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公开(公告)号：US20190132382A1
公开(公告)日：2019-05-02
申请号：US16231931
申请日：2018-12-24
摘要： One or more techniques and/or systems are provided for populating an information interface based upon social media data. For example, users may post, share, and/or discuss various information through social media sources. Accordingly, social media data may be obtained from such social media sources. The social media data may be grouped into sets of social media data based upon temporal information. Within the sets of social media data, social media entries may be clustered into topic clusters (e.g., a royal wedding topic cluster, a plane crash topic cluster, etc.). Event summaries may be generated for respective topic clusters. The event summaries may be used to populate timeslots of an information interface, such as a calendar or timeline, to create annotated timeslots. In this way, the information interface may provide users with an interactive view of events over a time period, such as a year-in-review, based upon social media data.
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公开(公告)号：US10171562B2
公开(公告)日：2019-01-01
申请号：US15082789
申请日：2016-03-28
摘要： One or more techniques and/or systems are provided for populating an information interface based upon social media data. For example, users may post, share, and/or discuss various information through social media sources. Accordingly, social media data may be obtained from such social media sources. The social media data may be grouped into sets of social media data based upon temporal information. Within the sets of social media data, social media entries may be clustered into topic clusters (e.g., a royal wedding topic cluster, a plane crash topic cluster, etc.). Event summaries may be generated for respective topic clusters. The event summaries may be used to populate timeslots of an information interface, such as a calendar or timeline, to create annotated timeslots. In this way, the information interface may provide users with an interactive view of events over a time period, such as a year-in-review, based upon social media data.
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公开(公告)号：US10127115B2
公开(公告)日：2018-11-13
申请号：US15074560
申请日：2016-03-18
摘要： Non-limiting examples of the present disclosure describe utilization of a social graph, created from evaluation of extracted social media data, to generate temporal snapshots related to social media data. The temporal snapshots enable users to explore different levels of interest related to social media data. In one example, a social media identifier is identified. A social graph may be accessed to evaluate the social media identifier. An exemplary social graph includes clustered relationships developed based on analysis of social media data extracted from at least one social networking service. The social graph may be used to generate a temporal snapshot for the social media identifier. The temporal snapshot may be transmitted to an entry point for output of the temporal snapshot. Other examples are also described including navigation between content of temporal snapshots based on selection of linked data, among other examples.
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公开(公告)号：US20160203225A1
公开(公告)日：2016-07-14
申请号：US14594154
申请日：2015-01-11
IPC分类号： G06F17/30
CPC分类号： G06F17/30867 , G06F17/30699 , G06F17/30705 , G06Q50/01
摘要： Systems and methods for extracting and organizing quantitative content with a corresponding topic in regard to a particular, desired event, from a body of user posts is presented. More particularly, nearly ubiquitously a body of user posts includes a substantial amount of highly relevant and interesting information goes largely unprocessed and widely inaccessible. According to the disclosed subject matter, a body/corpus of user posts is filtered according to a desired event such that those user posts relating to a desired event is identified. Additionally, the user posts are also filtered according to whether or not the user posts include a quantitative value. An analysis of the filtered user posts is conducted to extract, for qualifying user posts, a quantitative tuple comprising a quantitative value and a corresponding topic.
摘要翻译： 提出了从用户职位的身体提取和组织关于特定的期望事件的相应主题的定量内容的系统和方法。 更具体地说，几乎无处不在地一大堆用户帖子包括大量高度相关且有趣的信息在很大程度上未被处理并且广泛地不可访问。 根据所公开的主题，根据期望的事件对用户帖子的正文/语料库进行过滤，以便识别与期望事件有关的那些用户帖子。 此外，还根据用户帖子是否包含定量值来过滤用户帖子。 对已过滤的用户帖子进行分析，以提取用于定位用户帖子的定量元组，其包括定量值和相应的主题。
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公开(公告)号：US11074293B2
公开(公告)日：2021-07-27
申请号：US14258308
申请日：2014-04-22
发明人： Sushma Bannur , Omar Alonso
摘要： Systems and methods are presented for generating a transition graph from check-in data for determining probabilistic transitions of a user from an origin (location) to a destination. Check-in data for a plurality of users is obtained. The check-in data is organized and analyzed to determine a set of transition tuples for each of the plurality of users. These transition tuples are aggregated and used to generate a transition graph comprising a plurality of nodes and edges. Each node corresponds to a location and each edge indicates a transition from an origin node to a destination node and is associated with a likelihood of a user transitioning from the origin node to the destination node.
