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1. 发明申请

WO2011081580A1 METHOD AND ARRANGEMENT FOR DATA STORAGE 审中-公开
标题翻译：数据存储的方法和布置
公开(公告)号：WO2011081580A1
公开(公告)日：2011-07-07
申请号：PCT/SE2009/051511
申请日：2009-12-29
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL) , MORITZ, Simon , BJÖRK, Jonas , LIDSTRÖM, Mattias
发明人： MORITZ, Simon , BJÖRK, Jonas , LIDSTRÖM, Mattias
IPC分类号： G06F17/30
CPC分类号： G06F17/30607
摘要： A method and arrangement(700) for a hierarchical database (702) comprising a root table and sub-tables in hierarchical levels, each table comprising one or more attributes under which object data can be stored.A configuring function (708) assigns to each sub-table a table identifier TID generated by multiplying a series of prime numbers associated with parent tables of that sub-table. A storing function (704) assigns an object identifier OID to each object in the database such that the table identifiers TID:s of a path of hierarchically connected sub-tables indifferent consecutive levels are encoded into the object identifier OID, and stores data on that object in the connected sub-tables in the table path.
摘要翻译：一种用于层次数据库（702）的方法和装置（700），包括分层级别的根表和子表，每个表包括一个或多个属性，可以存储对象数据。配置功能（708）分配给每个子表通过乘以与该子表的父表相关联的一系列素数而生成的表标识符TID。存储功能（704）将对象标识符OID分配给数据库中的每个对象，使得不连续级别的分级连接的子表的路径的表标识符TID：s被编码到对象标识符OID中，并且存储关于该对象的数据对象在连接的子表中的表路径中。

2. 发明申请

WO2010085186A1 GENERATION OF ANNOTATION TAGS BASED ON MULTIMODAL METADATA AND STRUCTURED SEMANTIC DESCRIPTORS 审中-公开
标题翻译：基于多元元数据和结构化语义描述符的语义标签的生成
公开(公告)号：WO2010085186A1
公开(公告)日：2010-07-29
申请号：PCT/SE2009/050060
申请日：2009-01-21
申请人： TELEFONAKTIEBOLAGET L M ERICSSON (PUBL) , SÖDERBERG, Joakim , FASBENDER, Andreas , BJÖRK, Jonas
发明人： SÖDERBERG, Joakim , FASBENDER, Andreas , BJÖRK, Jonas
IPC分类号： G06F17/24 , G06F17/30 , G06K9/00 , H04N1/32
CPC分类号： G06F17/3028 , G06F17/30265
摘要： In one embodiment, a method of generating annotation tags (28) for a digital image (22) includes maintaining a library (16) of human-meaningful words or phrases organized as category entries (72) according to a number of defined image description categories (70), and receiving context metadata (20) associated with the capture of a given digital image (22). The method further includes selecting particular category entries (72-1, 72-2) as vocabulary metadata (24) for the digital image (22) by mapping the context metadata (20) into the library (16), and generating annotation tags (28) for the digital image (22) by logically combining the vocabulary metadata (24) according to a defined set of deductive logic rules (30) that are predicated on the defined image description categories (70). In another embodiment, a processing apparatus (12), such as a digital processor (18, 26) and supporting memory (14), etc., is configured to carry out the above method, or to carry out variations of the above method.
摘要翻译：在一个实施例中，生成用于数字图像（22）的注释标签（28）的方法包括根据定义的图像描述类别的数量来维护被组织为类别条目（72）的人类有意义的单词或短语的库（16）（70），以及接收与捕获给定数字图像（22）相关联的上下文元数据（20）。该方法还包括通过将上下文元数据（20）映射到库（16）中，并且生成注释标签（22）来选择特定类别条目（72-1,72-2）作为数字图像（22）的词汇元数据（24）通过根据定义的所述规定的图像描述类别（70）的规定的演绎逻辑规则集合（30）逻辑地组合所述词汇元数据（24）来获得所述数字图像（22）。在另一个实施例中，诸如数字处理器（18,26）和支持存储器（14）等的处理设备（12）被配置为执行上述方法，或者执行上述方法的变型。

