Determination of high risk images using peer-based review and machine learning

    公开(公告)号:US10896496B2

    公开(公告)日:2021-01-19

    申请号:US16052157

    申请日:2018-08-01

    Abstract: Methods, systems, and computer readable media are provided for identifying photos such as selfies in which the individuals in the photo are in imminent danger. One or more profiles are generated, each profile associated with a corresponding first user of a networked system and pertaining to problematic conditions for image capture. An image of a second user is captured via an image capture device. The captured image of the second user is uploaded to the networked system. The captured image of the second user is compared to the generated one or more profiles to determine a score value for the captured image of the second user. A score value may be generated based upon a combination of scores from one or more of geolocation information, metadata analysis, and image processing and machine learning. The upload of the captured image of the second user is rejected in response to the score value satisfying a threshold indicating a presence of problematic conditions during capturing of the image of the second user.

    Collaborative learned scoping to extend data reach for a search request

    公开(公告)号:US10891336B2

    公开(公告)日:2021-01-12

    申请号:US16218942

    申请日:2018-12-13

    Abstract: Provided are techniques for collaborative learned scoping to extend data reach for a search request. From monitoring prior collaboration data of entities discussing topics, the topics, access response times to data sources with content objects for the topics, and topic response content of the content objects are derived. A data reach model is built using the topics, the access response times, the topic response content, and data sources of the topics. For a topic of the topics, the data reach model is used to determine a new data source to be added and a duration of adding the new data source based on real time entity activity. The new data source is added to a data reach of the current group of entities. In response to receiving a search request, the search request is issued against the data sources and the new data source, and results are returned.

    Data convergence
    13.
    发明授权

    公开(公告)号:US10885065B2

    公开(公告)日:2021-01-05

    申请号:US15725623

    申请日:2017-10-05

    Abstract: Embodiment for identifying data convergence are presented. First and second sets of data each comprising heterogeneous data are each processed in accordance with a data clustering algorithm so as to obtain a plurality of primary and secondary data clusters, respectively, where each data cluster comprising homogeneous data. The primary and secondary data clusters are analyzed with respect to time to identify convergence of data of the first and second sets of data to first and second topics, respectively. The first and second topics are compared to determine a pattern of data convergence for the first and second data sets.

    Proactively predicting failure in data collection devices and failing over to alternate data collection devices

    公开(公告)号:US10884885B2

    公开(公告)日:2021-01-05

    申请号:US15825640

    申请日:2017-11-29

    Abstract: A computer-implemented method includes: detecting, by a computing device, a failure event for a primary data collection device that is currently collecting and providing data; discontinuing, by the computing device, use of the primary data collection device based on the detecting the failure event; selecting, by the computing device, an alternate data collection device based on the discontinuing the use of the primary data collection device; receiving, by the computing device, data collected by the alternate data collection device; receiving, by the computing device, failure related data associated with the primary data collection device after discontinuing use of the primary data collection device; and updating, by the computing device, a hazard function based on the failure related data, wherein the hazard function is used to detect future failures of a same type of primary data collection device.

    Managing electronic communications using a communication model

    公开(公告)号:US10833953B2

    公开(公告)日:2020-11-10

    申请号:US16188446

    申请日:2018-11-13

    Abstract: A computer system manages electronic communications. Topics of prior electronic communications and inter-arrival times of the prior electronic communications associated with the topics are modeled. A communication model is generated to identify electronic communications with content targeted for remediation, wherein the communication model is generated based on the modeled topics and the measured inter-arrival time of the prior electronic communications. Electronic communications for a communication session are applied to the communication model to determine one or more electronic communications for remediation. One or more remedial actions are performed on the determined one or more electronic communications to control content of the communication session. Embodiments of the present invention further include a method and program product for managing electronic communications in substantially the same manner described above.

    Prioritizing log tags and alerts
    17.
    发明授权

    公开(公告)号:US10831711B2

    公开(公告)日:2020-11-10

    申请号:US15715608

    申请日:2017-09-26

    Abstract: A computer-implemented method includes associating a tag with a message in a log, where the message describes a logged event. A life parameter associated with the tag is calculated, using a computer processor, where the life parameter indicates a dynamic time period during which the tag remains in a state that is active. Alerting of the tag occurs by way of a first alert manner while the state of the tag is active. It is detected that the dynamic time period indicated by the life parameter has ended. The state of the tag is changed from active to dormant, where changing the state includes ceasing the alerting of the tag by way of the first alert manner.

    Socially enabled consensus blockchain summarization

    公开(公告)号:US10785045B2

    公开(公告)日:2020-09-22

    申请号:US15861277

    申请日:2018-01-03

    Abstract: A method includes establishing parameters and objectives for a digital communication session (DCS) regarding a topic, where computing devices are targeted to participate in the DCS. The method further includes determining whether a blockchain exists for the topic and, if so, affiliating the DCS with the blockchain. The method further includes obtaining data pertaining to the DCS from one or more of the computing devices. The method further includes generating a summarization of the DCS based on the data and in accordance with the parameters and objectives. The method further includes sending a request to at least some of the computing devices to validate the summarization. When a desired number of the at least some of the computing devices have validated the summarization, a data block regarding the DCS and the summarization is generated and the blockchain is updated to include the data block.

    Travel routes based on communication channel availability

    公开(公告)号:US10712164B2

    公开(公告)日:2020-07-14

    申请号:US14497035

    申请日:2014-09-25

    Abstract: Arrangements relate to determining a travel route. An origin and a destination of intended travel can be received. A plurality of first inputs can be received. Each first input can relate to the availability of a respective communication channel between the origin and the destination. Each first input can create at least one data item representing the availability of the respective communication channel. One or more suggested travel routes between the origin and the destination can be determined based on one or more of the received plurality of first inputs. At least a subset of the determined one or more suggested travel routes can be presented to a user.

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