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    • 4. 发明申请
    • MODIFYING ADVERTISING POLICIES ENFORCED BY AN ONLINE SYSTEM BASED ON LIKELIHOOD OF USER INTERACTION WITH CONTENT ITEMS
    • 基于用户与内容项目互动的在线系统实现的广告政策的修改
    • US20160162953A1
    • 2016-06-09
    • US14562547
    • 2014-12-05
    • Facebook, Inc.
    • Yi Tang
    • G06Q30/02
    • G06Q30/0269G06Q30/0275G06Q30/0277
    • An online system presents advertisements and content items to its users in a feed of content items (e.g., a newsfeed). The online system enforces one or more advertising policies regulating insertion of advertisements into the feed. For example, an advertising policy specifies a minimum distance between advertisements in the feed. Based on a likelihood of the user interacting with an advertisement, the online system may modify one or more of the advertising policies to increase a likelihood of the advertisement being included in the feed. For example, an advertising policy is modified if the user has at least a threshold likelihood of interacting with the advertisement. To modify an advertising policy, the online system may ignore the advertising policy when selecting content for the feed or may modify conditions limiting inclusion of advertisements in the feed specified by the advertising policy.
    • 在线系统在内容项目(例如,新闻馈送)的馈送中向其用户呈现广告和内容项目。 在线系统执行一个或多个广告政策,规定广告插入到供稿中。 例如,广告政策规定Feed中广告之间的最小距离。 基于用户与广告交互的可能性,在线系统可以修改一个或多个广告策略以增加广告被包括在馈送中的可能性。 例如,如果用户至少具有与广告交互的阈值可能性,则修改广告策略。 为了修改广告政策,当选择Feed的内容时,在线系统可以忽略广告政策,或者可以修改限制在由广告策略指定的馈送中包含广告的条件。
    • 5. 发明申请
    • Competitive Bidding Scalers For Online Advertising Auctions
    • 在线广告拍卖竞争性招标定标器
    • US20150161679A1
    • 2015-06-11
    • US14101077
    • 2013-12-09
    • Facebook, Inc.
    • Yi TangQiao Lian
    • G06Q30/02
    • G06Q30/0275
    • Competitive bidding tools, including a competitive bidding scaler tool and a competitive report generator, may be implemented by an advertiser to improve their advertisement's performance in online advertising auctions. The competitive bidding scaler tool increases the bid amount associated with an advertiser's ad request when a competing advertiser submits a rival ad request to the same online advertising auction. The competitive report tool generates a competitive report for an ad request that benchmarks its performance against rival ad requests. The competitive report comprises a summary of wins and losses experienced by the ad request in an online advertising auction as well as an option to implement the competitive bidding scaler tool for the ad request.
    • 竞争性投标工具,包括竞争性投标缩放器工具和竞争性报告生成器,可由广告客户实施,以改善广告在线广告拍卖中的表现。 当竞争广告客户向相同的在线广告拍卖提交竞争对手的广告请求时,竞争性出价缩放器工具会增加与广告客户的广告请求相关联的出价金额。 竞争性报告工具会根据竞争对手的广告请求,对广告请求进行竞争性报告,从而对其性能进行基准测试。 竞争性报告包括在线广告拍卖中的广告请求获胜和损失的摘要,以及为广告请求实施竞争性投标缩放工具的选项。
    • 6. 发明申请
    • Selecting Content for Presentation to Social Networking System Users Based On User Engagement with Content
    • 选择用于基于用户与内容交互的社交网络系统用户演示的内容
    • US20160358229A1
    • 2016-12-08
    • US14731565
    • 2015-06-05
    • Facebook, Inc.
    • Anand Sumatilal BhalgatShuo LiKe PanJustin Paul ParrellaYi Tang
    • G06Q30/02H04L12/58G06Q50/00H04L29/08
    • G06Q30/0275G06Q30/0269G06Q50/01H04L51/32H04W4/21
    • A social networking system presents a content feed including organic content items and sponsored content items to a user. To maintain user interaction with the content feed, the social networking system determines probabilities of the user performing various types of interactions with a sponsored content item and accounts for the determined probabilities when selecting content items for presentation via the content feed. For example, the social networking system generates a value for the sponsored content item based on the determined probabilities and determines a score for the sponsored content item based on the value and a bid amount associated with the sponsored content item. When selecting content for the content feed, the social networking system evaluates the sponsored content item based on its associated score. Prior interactions between the user and previously presented content may be used when determining the score for the sponsored content item.
