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31. 发明申请

US20140115082A1 RECOMMENDER SYSTEM AND METHOD OF OPERATING SAME 有权
标题翻译：推荐系统及其操作方法
公开(公告)号：US20140115082A1
公开(公告)日：2014-04-24
申请号：US14127751
申请日：2012-06-29
申请人： Jan Korst , Mauro Barbieri , Serverius Petrus Paulus Pronk
发明人： Jan Korst , Mauro Barbieri , Serverius Petrus Paulus Pronk
IPC分类号： H04L12/58
CPC分类号： H04L51/046 , G06Q30/02
摘要： The present invention relates to a method of operating a recommender system arranged for being coupled to a computer implemented social network (200). The present invention furthermore relates to a corresponding computer program and to a corresponding recommender system (100) arranged for being coupled to a computer implemented social network (200). In particular, the present invention relates to a recommender system (100) being configured to provide a recommendation (172) relating to a content item being highly discussed in the social network (200), without the recommendation being necessarily based on some kind of a correlation between characteristics of a recipient (10) of the recommendation on the one side and characteristics of content items to be recommended and/or characteristics of contacts/friends of the recipient (10) on the other side.
摘要翻译：本发明涉及一种操作推荐系统的方法，所述推荐系统被布置为耦合到计算机实现的社交网络（200）。本发明还涉及相应的计算机程序和被布置为耦合到计算机实现的社交网络（200）的相应推荐器系统（100）。特别地，本发明涉及一种推荐系统（100），其被配置为提供与在社交网络（200）中被高度讨论的内容项有关的推荐（172），而不推荐是基于某种类型的一方的建议的接收者（10）的特征与另一方的接收者（10）的建议的内容项目的特征和/或接触者/朋友的特征的特征之间的相关性。

32. 发明授权

US08700556B2 Biased recommender system based on age parameter 有权
标题翻译：基于年龄参数的偏差推荐系统
公开(公告)号：US08700556B2
公开(公告)日：2014-04-15
申请号：US12998947
申请日：2009-12-15
申请人： Mauro Barbieri , Serverius Petrus Paulus Pronk
发明人： Mauro Barbieri , Serverius Petrus Paulus Pronk
IPC分类号： G06F9/44 , G06N7/02 , G06N7/06
CPC分类号： G06F17/30044 , H04N7/17336 , H04N21/458 , H04N21/4663 , H04N21/4668
摘要： The present invention relates to an apparatus, a method and a computer program product for controlling a recommender system, wherein a bias is applied to the output of a recommender in order to favour newly added services and content sources. The bias may decay in time and/or with the number of ratings given to content coming from the new service.
摘要翻译：本发明涉及一种用于控制推荐系统的装置，方法和计算机程序产品，其中向推荐器的输出施加偏差以便有利于新添加的服务和内容源。偏好可能在时间上衰减，和/或随着新服务内容的评级数量的减少。

33. 发明申请

US20130268975A1 APPARATUS AND METHOD FOR MANAGING A PERSONAL CHANNEL 审中-公开
标题翻译：用于管理个人通道的装置和方法
公开(公告)号：US20130268975A1
公开(公告)日：2013-10-10
申请号：US13993151
申请日：2012-01-04
申请人： Jan Korst , Mauro Barbieri , Serverius Petrus Paulus Pronk
发明人： Jan Korst , Mauro Barbieri , Serverius Petrus Paulus Pronk
IPC分类号： H04N21/482
摘要： The invention relates to an apparatus (100), a video system, a method and a corresponding computer program and a computer readable medium for managing a personal channel (210) of a user (200). The apparatus (100) is configured to control a search engine (300) with a specified search string (132) that the apparatus (100) has generated by combining a predefined search string (122) and a metadata piece (214). Thereby, the apparatus (100) retrieves a non-linear content (314) item being similar to a specific linear content item being referenced by the metadata piece and causes a recommendation (152) to the user (200) to add the retrieved non-linear content item to his personal channel (210).
摘要翻译：本发明涉及一种用于管理用户（200）的个人频道（210）的装置（100），视频系统，方法和相应的计算机程序和计算机可读介质。设备（100）被配置为通过组合预定义的搜索串（122）和元数据（214）来控制具有指定搜索串（132）的搜索引擎（300），该搜索引擎（132）已经通过组合预定义的搜索串（122）而生成了该搜索引擎。因此，装置（100）检索与由元数据片段引用的特定线性内容项相似的非线性内容（314）项目，并且向用户（200）提出建议（152）线性内容项到他的个人频道（210）。

