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1. 发明公开

EP2864947A4 APPARATUS AND METHODS OF RECOMMENDING MULTIPLE OPTIONS TO A GROUP OF REMOTE USERS AND FORMING AN AGREEMENT 审中-公开
标题翻译：装置和方法的几个选项来远程用户的一组推荐和生产的协议
公开(公告)号：EP2864947A4
公开(公告)日：2016-08-31
申请号：EP13806474
申请日：2013-06-21
申请人： THOMSON LICENSING , IOANNIDIS EFSTRATIOS , YAN JINYUN , BHAMIDIPATI SANDILYA
发明人： IOANNIDIS EFSTRATIOS , YAN JINYUN , BHAMIDIPATI SANDILYA
IPC分类号： G06Q30/02 , G06Q10/02
CPC分类号： G06Q10/02 , G06Q30/02 , G06Q30/0631

2. 发明公开

EP2864947A2 APPARATUS AND METHODS OF RECOMMENDING MULTIPLE OPTIONS TO A GROUP OF REMOTE USERS AND FORMING AN AGREEMENT 审中-公开
标题翻译：装置和方法的几个选项来远程用户的一组推荐和生产的协议
公开(公告)号：EP2864947A2
公开(公告)日：2015-04-29
申请号：EP13806474.6
申请日：2013-06-21
申请人： Thomson Licensing , Ioannidis, Efstratios , Yan, Jinyun , Bhamidipati, Sandilya
发明人： IOANNIDIS, Efstratios , YAN, Jinyun , BHAMIDIPATI, Sandilya
IPC分类号： G06Q30/02
CPC分类号： G06Q10/02 , G06Q30/02 , G06Q30/0631
摘要： Methods and apparatus for a system providing group recommendations, event scheduling, and forming consensus agreements among a group of disparately located users are provided by the present principles. Communication among the disparately located users may be achieved through social media tools, online polling, chatting, and texting. The methods and apparatus allow a user profile to be constructed based on ratings that a user provides to items in a database. The items may comprise such things as restaurants, movie theaters, or other entertainment and group activities. The items may comprise feature vectors including attributes of the individual items. With user profiles constructed, the methods and apparatus may allow prediction of a rating that an individual with a particular user profile may give to a similar item in a database. The system may be used to predict the best choice for a group activity by considering the ratings of all users within a group. Individual ratings may be weighted to give higher or lower priority to some users. The system may also recommend activities based on the users participating in the group, or allow the users to select other activities to be considered. In one exemplary embodiment, the system selects recommendations for the users, comprising elements such as movie title, theater location, seating, and prices. The system sends notifications to the users, collects preferences from the users, and determines a choice based on the collected preferences. The users are notified of the choice and given an opportunity to purchase tickets electronically. If so, they may receive electronic tickets, coupons, promotions, or offers.

3. 发明申请

WO2013192507A2 APPARATUS AND METHODS OF RECOMMENDING MULTIPLE OPTIONS TO A GROUP OF REMOTE USERS AND FORMING AN AGREEMENT 审中-公开
标题翻译：向远程用户群组推荐多种选择的方法和形式协议
公开(公告)号：WO2013192507A2
公开(公告)日：2013-12-27
申请号：PCT/US2013047018
申请日：2013-06-21
申请人： TECHNICOLOR USA INC , IOANNIDIS EFSTRATIOS , YAN JINYUN , BHAMIDIPATI SANDILYA
发明人： IOANNIDIS EFSTRATIOS , YAN JINYUN , BHAMIDIPATI SANDILYA
IPC分类号： G06Q30/02
CPC分类号： G06Q10/02 , G06Q30/02 , G06Q30/0631
摘要： Methods and apparatus for a system providing group recommendations, event scheduling, and forming consensus agreements among a group of disparately located users are provided by the present principles. Communication among the disparately located users may be achieved through social media tools, online polling, chatting, and texting. The methods and apparatus allow a user profile to be constructed based on ratings that a user provides to items in a database. The items may comprise such things as restaurants, movie theaters, or other entertainment and group activities. The items may comprise feature vectors including attributes of the individual items. With user profiles constructed, the methods and apparatus may allow prediction of a rating that an individual with a particular user profile may give to a similar item in a database. The system may be used to predict the best choice for a group activity by considering the ratings of all users within a group. Individual ratings may be weighted to give higher or lower priority to some users. The system may also recommend activities based on the users participating in the group, or allow the users to select other activities to be considered. In one exemplary embodiment, the system selects recommendations for the users, comprising elements such as movie title, theater location, seating, and prices. The system sends notifications to the users, collects preferences from the users, and determines a choice based on the collected preferences. The users are notified of the choice and given an opportunity to purchase tickets electronically. If so, they may receive electronic tickets, coupons, promotions, or offers.
摘要翻译：通过本原理提供了一组提供组建议，事件安排和在一组不同位置的用户之间形成协商一致协议的系统的方法和装置。不同位置的用户之间的沟通可以通过社交媒体工具，在线投票，聊天和发短信来实现。方法和装置允许基于用户提供给数据库中的项目的等级来构建用户简档。这些物品可以包括餐馆，电影院或其他娱乐和小组活动。项目可以包括包括各个项目的属性的特征向量。利用构造的用户简档，方法和装置可以允许预测具有特定用户简档的个人可以给予数据库中的类似项目的等级。该系统可用于通过考虑组内所有用户的评级来预测组活动的最佳选择。个人评分可能被加权，以给予某些用户更高或更低的优先级。系统还可以基于参与该组的用户推荐活动，或者允许用户选择要考虑的其他活动。在一个示例性实施例中，系统为用户选择推荐，包括诸如电影标题，剧院位置，座位和价格等元素。系统向用户发送通知，从用户收集偏好，并根据收集的偏好确定选择。用户被通知选择，并给予机会以电子方式购票。如果是这样，他们可能会收到电子票，优惠券，促销或优惠。

