare situation by a patient. In U.S. patent application Ser. No. 13/216,099, filed Aug. 23, 2011 to Hanina, the entire contents thereof being incorporated herein, an inventor of the present invention presents a method and apparatus for social network updates by activity recognition. The present invention builds on the descriptions in this application, providing a further response to the eating of a candy, that of presentation of direct advertising or other related material with an image of the user on a display of a device being used to determine whether the user has eaten the candy, or on other platforms as described. The present invention suggests extension of this activity recognition sequence to various social and other settings, providing a system for providing immediate, relevant, and possibly fun feedback to an individual performing the activity sequence, such as eating a candy, and for also publicizing recognition of the activity sequence along with any material comprising the immediate, relevant and possibly fun feedback, and for possibly providing one or more incentives to the participant upon confirmation of performance of such activity.
Still other objects and advantages of the invention will in part be obvious and will in part be apparent from the specification and drawings.
The invention accordingly comprises the several steps and the relation of one or more of such steps with respect to each of the others, and the apparatus embodying features of construction, combinations of elements and arrangement of parts that are adapted to affect such steps, all as exemplified in the following detailed disclosure, and the scope of the invention will be indicated in the claims.
For a more complete understanding of the invention, reference is made to the following description and accompanying drawings, in which:
The invention will now be described making reference to the following drawings in which like reference numbers denote like structure or steps.
Referring first to
This or any other embodiment of the invention may also be applied to multi-player situations, where the performance of the predetermined action by two or more participants may also be determined, thus allowing for the group application of the action, thus increasing the social aspect of the process, possibly allowing for additional group gaming scenarios. Social network broadcasting of such group activities have the potential of reaching substantially more individuals, especially if facial or other recognition or tagging techniques are employed in order to identify the two or more participants.
It is further contemplated in accordance with one or more embodiments of the present invention that one or more of the object recognition techniques may be employed to differentiate between different items, such as different candies, or even different colors or shapes of a single candy type or brand. Different participant feedback may be provided upon recognition of each candy type, color or shape. Furthermore, prompting may be provided in order to encourage a participant to find and consume a particular type, color, shape, etc. of candy. Such gaming may also be included in a type of scavenger hunt, encouraging participants to seek out and find particular types, shapes, colors of candy. Indeed, a candy manufacturer may be encouraged to produce candy packages with limited edition colors and shapes, and then providing additional incentive for participants to seek and find these limited edition colored candy for consumption in accordance with the system. This has the potential to produce a “Willy Wonka” effect of participants purchasing product in order to find a valuable limited edition version. This feature may be combined (or separately) with a time based reward system. Thus, one or more participants may receive a notice to consume a particular item within a predetermined period of time, preferably a short period of time, to win a prize, or perhaps be entered into a lottery for a grand prize.
Referring next to
In particular, many factors may come into play regarding the confidence with which a determination of consumable item consumption may be made. Thus, the detection of certain actions or circumstances of administration by the inventive system may be considered in determining a confidence of consumption. Various of these factors may be tracked, and comprise a time sequence of behavioral markers by the user that may be used in aiding determination of consumption of the consumable item. Furthermore, machine learning of trends may be provided to understanding one or more variables that may aid in proper determination of consumption, thus allowing for encouraging of such consumption. Various decision fusion learning systems may be employed in order to aid in making determinations regarding the various characteristics that may be reviewed and used to make such consumption determination decisions.
Additionally, in order to further aid in consumption determination, audio information may further be employed. Thus, in addition to visual information being used to determine action, signature sounds corresponding to one or more particular actions may be employed to either determine action, or aid in improving a confidence that an action was taken that was observed visually. Audio signatures may be employed to determine opening of a wrapper, ripping of a paper cover, or any other desired trackable action that includes a distinctive audio counterpart. Further, depending on environmental factors, sounds such as a swallowing sound, breathing, talking or other audible information may be used to supplement a determination originally made based upon visual confirmation.