34. 发明申请

US20130151340A1 COORDINATED AUTOMATIC AD PLACEMENT FOR PERSONAL CONTENT CHANNELS 审中-公开
标题翻译：协调自动放置个人内容通道
公开(公告)号：US20130151340A1
公开(公告)日：2013-06-13
申请号：US13817938
申请日：2011-08-26
申请人： Mauro Barbieri , Serverius Petrus Paulus Pronk , Jan Korst
发明人： Mauro Barbieri , Serverius Petrus Paulus Pronk , Jan Korst
IPC分类号： G06Q30/02
摘要： The present invention relates to an apparatus, a method and a computer program product for automatically inserting advertisements into a media stream, wherein subscription information which specifies categories of advertisements to be scheduled for insertion is stored and a category of a target advertisement is determined. Based on the result of the determination those advertisements of a stored list of scheduled advertisements, which according to their subscription information are subscribed to the determined category, are triggered and subjected to a predetermined modification processing selected based on the result of the determination.
摘要翻译：本发明涉及一种用于将广告自动插入到媒体流中的装置，方法和计算机程序产品，其中存储了要被调度用于插入的广告类别的订阅信息，并且确定了目标广告的类别。基于确定的结果，根据其订阅信息被订阅到所确定的类别的已存储的排定广告列表的广告被触发并经受基于确定结果选择的预定修改处理。

35. 发明申请

US20110251988A1 ADAPTIVE IMPLICIT LEARNING FOR RECOMMENDER SYSTEM 审中-公开
标题翻译：适用于推荐系统的隐性学习
公开(公告)号：US20110251988A1
公开(公告)日：2011-10-13
申请号：US12998945
申请日：2009-12-15
申请人： Serverius Petrus Paulus Pronk , Mauro Barbieri
发明人： Serverius Petrus Paulus Pronk , Mauro Barbieri
IPC分类号： G06N5/02
CPC分类号： H04N21/4756 , G06F16/437 , G06F16/48 , H04N7/17336 , H04N21/4667 , H04N21/4668
摘要： The present invention relates to an apparatus, method, and computer program product for controlling a recommender system, wherein user actions on content items are associated to explicit ratings on these content items and translated into a UI features profile, which is subsequently used by a recommender. This recommender rates new items based on user actions on this item and thus creates an implicitly learned rating history. This learning makes the implicit rating or scoring personalized. It can be combined in several ways with an explicitly learned rating history to improve overall performance and/or to mitigate the burden for the user, by having him/her rate less items explicitly.
摘要翻译：本发明涉及一种用于控制推荐系统的装置，方法和计算机程序产品，其中对内容项目的用户动作与这些内容项目上的明确评级相关联并且被翻译成UI特征简档，随后由推荐者使用。该推荐者根据用户对该项目的操作对新项目进行评估，从而创建隐含学习的评级历史记录。这种学习使隐含的评分或评分个性化。它可以通过几种方式与明确学习的评级历史相结合，通过明确地减少他/她的费用来提高整体绩效和/或减轻用户的负担。

36. 发明公开

EP2867842A1 DEVICE AND METHOD FOR AUTOMATIC GENERATION OF A RECOMMENDATION 审中-公开
标题翻译： VORRICHTUNG VERFAHREN ZUR AUTOMATISCHEN ERZEUGUNG EINER EMPFEHLUNG
公开(公告)号：EP2867842A1
公开(公告)日：2015-05-06
申请号：EP13732202.0
申请日：2013-06-28
申请人： Axel Springer Digital TV Guide GmbH
发明人： BARBIERI, Mauro , KORST, Jan , PRONK, Serverius Petrus Paulus , CLOUT, Ramon Antoine Wiro
IPC分类号： G06Q30/02
CPC分类号： G06Q30/0631 , G06F17/3053 , G06N7/00 , G06Q30/0278
摘要： The invention refers to a device and a method for automatic generation of recommendation for an item
p to a user
u. The device comprises or is at least indirectly connected to an item database containing a user profile database and a user interrelation database. The device comprises a standard recommender engine that is configured to access said item database and said user profile database and to calculate a score
s(p,u) in a [0,1] interval indicating a "like" degree of an item
p for user
u based on a user profile of user
u . The device further comprises a content discovery recommender that is configured to access said user interrelation database and to find at least users
v that have a direct connection to user
u and to further access said user profile database in order to determine a fraction of the users
v that know an item
p and to generate a recommendation based on the score
s(p,u) of an item
p and the extent (that is the fraction of the users
v that know an item
p ) the item is known among users
v that have a direct connection to user
u .
摘要翻译：本发明涉及一种用于向用户u自动生成用于项目p的推荐的装置和方法。该设备包括或至少间接地连接到包含用户简档数据库和用户相关数据库的项目数据库。该设备包括标准推荐器引擎，其被配置为访问所述项目数据库和所述用户简档数据库，并计算指示项目p的“相似”程度的[0,1]间隔中的分数s（p，u）用户u基于用户u的用户简档。该设备还包括内容发现推荐器，其被配置为访问所述用户相关数据库并且至少找到与用户u具有直接连接的用户v并且进一步访问所述用户简档数据库，以便确定用户的一部分v 知道项目p，并且基于项目p的分数s（p，u）和项目在用户v中已知的范围（即知道项目p的用户v的分数）来生成推荐。直接连接到用户u。

