公开(公告)号：US20190188605A1

公开(公告)日：2019-06-20

申请号：US15849115

申请日：2017-12-20

Applicant: AT&T Intellectual Property I, L.P.

Inventor： Eric Zavesky ,  David Crawford Gibbon ,  Lee Begeja ,  Paul Triantafyllou ,  Behzad Shahraray

IPC: G06N99/00

CPC classification number: G06N20/00

Abstract: Concepts and technologies disclosed herein are directed to machine learning model understanding as-a-service. According to one aspect of the concepts and technologies disclosed herein, a model understanding as-a-service system can receive, from a user system, a service request that includes a machine learning model created for a user associated with the user system. The model understanding as-a-service system can conduct an analysis of the machine learning model in accordance with the service request. The model understanding as-a-service system can compile, for the user, results of the analysis of the machine learning model in accordance with the service request. The model understanding as-a-service system can create a service response that includes the results of the analysis. The model understanding as-a-service system can provide the service response to the user system.

公开(公告)号：US10298987B2

公开(公告)日：2019-05-21

申请号：US14273747

申请日：2014-05-09

Applicant: AT&T Intellectual Property I, L.P.

Inventor： Amy Ruth Reibman ,  Zhu Liu ,  Lee Begeja ,  Bernard S. Renger ,  David Crawford Gibbon ,  Behzad Shahraray ,  Raghuraman Gopalan ,  Eric Zavesky

IPC: H04N21/2343 ,  H04N21/2662 ,  H04N21/258 ,  H04N21/233 ,  H04N21/2668 ,  H04L29/08 ,  H04L29/06 ,  H04W28/24

Abstract: A method includes receiving, at a server computing device, a request to stream media content to a user device. The request is associated with data identifying a personal quality profile. The method includes retrieving, via the server computing device, the personal quality profile associated with the data. The personal quality profile indicates media quality preferences. The method includes determining, via a processor of the server computing device, a version of the media content to send to the user device based on the media quality preferences of the personal quality profile and based on a delivery bit rate. The method also includes sending the version from the server computing device to the user device in response to the request.

公开(公告)号：US20190075029A1

公开(公告)日：2019-03-07

申请号：US16171851

申请日：2018-10-26

Applicant: AT&T Intellectual Property I, L.P.

Inventor： Eric Zavesky ,  Lee Begeja ,  David Crawford Gibbon ,  Raghuraman Gopalan ,  Zhu Liu ,  Yadong Mu ,  Bernard S. Renger ,  Behzad Shahraray

IPC: H04L12/24 ,  H04L12/851 ,  H04L12/26

Abstract: Aspects of the subject disclosure may include, for example, analyzing content flow data in a communication network to obtain flow statistics; the statistics are aggregated to construct a model of the content flow based on the aggregated flow statistics. Operations of network nodes are predicted based on the model; a content delivery path in the communication network is identified. A quality of service is detected for network nodes on the content delivery path. The detected quality of service is compared with a predicted quality of service based on the model; a network anomaly is detected based on the comparing. The content flow on the content delivery path is adjusted responsive to detection of the network anomaly. Other embodiments are disclosed.

公开(公告)号：US20190052704A1

公开(公告)日：2019-02-14

申请号：US16158972

申请日：2018-10-12

Applicant: AT&T Intellectual Property I, L.P.

Inventor： Eric Zavesky ,  Andrea Basso ,  Lee Begeja ,  David C. Gibbon ,  Zhu Liu ,  Bernard S. Renger ,  Behzad Shahraray

IPC: H04L29/08 ,  H04W4/02 ,  G06Q10/00 ,  G06Q30/02 ,  H04W4/38 ,  H04N21/4223 ,  H04L29/06 ,  H04N7/18 ,  H04W4/70

Abstract: A method and apparatus for providing an opportunistic crowd based service platform is disclosed. A mobile sensor device is identified based on a current location and/or other qualities, such as intrinsic properties, previous sensor data, or demographic data of an associated user of the mobile sensor device. Data is collected from the mobile sensor device. The data collected from the mobile sensor device is aggregated with data collected from other sensor devices, and content generated based on the aggregated data is delivered to a user device.

公开(公告)号：US20190037359A1

公开(公告)日：2019-01-31

申请号：US16150831

申请日：2018-10-03

Applicant: AT&T INTELLECTUAL PROPERTY I, L.P.

Inventor： Lee Begeja ,  David Crawford Gibbon ,  Raghuraman Gopalan ,  Zhu Liu ,  Yadong Mu ,  Bernard S. Renger ,  Behzad Shahraray ,  Eric Zavesky

IPC: H04W4/02 ,  H04L29/06

CPC classification number: H04W4/025 ,  H04L65/4076 ,  H04L67/12 ,  H04L67/18 ,  H04L67/2847 ,  H04L67/32

Abstract: A method includes accessing, at a base station of a wireless communications network, information identifying a plurality of user devices in a coverage area of the base station. The method includes determining a forecasted content request for media content at a particular time for delivery to a first user device of the plurality of user devices based on media consumption data for the first user device. The method includes receiving, from a second user device of the plurality of user devices, a request for the media content at a time before the particular time. The method includes sending an instruction to the first user device that directs the first user device store the media content received via a multicast transmission of the media content. The method also includes sending the media content via the multicast transmission to the first user device and to the second user device responsive to the request.

公开(公告)号：US20180367855A1

公开(公告)日：2018-12-20

申请号：US16114624

申请日：2018-08-28

Applicant: AT&T Intellectual Property I, L.P.