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公开(公告)号：US20190287019A1
公开(公告)日：2019-09-19
申请号：US16427263
申请日：2019-05-30
IPC分类号： G06N20/00 , G06F16/78 , G06F16/907 , G06F16/9535
摘要： One or more techniques and/or systems are provided for metadata tag evaluation. For example, a metadata tag, associated with content, may be identified (e.g., a hashtag #ML may be used to tag a social network post). A set of characters, within the content, may be evaluated utilizing a probability matrix and the content to identify an expanded metadata tag (e.g., an expanded hashtag “machine learning”). Descriptive content, such as websites, articles, social network posts, and/or other content associated with the expanded metadata tag, may be retrieved. A description for the metadata tag may be generated based upon the descriptive content (e.g., a definition for machine learning). In this way, the description, related metadata tags, and/or supplemental content may be provided to users having an interest in learning about the metadata tag.
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公开(公告)号：US10972531B2
公开(公告)日：2021-04-06
申请号：US16231931
申请日：2018-12-24
摘要： One or more techniques and/or systems are provided for populating an information interface based upon social media data. For example, users may post, share, and/or discuss various information through social media sources. Accordingly, social media data may be obtained from such social media sources. The social media data may be grouped into sets of social media data based upon temporal information. Within the sets of social media data, social media entries may be clustered into topic clusters (e.g., a royal wedding topic cluster, a plane crash topic cluster, etc.). Event summaries may be generated for respective topic clusters. The event summaries may be used to populate timeslots of an information interface, such as a calendar or timeline, to create annotated timeslots. In this way, the information interface may provide users with an interactive view of events over a time period, such as a year-in-review, based upon social media data.
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公开(公告)号：US10176265B2
公开(公告)日：2019-01-08
申请号：US15077933
申请日：2016-03-23
摘要： Techniques for designing an awareness engine that organizes and serves popularly discussed and viral online content in response to user search queries. In an aspect, quality online content is identified by analyzing posts by users of a social network over specific time periods. For each item of quality online content identified, a virality score is calculated, and a social signature is constructed. The social signature can be constructed from the content itself, as well as from posts referencing the content. Based on this processing, relevant quality online content having the highest virality scores may be retrieved and served in response to user queries. Further techniques are provided for designing a user interface for the awareness engine.
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公开(公告)号：US20170277790A1
公开(公告)日：2017-09-28
申请号：US15077933
申请日：2016-03-23
CPC分类号： G06F17/30867 , G06F17/3053 , G06F17/30554 , G06F17/30864 , H04L67/02 , H04L67/22 , H04L67/306
摘要： Techniques for designing an awareness engine that organizes and serves popularly discussed and viral online content in response to user search queries. In an aspect, quality online content is identified by analyzing posts by users of a social network over specific time periods. For each item of quality online content identified, a virality score is calculated, and a social signature is constructed. The social signature can be constructed from the content itself, as well as from posts referencing the content. Based on this processing, relevant quality online content having the highest virality scores may be retrieved and served in response to user queries. Further techniques are provided for designing a user interface for the awareness engine.
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公开(公告)号：US20170249388A1
公开(公告)日：2017-08-31
申请号：US15054370
申请日：2016-02-26
IPC分类号： G06F17/30
CPC分类号： G06F16/9535 , G06F16/24578 , G06F16/958 , G06Q10/06 , G06Q10/06398 , G06Q50/01
摘要： Aspects of the technology described herein detect experts in social networks. Experts may be identified within social networks using social network data. A collection of topics may be compiled based on search engine behavioral data. A combination of the social network data and search engine behavioral data is utilized to score each topic within potential topics for a user. When a topic score is over a predetermined threshold, a user may be classified as an expert for that topic. Expert search interfaces may be generated for use in browsing or searching for experts within a topic.
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