3. 发明申请

WO2011005157A1 RATING AND NOVELTY DECAY 审中-公开
标题翻译：评分和噪音衰退
公开(公告)号：WO2011005157A1
公开(公告)日：2011-01-13
申请号：PCT/SE2009/050888
申请日：2009-07-09
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (publ) , BJÖRK, Jonas , LIDSTRÖM, Mattias , MORITZ, Simon
发明人： BJÖRK, Jonas , LIDSTRÖM, Mattias , MORITZ, Simon
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0241 , G06Q30/0278
摘要： A Recommender system for generating a personalized recommendation of items to a first user, the system determining an updated rating value, N(t), of an initial rating value, N(O), for each rated item, based on an age of each rating. The updated rating value depends on a difference between the value of the initial rating, N(O), and a neutral rating value, R, and on a predetermined half -life of the ratings, titrating], and the updated rating value, N(t), converges towards the neutral rating value, R, with an increase in the age, t, of each rating.
摘要翻译：一种用于向第一用户生成项目的个性化推荐的推荐系统，所述系统基于每个评估项目的年龄，确定每个评级项目的初始评级值N（O）的更新评级值N（t）N 评分。更新的评级值取决于初始评级值N（O）和中性评级值R之间的差异，以及评级的预定半衰期]，以及更新的评级值N （t），随着每个评级的年龄t的增加而趋向于中性评价值R。

4. 发明申请

WO2012091638A1 METHOD AND ARRANGEMENT FOR ENABLING CUSTOMIZED RECOMMENDATIONS 审中-公开
标题翻译：用于实现自定义建议的方法和布置
公开(公告)号：WO2012091638A1
公开(公告)日：2012-07-05
申请号：PCT/SE2010/051482
申请日：2010-12-27
申请人： TELEFONAKTIEBOLAGET L M ERICSSON (PUBL) , BJÖRK, Jonas , MORITZ, Simon , CÖSTER, Rickard
发明人： BJÖRK, Jonas , MORITZ, Simon , CÖSTER, Rickard
IPC分类号： G06Q30/00
CPC分类号： G06Q30/0631 , G06Q30/02
摘要： A method and arrangement for enabling creation of customized recommendations of items for persons (100) using a consumption device (102). Consumption samples are registered which refer to the consumption of items on the consumption device. Then, ratings of predefined features are determined from the consumption samples to form an aggregated profile (104b) of the persons. Individual taste profiles (104d) are then extracted from the aggregated profile by using an ICA algorithm (104c). Each taste profile reflects a distinct taste amongst the persons. The individual taste profiles can then be provided to a recommendation system (106) which is able to create customized recommendations of items (110).
摘要翻译：一种用于使用消耗装置（102）创建用于人（100）的物品的定制建议的方法和装置。注册消费样本，指消费设备上消费的物品。然后，根据消费样本确定预定义特征的评级，以形成人的聚集简档（104b）。然后通过使用ICA算法（104c）从聚合简档中提取个体品味简档（104d）。每个口味简介都反映了人们之间的独特味道。然后可以将个体味道特征提供给能够创建物品（110）的定制建议的推荐系统（106）。

5. 发明申请

WO2012044214A1 METHOD AND ARRANGEMENT FOR PROCESSING DATA 审中-公开
标题翻译：处理数据的方法和布置
公开(公告)号：WO2012044214A1
公开(公告)日：2012-04-05
申请号：PCT/SE2010/051045
申请日：2010-09-29
申请人： TELEFONAKTIEBOLAGET L M ERICSSON (PUBL) , BJÖRK, Jonas , SUNDLÖF, Carl-Fredrik , MORITZ, Simon
发明人： BJÖRK, Jonas , SUNDLÖF, Carl-Fredrik , MORITZ, Simon
IPC分类号： G06N99/00 , G06F12/02
CPC分类号： G06N99/005 , G06F15/18 , G06F17/30306 , G06K9/6256
摘要： A method and arrangement for processing data when training a data model involving multiple iterations of data records in a dataset (400c, 606) stored in a database (400, 600). Memory space (400d, 608) is allocated in the database for maintaining the data model during the training operation. The data records in the dataset are read (4:3) directly from the database for each iteration, and the data model is trained (4:4) inside the database by repeatedly applying the read data records in the training operation and updating (4:5) the data model. It is also checked (4:6) whether the updated data model has converged according to a predefined convergence condition. The data model is eventually saved (4:7) once the data model has converged.
摘要翻译：一种在数据库（400,600）中存储的数据集（400c，606）中训练涉及数据记录多次迭代的数据模型时处理数据的方法和装置。存储空间（400d，608）被分配在数据库中，用于在训练操作期间维护数据模型。数据库中的数据记录直接从数据库中读取（4：3），并通过在训练操作和更新中重复应用读取的数据记录（4：4）来对数据库进行训练（4：4）：5）数据模型。还检查（4：6）更新的数据模型是否根据预定义的收敛条件收敛。一旦数据模型收敛，数据模型就最终得到保存（4：7）。