After such recognition, at step 215, feedback is provided to the user eating the candy, preferably on the device used to determine whether the user has eaten the candy. Thus, a display may be provided on the device to allow the user to see their face during use (while a camera is used to determine their actions). Such feedback may be provided on that same display.
After providing such feedback, at step 220, confirmation of eating the candy by the participant is broadcast to one or more social networking sites, and including at least part of the feedback provided to the user. In accordance with an embodiment of the invention, this broadcasting may include uploading a video clip of the participant eating the candy, along with the displayed feedback at step 225. Such video may comprise actual images of the participant, animation or rotoscoping based thereupon, or otherwise serving images or audio associated with the participant. Additionally, a notification may be provided to one or more friends of the participant on the social networking site that such eating of the candy has taken place at step 230. Finally, at step 235 an incentive may be provided to the participant based upon confirmation of the broadcast. Additional incentives may be provided upon various friends responding to the notification of the broadcast, viewing of the video by a friend, or the like. Such incentives may also be provided to those friends. These friends may also be requested or offered to use the system via an invitation to download a particular app, or link to a website. Facial recognition techniques known to those of ordinary skill in the art may be used to determine an identity of individuals eating the candy, while time stamping, etc. may be employed with additional timing and channel information to confirm watching of a particular program. GPS information may further be employed to confirm a location of consuming of the particular item, and cumulative information may be employed to generate a “consumption map”, thus allowing for a visual presentation of consumption.
Referring next to
Next, at step 320, confirmation of eating the candy by the participant, and also the displayed feedback, is broadcast to the immediate location about the participant. Such immediate location may be at a home, public location, restaurant bar, or other place where people congregate. Such broadcasting is preferably employs presentation of a video of the participant consuming the consumable item at step 325 coupled with the feedback provided to the participant, and may be accompanied by audio, messaging, or the like to further advertise the broadcast. If video is not available, these other methods of broadcasting may be employed alone. Finally, at step 330, an incentive is provided based upon the broadcast. The incentive may be directed to the participant or others in the location of the broadcast.
In accordance with one or more embodiments of the present invention, and as set forth in each of the above scenarios, the direct observation of the eating of a candy or the like includes an automated visual confirmation that a consumer has eaten the candy or the like. This eating of the candy may be performed in return for some benefit. Further, evidence of this candy eating may be broadcast to others via a number of methods, such as through a live video at a particular location, broadcasting via a social networking site, or the like. Incentives and rewards may be provided to the participant, or others viewing the participant. On each of these scenarios, behavior shaping (i.e. influencing the behavior) of the user and other friends or viewers of the participant is accomplished. First, the peer network of the participant is made aware of the actions of the participant on a one-to-many basis. Second, a monetary or other desirable incentive may be provided to the participant or others related to the product, such as a coupon, discount on a next purchase, free products, or even an incentive via the social network for the user, or perhaps one or more friends of the user. Finally, a gaming aspect of the situation is presented in which the steps of eating (or properly placing in the mouth or on the tongue) the candy, number of times of eating a candy, etc. may be integrated into a game or the like, accumulating points or other desirable scoring markers, thus providing an incentive to consume additional consumable items, and to provide positive reinforcement for performing various actions. Such actions thus shape behavior in a manner likely to increase consumption of the candy. As noted above, multi player and interactive consumption maps may also be included.
