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    • 5. 发明申请
    • METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR PROVIDING TOPIC MODEL WITH WORDING PREFERENCES
    • 方法,设备和计算机程序产品,用于提供具有优先权的主题模型
    • WO2012151743A1
    • 2012-11-15
    • PCT/CN2011/073902
    • 2011-05-10
    • NOKIA CORPORATIONHU, RileLI, WenfengTIAN, JileiWANG, Xiaojie
    • HU, RileLI, WenfengTIAN, JileiWANG, Xiaojie
    • G06F17/30
    • G06N99/005G06F17/30029
    • An apparatus for determining one more preferred words of a user may include a processor and memory storing executable computer program code that cause the apparatus to at least perform operations including implementing a topic model including data associated with one or more word preferences of at least one user. The computer program code may further cause the apparatus to implement a training model of the topic model to generate the word preferences based in part on analyzing training data of the training model. The training data including content associated with one or more determined topics. The computer program code may further cause the apparatus to determine that the word preferences correspond to one or more preferred words of respective users. Corresponding methods and computer program products are also provided.
    • 用于确定用户的一个更优选单词的装置可以包括处理器和存储器,其存储可执行计算机程序代码,其使得所述设备至少执行操作,所述操作包括实现包括与至少一个用户的一个或多个单词偏好相关联的数据的主题模型 。 计算机程序代码还可以使得该装置实现主题模型的训练模型以部分地基于分析训练模型的训练数据来生成单词偏好。 训练数据包括与一个或多个确定的主题相关联的内容。 计算机程序代码还可以使设备确定单词偏好对应于各个用户的一个或多个优选单词。 还提供了相应的方法和计算机程序产品。
    • 7. 发明申请
    • METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR IMPLEMENTING AN INDEX-BASED SEARCH ALGORITHM FOR USE WITH A TRANSLATION PROGRAM
    • 用于实现基于索引的搜索算法的方法,装置和计算机程序产品用于翻译程序
    • WO2008053265A1
    • 2008-05-08
    • PCT/IB2006/003068
    • 2006-10-31
    • NOKIA CORPORATIONNOKIA, INC.WANG, Hao, UlTANG, YuezhongHU, RileWANG, Xia, S.
    • WANG, Hao, UlTANG, YuezhongHU, RileWANG, Xia, S.
    • G06K9/20G06F17/28
    • G06F17/2818
    • Improved methods, apparatus and computer program products implementing an index-based search algorithm for use with a translation program are disclosed herein. In the method, a group of words (such as menu items) are selected for translation from one language to another. Then, an index for use in conducting search-and-match operations during language translation operations is constructed for the group of words. In constructing an index, the frequency of appearance of characters used in the words to be translated is calculated. Then, coverage calculations are made based on various selections of key characters. Next, key characters are chosen based on the coverage calculations. Then, a key character index is constructed using the key characters. In one embodiment, the key character index comprises for each word an identification of which key characters appear in the word, and where the key characters appear in the word. After the key character index is constructed, words not containing key characters are identified in a specific set. The key character index and specific set index are then used during search and match language translation operations.
    • 本文公开了改进的实现与翻译程序一起使用的基于索引的搜索算法的方法,装置和计算机程序产品。 在该方法中,选择一组单词(例如菜单项)以从一种语言翻译成另一种语言。 然后,针对该组组构建用于在语言翻译操作期间进行搜索和匹配操作的索引。 在构建索引时,计算要翻译的单词中使用的字符的出现频率。 然后,根据关键字符的各种选择进行覆盖计算。 接下来,基于覆盖率计算来选择关键字符。 然后,使用关键字符构建关键字符索引。 在一个实施例中,关键字索引包括对于每个单词,在单词中出现哪些关键字符的标识以及该单词中出现关键字符的标识。 在构建关键字符索引之后,在特定集合中识别不包含关键字符的字。 然后在搜索和匹配语言翻译操作中使用关键字符索引和特定设置索引。