6. 发明申请

WO2011053202A1 CO-OCCURRENCE SERENDIPITY RECOMMENDER 审中-公开
标题翻译：联合推荐人
公开(公告)号：WO2011053202A1
公开(公告)日：2011-05-05
申请号：PCT/SE2009/051223
申请日：2009-10-27
申请人： TELEFONAKTIEBOLAGET L M ERICSSON (PUBL) , MORITZ, Simon , APRIN, Morvarid , BJÖRK, Jonas
发明人： MORITZ, Simon , APRIN, Morvarid , BJÖRK, Jonas
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02
摘要： Methods, devices, and computer-readable media described herein may provide a recommender system that may increase the serendipity associated with a recommendation. The recommender system omits obvious co-occurred items, rare items, and limits a number of co-occurred items associated with an item table. Local and global weighting values may be calculated to derive a co-occurrence weight. The co-occurrence weight may be compared to maximum and minimum threshold co-occurrence values to omit obvious and rare co-occurred items.
摘要翻译：本文描述的方法，设备和计算机可读介质可以提供可以增加与推荐相关联的偶然性的推荐器系统。推荐系统省略明显的共同物品，稀有物品，并限制与物品表相关联的多个共同物品。可以计算局部和全局加权值以得出同现重量。可以将共同重量与最大和最小阈值共同值进行比较，以省略明显和罕见的共同出现的项目。

7. 发明申请

WO2011008145A1 PROVIDING CONTENT BY USING A SOCIAL NETWORK 审中-公开
标题翻译：通过使用社交网络提供内容
公开(公告)号：WO2011008145A1
公开(公告)日：2011-01-20
申请号：PCT/SE2009/050904
申请日：2009-07-16
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (PUBL) , MORITZ, Simon , BJÖRK, Jonas , LIDSTRÖM, Mattias , SÖDERBERG, Joakim
发明人： MORITZ, Simon , BJÖRK, Jonas , LIDSTRÖM, Mattias , SÖDERBERG, Joakim
IPC分类号： H04L29/08 , G06F17/30
CPC分类号： G06Q30/02 , H04L67/02 , H04L67/104
摘要： A method of providing content (130) associated with a weight-value, the content (130) previously provided to a current computer associated with a current user (116) that is represented by a first node (106) in a social network (101). The method comprises the steps of: i) enabling the current computer (216) to display the content (130), in dependence of the weight-value, ii) obtaining an input of the current user (116), iii) updating the weight-value of the content (130), in dependence of the input of the current user (116), iv) determining a receiving computer associated with a second node (107) in the social network (101), and v) providing the content (130) to the receiving computer. Corresponding computers, computer program and computer readable medium are also described.
摘要翻译：提供与权重值相关联的内容（130）的方法，先前提供给与社会网络（101）中的第一节点（106）表示的当前用户（116）相关联的当前计算机的内容（130））。该方法包括以下步骤：i）使当前计算机（216）根据权重值显示内容（130），ii）获得当前用户（116）的输入，iii）更新权重根据当前用户（116）的输入，内容（130）的值，iv）确定与社交网络（101）中的第二节点（107）相关联的接收计算机，以及v）提供内容（130）连接到接收计算机。还描述了相应的计算机，计算机程序和计算机可读介质。

8. 发明申请

WO2012082031A1 METHOD AND NETWORK NODE FOR PROVIDING DYNAMIC SUBSCRIBER PROFILING INFORMATION 审中-公开
标题翻译：用于提供动态订阅者配置信息的方法和网络节点
公开(公告)号：WO2012082031A1
公开(公告)日：2012-06-21
申请号：PCT/SE2010/051384
申请日：2010-12-15
申请人： TELEFONAKTIEBOLAGET L M ERICSSON (PUBL) , LIDSTRÖM, Mattias , KVERNVIK, Tor , BJÖRK, Jonas , MATTI, Mona
发明人： LIDSTRÖM, Mattias , KVERNVIK, Tor , BJÖRK, Jonas , MATTI, Mona
IPC分类号： H04W24/02 , H04L12/24
CPC分类号： H04L67/22 , G06F17/30867 , H04L67/02 , H04L67/306
摘要： In the embodiments of the present invention, a network node in an operator network is introduced. The network node is an analysis component configured to analyze the subscriber behavior based on the internet traffic data within the network. The network node is configured to provide a dynamic profile of the subscribers based on the current and past internet traffic. The dynamic profile may be used by other applications in the operator network or third parties. For example, a content provider can take a decision on what content to provide to a certain subscriber, based on dynamic subscriber profile information of this certain subscriber received from the network node according to the embodiments of the present invention. Another example is that an operator can use the dynamic subscriber profile when selecting commercial offers to his own subscribers e.g. when a subscriber has a new music mobile when visiting music sites.
摘要翻译：在本发明的实施例中，引入了运营商网络中的网络节点。网络节点是分析组件，其被配置为基于网络内的因特网业务数据来分析用户行为。网络节点被配置为基于当前和过去的网络流量来提供订户的动态简档。动态配置文件可以由运营商网络或第三方中的其他应用使用。例如，根据本发明的实施例，内容提供商可以基于从网络节点接收到的该用户的动态用户简档信息，来决定提供给某个用户的内容。另一个例子是，当向他自己的订户选择商业报价时，运营商可以使用动态用户简档。当用户在访问音乐网站时有新的音乐手机。