In each of the above-described scenarios, it is contemplated that consumption of a consumable, such as eating of a candy or the like, is determined. In accordance with an embodiment of the invention, the task of determining consumption may be broken down to a small number of easy to determine tasks. The sum sequential performance of these tasks may then be determined to be evidence of completion of the task. For a consumable such as a, candy or other edible object, these sub-steps may comprise confirming the candy in the mouth of the user, confirming closing of the mouth, and then confirming an empty mouth. Of course, any other sequence may be employed. As is noted above, one important step may be the identification of a product, such as a candy, to be consumed by the user. Such identification may take place using any known identification system, but may also employ an inventive system for making a determination of the object in accordance with a web camera on a mobile device of a user, a camera covering a large area of a public or private space, or other desired location. A group of individuals may be asked to show the item to the camera system, or otherwise perform a group consumption activity employing the item. Thus, the system is able to be provided with an object to be matched, and then search through a particular location to find and identify such an object. Once discovered, when one or more images or video of the consumption of the candy, the object may be highlighted or otherwise given prominence in the display so that one or more users viewing the display will be made immediately aware of the product in question. Thus a candy of a desired type may be highlighted or otherwise emphasized in a display, or a logo or other identifying feature of the candy may be highlighted or magnified to give prominence during a broadcast. Furthermore, one or more overlaid statements or advertising images may be employed to further highlight the item of logo, or to otherwise provide additional exposure and advertising to be viewed or heard in accordance with such a broadcast, and may be provided in accordance with feedback to the user, or otherwise
Referring next to
In accordance with an alternative embodiment of the present invention, a dashboard may be provided to a program manager to review one or more accounts for one or more participants, thus determining a number of times the user has eaten the candy, and may allow for determinations of whether various marketing or other incentives increase such consumption. Additionally, it may be possible to determine whether the action of consumption by an individual influences consumption by other individuals in the user's social network, immediate physical location, or anyone otherwise knowledgeable of such consumption in accordance with any of the methods described above. Thus, “peer tracking” may be employed in order to test the viral expansion of a particular campaign, or the like. By seeing who clicks through a particular broadcast, movement of the campaign through one or more peer networks may be determined. Various additional diagnostics may be provided as appropriate, and including one or more features allowing for adjustment of various marketing or incentive programs in accordance with one or more reported statistics, and may allow for the review of changes in behavior for one or more users based upon changes in incentive. Changes in such incentives may be based upon any desirable statistic, and may be applied to one, many or classes of individuals based upon demographic, location, or other classification metrics. Thus, for example, various aged individuals in certain locations may be provided with an incentive, while others in different locations may receive another. Further heavy consumers may receive further incentive, or the like. In addition to reviewing such changes in user behavior, monitoring may be provided to determine whether recurring consumption is taking place in a position in which it should not. For example, such a system may determine that a particular individual has consumed more than a predetermined number of drinks, thus notifying to stop such activity, or provide other information to the user that may be appropriate given the determined action. Further such a system may also initiate further actions automatically, such as requesting a taxi, thus allowing for encouragement of safe driving. Various other actions may be preprogrammed by the participant form one or more situations, such as calling or otherwise alerting a friend or family member or the like.
It is therefore anticipated that upon incenting participants to consume consumable items in such a manner, and when displaying additional encouragement or advertising information, peers in their network will know about this consumption, and will similarly be incented to also consume the consumable in a similar manner. Cross-selling of related consumables or other products may also be provided. As noted above, the ability to broadcast such consumption via one or more well known social networking sites has the potential to allow for a limitless number of peers to be reached, each becoming a participant and reaching out to their network as well. It is this network effect that is anticipated to greatly increase consumption of such a consumable product.
It will thus be seen that the objects set forth above, among those made apparent from the preceding description, are efficiently attained and, because certain changes may be made in carrying out the above method and in the construction(s) set forth without departing from the spirit and scope of the invention, it is intended that all matter contained in the above description and shown in the accompanying drawings shall be interpreted as illustrative and not in a limiting sense.
It is also to be understood that this description is intended to cover all of the generic and specific features of the invention herein described and all statements of the scope of the invention which, as a matter of language, might be said to fall there between.
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| Number | Date | Country | |
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| 20150095139 A1 | Apr 2015 | US |
| Number | Date | Country | |
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| Parent | 13369757 | Feb 2012 | US |
| Child | 14571702 | US |
