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    • 2. 发明申请
    • METHOD AND APPARATUS FOR RECOMMENDING INFORMATION USING A HYBRID ALGORITHM
    • 使用混合算法推荐信息的方法和装置
    • US20110035388A1
    • 2011-02-10
    • US12670248
    • 2008-04-14
    • Sung-Bin IMSe-Rin Hong
    • Sung-Bin IMSe-Rin Hong
    • G06F17/30
    • G06Q30/02
    • A method and apparatus for recommending information is provided. When a client accesses a server and requests 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 a number of neighborhood groups including clients having preferences similar to a preference of the client, and generates and transmits first item information on a number of items preferred by the clients of the neighborhood group to the client. The client extracts second item information to be recommended to a user by filtering the first item information with second preference information. Information is filtered respectively by the server and the client by using different algorithms. Accordingly, it is possible to improve the accuracy and 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信息时,服务器确定客户端是否包括在有意义的集合(MS)中,并且基于客户端的访问历史来生成客户端的首选偏好信息,或者基于由客户端直接输入的附加信息 客户端。 然后,服务器选择多个邻居组,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多个项目的第一项信息。 客户端通过用第二偏好信息过滤第一项信息来提取给用户推荐的第二项信息。 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,可以提高推荐信息的准确性和速度。
    • 9. 发明授权
    • Method and apparatus for multi-language user selection and currency conversion
    • 用于多语言用户选择和货币转换的方法和装置
    • US08636204B2
    • 2014-01-28
    • US13342184
    • 2012-01-02
    • Sung Bin Im
    • Sung Bin Im
    • G07F19/00
    • G07F7/005G06Q20/20G06Q20/381G06Q40/00G07F19/201
    • A method and apparatus for facilitating a business transaction wherein a merchant/operator is presented with transaction-related information in the operator's preferred language and currency, wherein the customer is presented with transaction-related information in the customer's preferred language and currency, and wherein the customer's language and currency are different from the operator's language and currency. This allows persons who speak different languages and who are used to conducting transactions in different currencies to readily engage in business transactions. The method and apparatus can be employed, for example, in a credit card or debit card terminal, thereby allowing a merchant to easily accommodate tourists from foreign countries. The customer's language and/or currency preferences may be obtained from a credit card/debit card, cellular telephone, smart card, or other portable memory medium prior to or during the transaction, thereby obviating the need to manually select a preferred a language and currency for each transaction.
    • 一种用于促进商业交易的方法和装置,其中向商家/运营商呈现与运营商的首选语言和货币相关的交易相关信息,其中以客户的首选语言和货币呈现与交易相关的信息,并且其中, 客户的语言和货币与运营商的语言和货币不同。 这允许使用不同语言和习惯于以不同货币进行交易的人容易进行商业交易。 该方法和装置可以用于例如信用卡或借记卡终端,从而允许商家容易地容纳来自外国的游客。 客户的语言和/或货币偏好可以在交易之前或期间从信用卡/借记卡,蜂窝电话,智能卡或其他便携式存储介质获得,从而避免需要手动选择优选的语言和货币 为每笔交易。