公开(公告)号：US09251524B2

公开(公告)日：2016-02-02

申请号：US12626124

申请日：2009-11-25

Applicant: Simon Moritz ,  Jonas Bjork ,  Richard Carlsson ,  Hjalmer Olsson

Inventor： Simon Moritz ,  Jonas Bjork ,  Richard Carlsson ,  Hjalmer Olsson

IPC: G06F7/00 ,  G06F17/30 ,  G06Q30/02

CPC classification number: G06Q30/02 ,  G06Q30/0277

Abstract: The present invention provides an improved recommender system. In some embodiments, the recommender system automatically builds a user profile for a user based solely on the action or actions the user takes with respect to certain documents and the contents of the documents. That is, the profile is based on implicit ratings. In addition to maintaining a user profile for each user, each document in a set of documents will have its own document profile, which is also referred to as a document vector. Advantageously, in some embodiments, the user profile will consist of the same attributes as the document vectors. This advantageous feature enables the recommender system to compare users and documents in order to generate recommendations.

Abstract translation: 本发明提供一种改进的推荐系统。 在一些实施例中，推荐系统仅基于用户对某些文档和文档的内容所采取的动作或动作，自动为用户构建用户简档。 也就是说，配置文件基于隐含的等级。 除了为每个用户维护用户简档之外，一组文档中的每个文档将具有其自己的文档简档，其也被称为文档向量。 有利地，在一些实施例中，用户简档将由与文档向量相同的属性组成。 这种有利的特征使得推荐系统能够比较用户和文档以产生推荐。

公开(公告)号：US09098860B2

公开(公告)日：2015-08-04

申请号：US13381043

申请日：2009-07-09

Applicant: Jonas Björk ,  Mattias Lidström ,  Simon Moritz

Inventor： Jonas Björk ,  Mattias Lidström ,  Simon Moritz

IPC: G06F17/30 ,  G06Q30/02

CPC classification number: G06Q30/02 ,  G06Q30/0241 ,  G06Q30/0278

Abstract: Application servers and methods of operating the same are provided for generating a personalized recommendation of items to a first user. An updated rating value N(t) of an initial rating value N(0) is determined for each rated item based on an age of each rating. The updated rating value N(t) is based on a difference between the value of the initial rating N(0) and a neutral rating value R, and on a predetermined half-life of the ratings. The updated rating value N(t) converges towards the neutral rating value R with an increase in the age t for each rating.

Abstract translation: 提供了应用服务器及其操作方法，用于向第一用户生成项目的个性化推荐。 基于每个评级的年龄，为每个评级项目确定初始评级值N（0）的更新的评级值N（t）。 更新的评级值N（t）基于初始额定值N（0）的值与中性评级值R之间的差异，并且基于评级的预定的半衰期。 随着每个等级的年龄t的增加，更新的评级值N（t）收敛于中性评估值R.

公开(公告)号：US08843463B2

公开(公告)日：2014-09-23

申请号：US13254675

申请日：2009-07-16

Applicant: Simon Moritz ,  Jonas Bjork ,  Mattias Lidstrom ,  Joakim Soderberg

Inventor： Simon Moritz ,  Jonas Bjork ,  Mattias Lidstrom ,  Joakim Soderberg

IPC: G06F17/30 ,  G06Q30/02 ,  H04L29/08

CPC classification number: G06Q30/02 ,  H04L67/02 ,  H04L67/104

Abstract: 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.

Abstract translation: 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。

公开(公告)号：US20130332962A1

公开(公告)日：2013-12-12

申请号：US14001118

申请日：2012-01-31

Applicant: Simon Moritz ,  Rickard Cöster ,  Cristian Norlin

Inventor： Simon Moritz ,  Rickard Cöster ,  Cristian Norlin

IPC: H04N21/482

CPC classification number: H04N21/4826 ,  H04N21/2407 ,  H04N21/252 ,  H04N21/25891 ,  H04N21/26283 ,  H04N21/42201 ,  H04N21/43615 ,  H04N21/44204 ,  H04N21/44218 ,  H04N21/44222

Abstract: An electronic terminal is disclosed that includes a communication interface, a user interface device, and a processor circuit. The communication interface communicates through a network with a media server. The processor circuit detects occurrence of a defined event, generate a request for media recommendations containing a terminal identifier for the electronic terminal responsive to the defined event, and communicates the request for media recommendations to the media server. The processor circuit also receives media recommendations from the media server responsive to the request for media recommendations, and communicates the media recommendations through the user interface device Related media servers and methods of providing media from a media server to an electronic terminal are disclosed.