37. 发明公开

EP2734964A1 AUTOMATIC DETERMINATION OF GENRE-SPECIFIC RELEVANCE OF RECOMMENDATIONS IN A SOCIAL NETWORK 无效转让
标题翻译：建议的特定于体裁的相关性在社会网络中自动确定
公开(公告)号：EP2734964A1
公开(公告)日：2014-05-28
申请号：EP12735534.5
申请日：2012-07-13
申请人： Axel Springer Digital TV Guide GmbH
发明人： KORST, Jan , BARBIERI, Mauro , PRONK, Serverius Petrus Paulus
IPC分类号： G06Q30/00
CPC分类号： H04L67/306 , G06Q30/0631 , G06Q50/01
摘要： The present invention relates to an operating method of operating a recommender system, a filtering apparatus (260) for a recommender system (200), a recommender system and a corresponding computer program. An idea of the invention is to automatically learn for a user A in a social network, which recommendations of contacts of user A, who are also members of the social network, are relevant with respect to a genre into which user A is interested in. A learning algorithm is used to interpret feedback from user A in response to receiving recommendations from his/her contacts. Thereby, for each combination of a contact and a genre, a relevance-taste index can be determined. The determined relevance-taste index is subjected to a filter. Only such recommendations are provided to user A, whose associated relevance-taste indices fulfil a filtering criterion. Thereby, the amount of irrelevant recommendations submitted to user A can be significantly reduced.

38. 发明公开

EP2612258A1 CONTENT TRANSFORMATION FOR LEAN-BACK ENTERTAINMENT 审中-公开
标题翻译：目录转换对于Leanback的娱乐
公开(公告)号：EP2612258A1
公开(公告)日：2013-07-10
申请号：EP11748425.3
申请日：2011-08-26
申请人： Axel Springer Digital TV Guide GmbH
发明人： ADOLF, Proidl , BARBIERI, Mauro , PRONK, Serverius Petrus Paulus , KORST, Jan
IPC分类号： G06F17/30
CPC分类号： G06F17/24 , G06F17/2235 , G06F17/30905
摘要： The present invention relates to an apparatus, a method and a computer program product for adapting a document with actively selectable content, e.g., web-based content, for consumption in a lean-back mode. The document is rendered in a way that it can be optimally consumed in the lean-back mode. The multimedia content of the document (images, text, etc.) is transformed into a continuous information flow (e.g. video) that can be rendered as if it were a television channel, for example.

