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    • 2. 发明申请
    • SYSTEM FOR DISPLAY ADVERTISING OPTIMIZATION USING CLICK OR CONVERSION PERFORMANCE
    • 使用点击或转换性能显示广告优化的系统
    • US20100114689A1
    • 2010-05-06
    • US12609427
    • 2009-10-30
    • Oliver KennedyTasos AnastasakosJianchang MaoErik VeeJayavel ShanmugasundaramSergei VassilvitskiiJian YangJohn Tomlin
    • Oliver KennedyTasos AnastasakosJianchang MaoErik VeeJayavel ShanmugasundaramSergei VassilvitskiiJian YangJohn Tomlin
    • G06Q30/00G06Q10/00
    • G06Q30/0243G06Q30/02G06Q30/0244
    • An advertisement impression distribution system includes a data processing system operable to generate an allocation plan for serving advertisement impressions. The allocation plan allocates a first portion of advertisement impressions to satisfy guaranteed demand and a second portion of advertisement impressions to satisfy non-guaranteed demand. The data processing system includes an optimizer, the optimizer to establish a relationship between the first portion of advertisement impressions and the second portion of advertisement impressions. The relationship defines a range of possible proportions of allocation of the first portion of advertisement impressions and the second portion of advertisement impressions. The optimizer generates a solution in accordance with maximizing guaranteed demand fairness, non-guaranteed demand revenue and click or conversion value, where the solution identifies a determined proportion of the first portion of advertisement impressions to serve and a determined proportion of the second portion of advertisement impressions to serve. The data processing system outputs the allocation plan including the solution to control serving of the advertisement impressions in the determined proportions.
    • 广告印象分配系统包括可操作以产生用于投放广告印象的分配计划的数据处理系统。 分配计划分配广告展示的第一部分以满足保证需求和第二部分广告展示以满足非保证需求。 数据处理系统包括优化器,优化器建立第一部分广告展示与第二部分广告印象之间的关系。 该关系定义了广告印象的第一部分和广告印象的第二部分的可能分配比例的范围。 优化器根据最大化保证需求公平性,无保证需求收入和点击或转换价值生成解决方案,其中解决方案确定要投放的广告印象的第一部分的确定比例以及第二部分广告的确定比例 展示服务。 数据处理系统输出包括解决方案的分配计划,以按确定的比例控制广告印象的投放。
    • 4. 发明申请
    • INVENTORY ALLOCATION FOR ADVERTISING WITH CHANGEABLE SUPPLY LANDSCAPE
    • 存货分配用可变供应景观广告
    • US20120191541A1
    • 2012-07-26
    • US13012655
    • 2011-01-24
    • Jian YangJianchang Mao
    • Jian YangJianchang Mao
    • G06Q30/00
    • G06Q30/0244G06Q30/0241G06Q30/0245G06Q30/0251G06Q30/0255G06Q30/0277
    • An advertisement impression distribution system is programmed to generate an allocation plan for serving a number of advertisement impressions changeable as a result of one or more events, the allocation plan to allocate a first portion of advertisement impressions to satisfy guaranteed demand and a second portion of advertisement impressions to satisfy non-guaranteed demand. The system includes an optimizer programmed to establish a relationship between the first portion of advertisement impressions and the second portion of advertisement impressions, the relationship defining a range of possible proportions of allocation of the first portion of advertisement impressions and the second portion of advertisement impressions; and to impose at least one objective on the relationship including moderating an increase in the number of advertisement impressions available for allocation to the first and second portions, to minimize a cost associated with reducing a quality of the advertisement impressions as their volume increases. The system outputs the allocation plan to an ad serving module to control serving of the advertisement impressions according to the range of possible proportions of allocation between the first and the second portions.