Inventor： David Crawford Gibbon ,  Yadong Mu ,  Lee Begeja ,  Bernard S. Renger ,  Raghuraman Gopalan ,  Behzad Shahraray ,  Zhu Liu ,  Eric Zavesky

IPC: H04N21/45 ,  H04N21/214 ,  H04N21/258 ,  H04N21/442 ,  H04N21/482 ,  H04N21/25

CPC classification number: H04N21/4532 ,  H04N21/214 ,  H04N21/252 ,  H04N21/25841 ,  H04N21/44222 ,  H04N21/4524 ,  H04N21/4826

Abstract: Aspects of the subject disclosure may include, for example, a system and method for selecting media content for a group of persons located at a venue. The system and method identify a plurality of viewers in a vicinity of a venue that has one or more display devices from location data and extracts a content viewing preference of each viewer from their profile data. The process includes aggregating the content viewing preference of each of the plurality of viewers to generate an aggregated content profile. Based on the aggregated content profile, a list of content is generated. Next, a first group of viewers approaching a viewing range of a display device are sensed by imaging data. Any conflicts between content viewing preferences of the first group of viewers are detected and resolved based on weighting the viewing preferences of the group. Other embodiments are disclosed.

公开(公告)号：US10140696B2

公开(公告)日：2018-11-27

申请号：US15403999

申请日：2017-01-11

Applicant: AT&T Intellectual Property I, L.P.

Inventor： Eric Zavesky ,  David Crawford Gibbon ,  Lee Begeja ,  Amy Ruth Reibman

IPC: G06K9/56 ,  G06T7/00 ,  G06K9/62 ,  G06K9/46 ,  G06T7/11 ,  G06T7/12 ,  G06T7/194 ,  G06T7/90 ,  G06T7/40

Abstract: A method includes determining, at an image processing device, object quality values for a plurality of objects based on portions of image data corresponding to an image. Each portion corresponds to an object of the plurality of objects represented in the image. The method includes accessing, via the image processing device, object category metrics associated with an object category corresponding to each object of the plurality of objects. The method also includes determining, with the image processing device, image processing for the image based on comparisons of the object quality values for each object to corresponding object category metrics.

公开(公告)号：US20180302695A1

公开(公告)日：2018-10-18

申请号：US16018462

申请日：2018-06-26

Applicant: AT&T Intellectual Property I, L.P.

Inventor： David Crawford Gibbon ,  Lee Begeja ,  Raghuraman Gopalan ,  Zhu Liu ,  Bernard S. Renger ,  Behzad Shahraray ,  Eric Zavesky

IPC: H04N21/8549 ,  H04N21/44 ,  H04N21/266 ,  H04N21/234 ,  H04N21/262

Abstract: Aspects of the subject disclosure may include, for example, facilitating access to a synopsis of a missed portion of a media program, identifying subject matter in a segment of content in the media program that has not been presented, determining a particular time for presenting the summary according to the subject matter in the segment of content, and initiating a presentation of the summary at the particular time. Other embodiments are disclosed.

公开(公告)号：US10079712B2

公开(公告)日：2018-09-18

申请号：US15482052

申请日：2017-04-07

Applicant: AT&T INTELLECTUAL PROPERTY I, L.P.

Inventor： Andrea Basso ,  Lee Begeja ,  David Gibbon ,  Zhu Liu ,  Bernard S. Renger ,  Behzad Shahraray

IPC: H04L12/24 ,  H04L29/08 ,  G06F17/00 ,  G06Q30/02 ,  G06F17/30

CPC classification number: H04L41/02 ,  G06F16/40 ,  G06F16/951 ,  G06Q30/0283 ,  H04L65/60 ,  H04L67/10 ,  H04L67/16 ,  H04L67/18 ,  H04L67/32 ,  H04N21/222 ,  H04N21/234309 ,  H04N21/64784

Abstract: A brokering device that manages multimedia information includes an interface device having access to a network and a multimedia service provider. The interface device enables selection of multimedia information from the network, and provides the selected multimedia information to a plurality of locations without requiring the user to specify a protocol associated with the multimedia information.

公开(公告)号：US20180157895A1

公开(公告)日：2018-06-07

申请号：US15886027

申请日：2018-02-01

Applicant: AT&T Intellectual Property I, L.P.

Inventor： Lee Begeja ,  Zhu Liu ,  Yadong Mu ,  Bernard S. Renger ,  David Crawford Gibbon ,  Behzad Shahraray ,  Raghuraman Gopalan ,  Eric Zavesky

IPC: G06K9/00 ,  H04N7/18 ,  G06T7/20

CPC classification number: G06K9/00221 ,  G06K9/00288 ,  G06K9/00684 ,  G06K9/00711 ,  G06K9/00771 ,  G06K2009/00738 ,  G06T7/20 ,  G06T2207/20081 ,  G06T2207/30201 ,  G11B27/028 ,  G11B27/031 ,  H04N7/181

Abstract: Aspects of the subject disclosure may include, for example, systems and methods aggregating video content and adjusting the aggregate video content according to a training model. The adjusted aggregate video content comprises a first subset of the images and does not comprise a second subset of the images. The first subset of the images is determined by the training model based on a plurality of categories corresponding to a plurality of events. The illustrative embodiments also include presenting the adjusted aggregate video content and receiving identifications for the first subset of the images in the aggregate video content. Further, the illustrative embodiments include adjusting the training model according to the identifications and providing the adjusted training model to a network device. Other embodiments are disclosed.