Abstract translation: 公开了一种电子终端，其包括通信接口，用户接口设备和处理器电路。 通信接口通过网络与媒体服务器进行通信。 处理器电路检测定义的事件的发生，响应于所定义的事件生成包含电子终端的终端标识符的媒体建议的请求，并将媒体推荐请求传送到媒体服务器。 处理器电路还响应于对媒体推荐的请求而从媒体服务器接收媒体推荐，并且通过用户接口设备传送媒体推荐。相关媒体服务器和从媒体服务器向电子终端提供媒体的方法被公开。

公开(公告)号：US20130290131A1

公开(公告)日：2013-10-31

申请号：US13997931

申请日：2010-12-27

Applicant: Jonas Björk ,  Simon Moritz ,  Rickard Cöster

Inventor： Jonas Björk ,  Simon Moritz ,  Rickard Cöster

IPC: G06Q30/06

CPC classification number: G06Q30/0631 ,  G06Q30/02

Abstract: 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).

Abstract translation: 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）。

公开(公告)号：US20130226937A1

公开(公告)日：2013-08-29

申请号：US13884381

申请日：2011-11-11

Applicant: Simon Moritz ,  Christoffer Davidsson

Inventor： Simon Moritz ,  Christoffer Davidsson

IPC: G06F17/30

CPC classification number: G06F17/30522 ,  G06F17/3087 ,  G06Q30/0282

Abstract: A server (3-2, 3-3) for supporting a recommendation (5) to a user device (1) is disclosed. The server comprises a matching unit (302) configured to match a first location profile associated with a current location (1T) of the user device with at least one other location profile, wherein the matching is based on at least one item consumed in the current location in a first time interval (α) and at least one item consumed in the other location in at least one second time interval (A1-A8, B1-B8, N1-Nn) which is different from the first time interval. A recommender system (3), a recommender engine computer program (91) and a computer program product (310) are also disclosed.

Abstract translation: 公开了一种用于向用户设备（1）支持推荐（5）的服务器（3-2,3-3）。 服务器包括匹配单元（302），其被配置为将与用户设备的当前位置（1T）相关联的第一位置配置文件与至少一个其他位置配置文件相匹配，其中所述匹配基于当前消耗的至少一个项目 在与第一时间间隔不同的至少一个第二时间间隔（A1-A8，B1-B8，N1-Nn）中，在第一时间间隔（α）中的位置和在另一位置消耗的至少一个项目。 还公开了推荐系统（3），推荐机引擎计算机程序（91）和计算机程序产品（310）。

公开(公告)号：US20130046623A1

公开(公告)日：2013-02-21

申请号：US13211520

申请日：2011-08-17

Applicant: Simon MORITZ ,  Mattias Lidström ,  Rickard Cöster

Inventor： Simon MORITZ ,  Mattias Lidström ,  Rickard Cöster

IPC: G06Q30/02

CPC classification number: G06Q30/02

Abstract: A recommender system that selects one or more items to recommend to a user of a communication device, wherein the recommender system uses one or more of the following profiles to select the one or more items: a device profile associated with the communication device; a location profile associated with the communication device, and a device type profile associated with a device type that matches the communication device's device type. The recommender system may also use a user profile associated with the user to select the one or more items.