    • 社交网络系统向用户呈现包括有机内容项目和赞助内容项目的内容提要。 为了维持用户与内容馈送的交互,社交网络系统确定用户执行与赞助的内容项目的各种类型的交互的概率,并且在通过内容提要选择用于呈现的内容项时考虑所确定的概率。 例如,社交网络系统基于所确定的概率生成赞助内容项目的值,并且基于与赞助内容项目相关联的价值和出价金额来确定赞助内容项目的得分。 当为内容馈送选择内容时,社交网络系统基于其相关分数评估赞助的内容项目。 当确定赞助内容项目的分数时,可以使用用户和先前呈现的内容之间的先前交互。
    • 7. 发明申请
    • SELECTING CONTENT ITEMS FOR PRESENTATION TO A SOCIAL NETWORKING SYSTEM USER BASED IN PART ON CONTENT ITEM APPEARANCE
    • 根据内容项目外观选择内容提交给社交网络系统用户
    • US20160189234A1
    • 2016-06-30
    • US14582252
    • 2014-12-24
    • Facebook, Inc.
    • Yi TangJonathan MooserYinan NaJeffrey William PasternackShuo Li
    • G06Q30/02G06Q50/00
    • G06Q30/0269G06Q50/01
    • A social networking system selects content items for presentation to a user. To promote user interaction with selected content items, the social networking system scores content items based at least in part on similarity in appearances of the content items to an appearance of a content item for which the social networking system is compensated for presentation (a “sponsored content item”). For example, a model is applied to features describing appearance of a content item to generate the score for a content item. When selecting content items for presentation, a score associated with a content item may modify the likelihood of the content item being selected. A content item with a score indicating greater than a threshold similarity in appearance to an appearance of a sponsored content item may be penalized when the social networking system selects content for presentation.
    • 社交网络系统选择用于呈现给用户的内容。 为了促进与所选择的内容项目的用户交互,社交网络系统至少部分地对内容项目的外观的相似性与社交网络系统对其进行补偿的内容项目的外观(“赞助” 内容项目“)。 例如,将模型应用于描述内容项目的外观以生成内容项目的分数的特征。 当选择用于呈现的内容项目时,与内容项目相关联的得分可以修改内容项目被选择的可能性。 当社交网络系统选择用于呈现的内容时,具有表示大于对赞助内容项目的外观的阈值相似度的分数的内容项目可能会受到惩罚。
    • 8. 发明申请
    • Competitive Benchmark Reporting For Online Advertising Auctions
    • 在线广告拍卖的竞争性基准报告
    • US20150161680A1
    • 2015-06-11
    • US14101090
    • 2013-12-09
    • Facebook, Inc.
    • Yi TangQiao Lian
    • G06Q30/02G06Q50/00
    • G06Q30/0275G06Q50/01
    • Competitive bidding tools, including a competitive bidding scaler tool and a competitive report generator, may be implemented by an advertiser to improve their advertisement's performance in online advertising auctions. The competitive bidding scaler tool increases the bid amount associated with an advertiser's ad request when a competing advertiser submits a rival ad request to the same online advertising auction. The competitive report tool generates a competitive report for an ad request that benchmarks its performance against rival ad requests. The competitive report comprises a summary of wins and losses experienced by the ad request in an online advertising auction as well as an option to implement the competitive bidding scaler tool for the ad request.
    • 竞争性投标工具,包括竞争性投标缩放器工具和竞争性报告生成器,可由广告客户实施,以改善广告在线广告拍卖中的表现。 当竞争广告客户向相同的在线广告拍卖提交竞争对手的广告请求时,竞争性出价缩放器工具会增加与广告客户的广告请求相关联的出价金额。 竞争性报告工具会根据竞争对手的广告请求,对广告请求进行竞争性报告,从而对其性能进行基准测试。 竞争性报告包括在线广告拍卖中的广告请求获胜和损失的摘要,以及为广告请求实施竞争性投标缩放工具的选项。