39. 发明公开

EP2568396A1 Method and apparatus for generating a sorted list of items 审中-公开
标题翻译： Verfahren und Vorrichtung zur Erzeugung einer sortierten Liste von Elementen
公开(公告)号：EP2568396A1
公开(公告)日：2013-03-13
申请号：EP11180640.2
申请日：2011-09-08
申请人： Axel Springer Digital TV Guide GmbH
发明人： Korst, Jan , Pronk, Serverius Petrus Paulus , Barbieri, Mauro , Clout, Ramon
IPC分类号： G06F17/30 , H04N21/482 , H04N21/466
CPC分类号： G06F17/30554 , G06F17/30058 , G06F17/3053 , G06F17/3084 , H04N21/466 , H04N21/4668 , H04N21/4755 , H04N21/482 , H04N21/4826 , H04N21/8133 , H04N21/84
摘要： The invention relates to an electronic device and a method for automatic generation of a sorted list of items related to a seed-item. The electronic device comprises a relatedness determinator that is configured to compare said seed item with a plurality of further items and to thus determine a relatedness value for each further item with respect to said seed item. The device device further comprises a clustering engine that is configured to cluster the further items by determining a relative relatedness between (among) the further items. Thus, each further item is assigned to one cluster. The device further comprises a list generator that is configured to generate a sorted result list by sorting the further items according to both, their relatedness value and their belonging (or membership) to a cluster in that once an item is added to the sorted list, the relatedness value depending ranking of the further items in that cluster is at least momentary lowered so as to promote adding items of further clusters thus achieving a higher momentary relatedness value depending ranking to the top of the sorted list.
摘要翻译：本发明涉及一种电子装置和一种用于自动生成与种子物品有关的一系列物品的排序清单的方法。电子设备包括相关性确定器，其被配置为将所述种子项目与多个其他项目进行比较，并且因此确定关于所述种子项目的每个其他项目的相关性值。所述设备设备还包括聚类引擎，其经配置以通过确定所述其它项目之间的相对相关性来聚集所述其他项目。因此，每个其他项目被分配给一个集群。该设备还包括列表生成器，其被配置为通过根据将相关性值及其归属（或成员资格）两者分组到其他项目来生成排序结果列表，因为一旦将项目添加到排序列表中，该集群中的其他项目的相关性值依赖性排序至少暂时降低，以便促进添加更多聚类的项目，从而根据排序列表顶部的排名实现更高的瞬时相关性值。

40. 发明公开

EP2568395A1 Method and apparatus for automatic generation of recommendations 审中-公开
标题翻译： Verfahren und Vorrichtung zur automatischen Erzeugung von Empfehlungen
公开(公告)号：EP2568395A1
公开(公告)日：2013-03-13
申请号：EP11180631.1
申请日：2011-09-08
申请人： Axel Springer Digital TV Guide GmbH
发明人： Korst, Jan , Barbieri, Mauro , Clout, Ramon , Pronk, Serverius Petrus Paulus
IPC分类号： G06F17/30
CPC分类号： H04N21/4668 , G06F17/30867 , H04N21/4828
摘要： A recommender engine (100) for recommending content items to a user comprises
- a profile generation unit having a pre-profile input unit (110), which is configured to receive pre-profile data comprising pre-profile text data suitable for identifying entities of interest to a given user, and having a pre-profile analysis unit (112), which is connected with the pre-profile input unit (110) and configured to extract from the pre-profile data identification data identifying the entities of interest and to generate an initial user profile data set for the given user from the extracted identification data;
- a query generation unit (120) , which is connected with the profile generation unit and configured to generate, using the extracted identification data from the initial user profile data set, at least two queries semantically different from each other to be directed to at least one content repository;
- a content retrieval unit (128), which is connected with the query generation unit (120) and configured to issue the generated queries to the at least one content repository (122) and which is configured to receive from the at least one content repository, in response to the queries, content-related response data comprising respective hit lists having at least one respective content-location identifier indicative of a storage location of a respective content item; and
- an interleaver unit (132), which is connected with the content retrieval unit and which is configured to generate from the different hit lists a single recommendation list by interleaving the content-location identifiers comprised in different ones of the hit lists with each other.
摘要翻译：用于向用户推荐内容项目的推荐引擎（100）包括 - 简档生成单元，其具有预配置文件输入单元（110），其被配置为接收包括预先配置文件数据的预配置文件数据，所述预配置文件数据适合于识别给定用户的兴趣，以及具有预配置分析单元（112），其与预配置文输入单元（110）连接并且被配置为从识别感兴趣的实体的预先简档数据识别数据中提取，并且从所提取的标识数据生成给定用户的初始用户简档数据集; - 查询生成单元（120），其与所述简档生成单元连接并且被配置为使用来自所述初始用户简档数据集的所提取的标识数据生成至少两个语义上彼此不同的查询，以至少指向至少一个内容存储库 - 内容检索单元（128），其与所述查询生成单元（120）连接并且被配置为将所生成的查询发布到所述至少一个内容存储库（122），并且被配置为从所述至少一个内容存储库响应于所述查询，包含相应命中列表的内容相关响应数据具有指示相应内容项目的存储位置的至少一个相应的内容位置标识符; 以及 - 交织器单元（132），其与所述内容检索单元连接并且被配置为通过将包括在不同命中列表中的内容位置标识符彼此交织来从不同命中列表生成单个推荐列表。

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