4. 发明申请

WO2013189261A1 METHOD AND APPARATUS FOR CONTEXTUAL LINEAR BANDITS 审中-公开
标题翻译：相关线性带的方法和装置
公开(公告)号：WO2013189261A1
公开(公告)日：2013-12-27
申请号：PCT/CN2013/077267
申请日：2013-06-14
申请人： TECHNICOLOR (CHINA) TECHNOLOGY CO., LTD. , IOANNIDIS, Stratis , YAN, Jinyun , PEREIRA, Jose Bento Ayres
发明人： IOANNIDIS, Stratis , YAN, Jinyun , PEREIRA, Jose Bento Ayres
IPC分类号： G06Q30/02 , G06F15/18
CPC分类号： G06N99/005 , G06N7/005 , G06Q30/02
摘要： A method of selection that maximizes an expected reward in a contextual multi-armed bandit setting gathers rewards from randomly selected items in a database of items, where the items correspond to arms in a contextual multi-armed bandit setting. Initially, an item is selected at random and is transmitted to a user device which generates a reward. The items and resulting rewards are recorded. Subsequently, a context is generated by the user device which causes a learning and selection engine to calculate an estimate for each arm in the specific context, the estimate calculated using the recorded items and resulting rewards. Using the estimate, an item from the database is selected and transferred to the user device. The selected item is chosen to maximize a probability of a reward from the user device.
摘要翻译：在上下文多武装强盗设定中最大化预期奖励的选择方法从物品数据库中的随机选择的物品中收集奖励，其中物品对应于上下文多武装强盗设定中的武器。最初，随机选择一个项目，并将其发送给产生奖励的用户设备。记录物品和奖励。随后，用户设备生成上下文，其导致学习和选择引擎计算特定上下文中每个手臂的估计，使用记录的项目计算的估计和所得到的奖励。使用估计，选择来自数据库的项目并将其传送到用户设备。选择的项目被选择以最大化来自用户设备的奖励的概率。

5. 发明申请

WO2013192507A3 APPARATUS AND METHODS OF RECOMMENDING MULTIPLE OPTIONS TO A GROUP OF REMOTE USERS AND FORMING AN AGREEMENT 审中-公开
公开(公告)号：WO2013192507A3
公开(公告)日：2013-12-27
申请号：PCT/US2013/047018
申请日：2013-06-21
申请人： THOMSON LICENSING , IOANNIDIS, Efstratios , YAN, Jinyun , BHAMIDIPATI, Sandilya
发明人： IOANNIDIS, Efstratios , YAN, Jinyun , BHAMIDIPATI, Sandilya
IPC分类号： G06Q30/02
摘要： Methods and apparatus for a system providing group recommendations, event scheduling, and forming consensus agreements among a group of disparately located users are provided by the present principles. Communication among the disparately located users may be achieved through social media tools, online polling, chatting, and texting. The methods and apparatus allow a user profile to be constructed based on ratings that a user provides to items in a database. The items may comprise such things as restaurants, movie theaters, or other entertainment and group activities. The items may comprise feature vectors including attributes of the individual items. With user profiles constructed, the methods and apparatus may allow prediction of a rating that an individual with a particular user profile may give to a similar item in a database. The system may be used to predict the best choice for a group activity by considering the ratings of all users within a group.

6. 发明申请

WO2013133879A1 A METHOD OF RECOMMENDING ITEMS TO A GROUP OF USERS 审中-公开
标题翻译：将项目推荐给一组用户的方法
公开(公告)号：WO2013133879A1
公开(公告)日：2013-09-12
申请号：PCT/US2012/069370
申请日：2012-12-13
申请人： Thomson Licensing , IOANNIDIS, Stratis , YAN, Jinyun , BENTO AYRES PEREIRA, Jose
发明人： IOANNIDIS, Stratis , YAN, Jinyun , BENTO AYRES PEREIRA, Jose
IPC分类号： H04N21/466
CPC分类号： G06N7/00 , H04N21/466 , H04N21/4668
摘要： A method for generating a recommendation item for members of a group includes registering a plurality of users as members of the group, identifying a subgroup of members of the group of users wherein the subgroup requests a recommendation item from a recommendation engine, calculating, using a multi-armed bandit algorithm, a recommendation item for the subgroup of members. The recommendation item is provided to the subgroup members for their evaluation. After evaluating the recommendation item, the individual users rate the recommendation item which updates the recommendation engine with preferences representing the members of the subgroup.
摘要翻译：一种用于为组的成员生成推荐项的方法包括将多个用户注册为该组的成员，识别该组用户的成员的子组，其中该子组从推荐引擎中请求推荐项，使用多武装强盗算法，成员子组的推荐项目。将推荐项目提供给小组成员进行评估。在评估推荐项目之后，个体用户评价使用表示子组成员的偏好更新推荐引擎的推荐项目。

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