Abstract translation: 一种推荐系统，其选择一个或多个项目推荐给通信设备的用户，其中所述推荐系统使用以下配置文件中的一个或多个来选择所述一个或多个项目：与所述通信设备相关联的设备简档; 与通信设备相关联的位置简档，以及与与通信设备的设备类型匹配的设备类型相关联的设备类型配置文件。 推荐系统还可以使用与用户相关联的用户简档来选择一个或多个项目。

公开(公告)号：US20120102047A1

公开(公告)日：2012-04-26

申请号：US13381043

申请日：2009-07-09

Applicant: Jonas Björk ,  Mattias Lidström ,  Simon Moritz

Inventor： Jonas Björk ,  Mattias Lidström ,  Simon Moritz

IPC: G06F17/30

CPC classification number: G06Q30/02 ,  G06Q30/0241 ,  G06Q30/0278

Abstract: Application servers and methods of operating the same are provided for generating a personalized recommendation of items to a first user. An updated rating value N(t) of an initial rating value N(0) is determined for each rated item based on an age of each rating. The updated rating value N(t) is based on a difference between the value of the initial rating N(0) and a neutral rating value R, and on a predetermined half-life of the ratings. The updated rating value N(t) converges towards the neutral rating value R with an increase in the age t for each rating.

Abstract translation: 提供了应用服务器及其操作方法，用于向第一用户生成项目的个性化推荐。 基于每个评级的年龄，为每个评级项目确定初始评级值N（0）的更新的评级值N（t）。 更新的评级值N（t）基于初始额定值N（0）的值与中性评级值R之间的差异，并且基于评级的预定的半衰期。 随着每个等级的年龄t的增加，更新的评级值N（t）收敛于中性评估值R.

公开(公告)号：US09460156B2

公开(公告)日：2016-10-04

申请号：US13884381

申请日：2011-11-11

Applicant: Simon Moritz ,  Christoffer Davidsson

Inventor： Simon Moritz ,  Christoffer Davidsson

IPC: G06F17/30 ,  G06Q30/02

CPC classification number: G06F17/30522 ,  G06F17/3087 ,  G06Q30/0282

Abstract: A server (3-2, 3-3) for supporting a recommendation (5) to a user device (1) is disclosed. The server comprises a matching unit (302) configured to match a first location profile associated with a current location (1r) of the user device with at least one other location profile, wherein the matching is based on at least one item consumed in the current location in a first time interval (α) and at least one item consumed in the other location in at least one second time interval (A1-A8, B1-B8, N1-Nn) which is different from the first time interval. A recommender system (3), a recommender engine computer program (91) and a computer program product (310) are also disclosed.

Abstract translation: 公开了一种用于向用户设备（1）支持推荐（5）的服务器（3-2,3-3）。 服务器包括匹配单元（302），其被配置为将与用户设备的当前位置（1r）相关联的第一位置配置文件与至少一个其他位置配置文件匹配，其中匹配基于当前消耗的至少一个项目 在与第一时间间隔不同的至少一个第二时间间隔（A1-A8，B1-B8，N1-Nn）中的第一时间间隔（α）中的位置和在另一位置消耗的至少一个项目。 还公开了推荐系统（3），推荐机引擎计算机程序（91）和计算机程序产品（310）。

公开(公告)号：US20150234901A1

公开(公告)日：2015-08-20

申请号：US14431629

申请日：2012-08-30

Applicant: Simon Moritz ,  Rickard Coster ,  Tony Larsson ,  Stefano Zappaterra

Inventor： Simon Moritz ,  Rickard Coster ,  Tony Larsson ,  Stefano Zappaterra

IPC: G06F17/30

CPC classification number: G06F16/2465 ,  G06F16/2322 ,  G06F16/29 ,  G06F16/951 ,  G06Q30/0631 ,  H04L63/0407 ,  H04W4/029 ,  H04W12/02

Abstract: It is presented a data collector arranged to collect data regarding application usage in an end user device. The data collector is arranged to be located in a mobile communication network between the end user device and a server. The data collector comprises: a processor; and a computer program product storing instructions that, when executed by the processor, causes the data collector to: obtain data sent between the end user device and the server; match the data against a list of patterns; and when a matching pattern is found in the list of patterns, store application activity associated with the matching pattern in a database for application usage.

Abstract translation: 它被呈现为数据收集器，其被布置为收集关于最终用户设备中的应用使用的数据。 数据收集器布置成位于终端用户设备和服务器之间的移动通信网络中。 数据收集器包括：处理器; 以及存储指令的计算机程序产品，所述指令在由所述处理器执行时使所述数据收集器获取：在所述终端用户设备和所述服务器之间发送的数据; 将数据与模式列表进行匹配; 并且当在模式列表中找到匹配模式时，将与匹配模式相关联的应用活动存储在用于应用程序使用的数据库中。