9. 发明申请

WO2011084092A1 A METHOD AND APPARATUS FOR SOCIAL TAGGING OF MEDIA FILES 审中-公开
标题翻译：媒体文件社会标签的方法与装置
公开(公告)号：WO2011084092A1
公开(公告)日：2011-07-14
申请号：PCT/SE2010/050013
申请日：2010-01-08
申请人： TELEFONAKTIEBOLAGET L M ERICSSON (PUBL) , SÖDERBERG, Joakim , GEORGAKIS, Apostolos , BJÖRK, Jonas
发明人： SÖDERBERG, Joakim , GEORGAKIS, Apostolos , BJÖRK, Jonas
IPC分类号： G06F17/30
CPC分类号： G06F17/30038 , G06Q10/10 , G06Q50/01
摘要： Media tagging is significantly improved by fusing subjective, user-specific tags with collaborative, community-based tags. Users share multimedia metadata tags in a network of users, to improve automatic tag generation for personal multimedia collections without compromising media privacy. In one method, a combined set of annotation tags is suggested to a user, for use in annotating a given media file. The combined set includes a first set drawn from a private, user-specific repository, and a second set drawn from a public, shared repository. In each case, determining which tags are suggested involves computing similarities between an attribute vector associated with the media file being tagged and attribute vectors associated with the tags. An attribute vector is a set of values representing given types of contextual metadata. The similarity determinations may be weighted according to user-specific and shared weights, and these weightings can be adapted to reflect user and community preferences.
摘要翻译：通过将主观用户特定的标签与协作的基于社区的标签进行融合，可以显着提高媒体标记。用户在用户网络中共享多媒体元数据标签，以改善个人多媒体集合的自动标签生成，而不会影响媒体隐私。在一种方法中，向用户建议一组组合的注释标签，用于注释给定的媒体文件。组合集合包括从私有的，用户特定的存储库中绘制的第一集合，以及从公共共享存储库中绘制的第二集合。在每种情况下，确定哪些标签被建议涉及计算与被标记的媒体文件相关联的属性向量与与标签相关联的属性向量之间的相似性。属性向量是表示给定类型的上下文元数据的一组值。相似性确定可以根据用户特定和共享权重来加权，并且这些权重可以被调整以反映用户和社区偏好。

10. 发明申请

WO2010036164A1 DOUBLE WEIGHTED CORRELATION SCHEME 审中-公开
标题翻译：双重加权相关方案
公开(公告)号：WO2010036164A1
公开(公告)日：2010-04-01
申请号：PCT/SE2008/051096
申请日：2008-09-29
申请人： TELEFONAKTIEBOLAGET LM ERICSSON (publ) , LIDSTRÖM, Mattias , BJÖRK, Jonas , SÖDERBERG, Joakim , HOLMBERG, Martin
发明人： LIDSTRÖM, Mattias , BJÖRK, Jonas , SÖDERBERG, Joakim , HOLMBERG, Martin
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： A method is provided for determining a correlation between a reference user and another user on the basis of two sets of ratings, where each rating is associated with a respective user. In response to a trigger,user ratings associated with the reference user and user ratings associated with the other user are collected, and all co- rated items of these two sets are correlated in the basis of an adjusted cosine correlation function which is weighted by a first and a second weighting function. The correlation is then stored and may be repeated for a plurality of users. The stored correlations may be used e.g. for ranking purposes.
摘要翻译：提供了一种用于基于两组评级来确定参考用户与另一用户之间的相关性的方法，其中每个评级与相应用户相关联。响应于触发，收集与参考用户相关联的用户评级和与另一用户相关联的用户评级，并且这两组中的所有共同评估项目是根据调整后的余弦相关函数进行相关的，第一和第二加权函数。然后存储相关性并且可以针对多个用户重复相关性。存储的相关性可以例如使用。用于排名。

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