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    • 6. 发明申请
    • METHOD AND APPARATUS FOR RECOMMENDING INFORMATION USING HYBRID ALGORITHM
    • 使用混合算法推荐信息的方法和装置
    • WO2009014300A1
    • 2009-01-29
    • PCT/KR2008/002080
    • 2008-04-14
    • SAMSUNG ELECTRONICS CO., LTD.IM, Sung-BinHONG, Se-Rin
    • IM, Sung-BinHONG, Se-Rin
    • G06Q99/00
    • G06Q30/02
    • A method and apparatus for recommending information is provided. When a client accesses a server and requests necessary information, the server determines whether the client is included in a meaningful set (MS) and generates first preference information of the client based on an access history of the client or based on additional information directly input by the client. Then, the server selects M number of neighborhood groups including clients having preferences similar to a preference of the client, and generates and transmits first item information on N number of items preferred by the clients of the neighborhood group to the client. The client extracts second item information to be recommended for a user by filtering the first item information based on second preference information, again. Information is filtered respectively by the server and the client by using different algorithms. Accordingly, it is possible to improve accuracy and a speed of recommending information.
    • 提供了一种用于推荐信息的方法和装置。 当客户端访问服务器并请求必要的信息时,服务器确定客户端是否包含在有意义的集合(MS)中,并且基于客户端的访问历史或基于由客户端的访问历史直接输入的附加信息来生成客户端的首选偏好信息 客户端。 然后,服务器选择M个邻居组,包括具有与客户端的偏好相似的优选的客户端,并且生成并向客户端发送关于邻居组的客户端优选的N个项目的第一项目信息。 客户端再次通过基于第二偏好信息过滤第一项信息来提取用于用户的第二项信息。 信息由服务器和客户端分别通过使用不同的算法过滤。 因此,可以提高信息推荐的准确性和速度。
    • 8. 发明申请
    • WEB INTEGRATED POINT-OF-SALE SYSTEM
    • WEB集成点销售系统
    • WO2012161678A1
    • 2012-11-29
    • PCT/US2011/037376
    • 2011-05-20
    • IMIDUS TECHNOLOGIES, INC.IM, Sung, Bin
    • IM, Sung, Bin
    • G06Q30/00
    • G06Q10/02G06Q20/20G06Q20/202G06Q30/02G07G1/0009
    • System for synchronizing and integrating the reservation data, order data, and ecommerce data, gift card data, and/or loyalty points data residing in a POS device with that of a merchant's website and synchronizing data residing in a website database to the POS device is disclosed. The system includes a POS device to host a POS application, the POS application having a POS database layer, and a web server to host a website application, the website application including a website database layer. Web server hosts a publicly accessible website and the website application processes data inputs in the website into the website database layer, and the POS application communicates with the website application to harmonize the website database layer and the POS database layer via Internet protocols. The system can be used to integrate a restaurant or other merchant's POS reservation, ordering, and e-commerce systems with those provided via the website.
    • 用于将驻留在POS设备中的预订数据,订单数据,电子商务数据,礼品卡数据和/或忠诚点数据同步并整合到商店网站的位置并将驻留在网站数据库中的数据同步到POS设备的系统是 披露。 该系统包括:POS设备,用于托管POS应用,具有POS数据库层的POS应用,以及托管网站应用的web服务器,所述网站应用包括网站数据库层。 Web服务器托管一个可公开访问的网站,网站应用程序将网站中的数据输入处理到网站数据库层,POS应用程序与网站应用程序进行通信,以通过互联网协议来统一网站数据库层和POS数据库层。 该系统可用于将餐厅或其他商家的POS预订,订购和电子商务系统与通过网站提供的订单。