    • 广告印象分配系统被编程为生成分配计划,用于服务由于一个或多个事件而可更改的多个广告印象,分配计划以分配广告印象的第一部分以满足保证的需求和广告的第二部分 满足无保证需求的印象。 所述系统包括经过编程的优化器,用于建立广告印象的第一部分与广告印象的第二部分之间的关​​系,所述关系定义广告印象的第一部分和第二部分广告印象的可能分配比例的范围; 并且对该关系施加至少一个目标,包括调整可用于分配给第一和第二部分的广告印象数量的增加,以最小化与其音量增加时降低广告印象的质量相关联的成本。 系统将分配计划输出到广告服务模块,以根据第一和第二部分之间的可能分配比例的范围来控制广告印象的投放。
    • 5. 发明授权
    • Inventory allocation for advertising with changeable supply landscape
    • 具有可变供应格局的广告库存分配
    • US08856028B2
    • 2014-10-07
    • US13012655
    • 2011-01-24
    • Jian YangJianchang Mao
    • Jian YangJianchang Mao
    • G06Q30/00G06Q30/02
    • G06Q30/0244G06Q30/0241G06Q30/0245G06Q30/0251G06Q30/0255G06Q30/0277
    • An advertisement impression distribution system is programmed to generate an allocation plan for serving a number of advertisement impressions changeable as a result of one or more events, the allocation plan to allocate a first portion of advertisement impressions to satisfy guaranteed demand and a second portion of advertisement impressions to satisfy non-guaranteed demand. The system includes an optimizer programmed to establish a relationship between the first portion of advertisement impressions and the second portion of advertisement impressions, the relationship defining a range of possible proportions of allocation of the first portion of advertisement impressions and the second portion of advertisement impressions; and to impose at least one objective on the relationship including moderating an increase in the number of advertisement impressions available for allocation to the first and second portions, to minimize a cost associated with reducing a quality of the advertisement impressions as their volume increases. The system outputs the allocation plan to an ad serving module to control serving of the advertisement impressions according to the range of possible proportions of allocation between the first and the second portions.
    • 广告印象分配系统被编程为生成分配计划,用于服务由于一个或多个事件而可更改的多个广告印象,分配计划以分配广告印象的第一部分以满足保证的需求和广告的第二部分 满足无保证需求的印象。 所述系统包括经过编程的优化器,用于建立广告印象的第一部分与广告印象的第二部分之间的关​​系,所述关系定义广告印象的第一部分和第二部分广告印象的可能分配比例的范围; 并且对该关系施加至少一个目标,包括调整可用于分配给第一和第二部分的广告印象数量的增加,以最小化与其音量增加时降低广告印象的质量相关联的成本。 系统将分配计划输出到广告服务模块,以根据第一和第二部分之间的可能分配比例的范围来控制广告印象的投放。
    • 6. 发明申请
    • MULTI-OBJECTIVE OPTIMIZATION FOR ALLOCATION OF ADVERTISING RESOURCES
    • 用于分配广告资源的多目标优化
    • US20100082392A1
    • 2010-04-01
    • US12241657
    • 2008-09-30
    • Jian YangJohn Tomlin
    • Jian YangJohn Tomlin
    • G06Q30/00
    • G06Q30/02G06Q10/06315G06Q10/087G06Q30/0211
    • An advertising distribution system mediates and distributes advertising opportunities, especially insertions of ads on web pages, according to advertisers' representative targeting profiles. The number and characteristics of future ad impressions is forecast. A portion is allocated to guaranteed-delivery advertiser contracts and the remainder is offered on a spot market. A division between guaranteed and spot market allocations is sought to maximize revenue, taking into account a value associated with meeting the advertisers' representative profiles. The value of representativeness can be inferred from the marginal revenue of a spot market sale, and optionally weighted. The guaranteed and spot market revenues for all possible efficient allocations produces a curve. An operating point on the curve is determined by selecting a weighting factor or selecting a proportion of total revenue that shall be attributable to representativeness.
    • 根据广告客户的代表性定位配置文件,广告分发系统会中介和分发广告机会,特别是在网页上插入广告。 预测未来广告展示的数量和特征。 一部分被分配给保证交付的广告客户合同,其余的在现货市场上提供。 寻求保证和现货市场分配之间的划分,以最大限度地提高收入,同时考虑到与满足广告客户代表资料相关的价值。 代表性的价值可以从现货市场销售的边际收入推算出来,并可以加权。 所有可能的有效配置的保证和现货市场收入产生曲线。 通过选择加权因子或选择归因于代表性的总收入的一部分来确定曲线上的操作点。