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如果包含,则从该文件访问操作获取的文件中移除隐私文件,使隐私文件对该文件访问操作不可见。
If yes, the privacy file is removed from the file obtained by the file access operation, making the privacy file invisible to the file access operation.
从所述隐私文件设置接口获取用户输入的需要隐藏的隐私文件信息。
The privacy file information to be hidden entered by the user is obtained from the privacy file setting interface.
其中,所述隐私目录包括目录本身、目录里的子目录及文件。
The privacy directory includes the directory itself, subdirectories in the directory and files.
和/或,在显示界面上提供文件路径选项或输入框。
And/or, provide file path options or input boxes on the display interface.
拦截单元,适于拦截文件访问操作;
Intercepting unit, suitable for intercepting file access operations;
隐藏处理单元,适于当拦截单元拦截到文件访问操作时,获取该文件访问操作针对的文件信息,将该文件访问操作针对的文件信息与所述隐私文件信息进行比对,判断该文件访问操作针对的文件中是否包含隐私文件;
The hidden processing unit is suitable for obtaining the file information targeted by the file access operation when the interception unit intercepts the file access operation, and comparing the file information targeted by the file access operation with the privacy file information to determine whether the file targeted by the file access operation contains the privacy file;
公开一种向接收者提供新闻和信息的个人化呈现的方法及系统。
A method and system for providing a personalized presentation of news and information to the recipient.
一种计算机网络服务器根据接收者简档偏爱向接收者提供定制的报纸。
A computer network server provides a newspaper tailored to the recipient's profile preferences.
服务器按照主题偏爱搜索并获得被认为是最能使接收者感兴趣的文章内容,按照版面编辑偏爱生成被选内容的表示,并按照指定的计划向接收者交付所述表示。
The server searches and obtains the article content that is considered most interesting to the recipient according to the subject preference, generates a representation of the selected content according to the layout editor preference, and delivers the said representation to the recipient according to the specified schedule.
利用帮助接收者指定首选主题、报纸版面编辑、交付计划和目的地的工具来接收接收者偏爱并将其存储在简档数据库中。
Receive recipient preferences and store them in a profile database with tools that help recipients specify preferred topics, newspaper layout editors, delivery schedules, and destinations.
按照指定主题的相对优先级来安排报纸文章。
Arrange newspaper articles according to the relative priority of a given topic.
一种链接文档的方法、设备和系统,所述方法包括步骤:在企业内部网中提供多个聚类集合,其中每个聚类集合由一个或多个文档组成;
A method, device, and system for linking documents comprises steps to provide a plurality of cluster sets on an enterprise Intranet, where each cluster set consists of one or more documents;
为每个聚类集合创建聚类列表页,以表示该聚类集合中的文档;
Create a cluster list page for each cluster collection to represent the documents in that cluster collection;
以及根据对所述聚类集合和文档内容的分析来构建聚类列表页之间、文档之间和聚类列表页与文档之间的链接。
And based on the analysis of the cluster set and document content, the links between the cluster list pages, between documents and between the cluster list pages and documents are constructed.
本发明有助于自动建立各个独立文档之间的链接,以及可以将链接分析算法应用于对这些文档进行的搜索,以在企业内部网中实现更好的搜索性能。
The invention facilitates the automatic establishment of links between individual documents, and link analysis algorithms can be applied to searches of these documents to achieve better search performance on corporate intranets.
本发明公开了一种英文文献的检索方法,包括:在服务器上创建缓存表、存储表和多个检索单位;
The invention discloses an English literature retrieval method, which comprises: creating a cache table, a storage table and a plurality of retrieval units on a server;
首次检索,客户端上传要检索的英文关键词群到服务器;
For the first search, the client uploads the English keyword group to the server;
将关键词群与服务器上所有第一检索条匹配,将匹配度高的位于前十位的第一检索条所属的检索单位关联的英文文献存储到缓存表中;
The keyword group is matched with all the first search items on the server, and the English literature associated with the search unit belonging to the first ten search items with high matching degree is stored in the cache table;
将关键词群与服务器上所有第二检索条匹配,将匹配度高的位于前十位的第二检索条所属的检索单位关联的英文文献存储到缓存表中;
The keyword group is matched with all the second search items on the server, and the English literature associated with the search unit belonging to the top ten search items with high matching degree is stored in the cache table;
本发明设计的英文文献检索方法,不仅与待测关键词相关度高,且检索速度快。
The English literature retrieval method designed by the invention not only has high correlation with the key words to be measured, but also has fast retrieval speed.
步骤2、首次检索,客户端上传要检索的英文关键词群到服务器上,利用分词器删除关键词群中的非名词和非实意动词,任意一个关键词群至少包括一个名词和一个实意动词;
Step 2. For the first search, the client uploads the English keyword group to be retrieved to the server, and deletes the non-nouns and non-substantive verbs in the keyword group by using the word divider. Any keyword group includes at least one noun and one substantive verb;
步骤3、当进行非首次检索时,客户端上传要检索的英文关键词群到服务器上;
Step 3: When the search is not the first time, the client uploads the English keyword group to be searched to the server;
其中,每个第一匹配组中至少有一个第一检索条;
There is at least one first search bar in each first matching group.
与关键词群中的名词匹配度为零为第一检索为该第一检索条中没有与关键词群中的名词相同的名词。
The first search with a noun in the keyword group whose match degree is zero is a noun that does not have the same name as the noun in the keyword group.
其中,与关键词群中的名词匹配度为零为第二检索条为该第二检索条中没有与关键词群中的名词相同的名词。
Among them, the second search clause with zero matching degree with the nouns in the keyword group is the noun that does not have the same degree with the nouns in the keyword group.
采用本发明的方法,能够根据网页的动态和结构特性,理解、识别系统中多个页面共享的部分(共享分块)以及变化规律不一致的部分(定制化分块),在无人为参与的情况下,动态地进行页面划分,以提供一种具备良好可扩展性的解决方案,降低手动分块的劳力成本。
According to the dynamic and structural characteristics of the web page, the method of the invention can understand and identify the part shared by multiple pages in the system (shared block) and the part with inconsistent change rules (customized block), and dynamically divide the page without human participation, so as to provide a solution with good scalability and reduce the labor cost of manual block.
可广泛应用于动态网页技术领域。
Can be widely used in the field of dynamic web page technology.
本发明公开了一种智能终端及其信息收藏方法,所述信息收藏方法包括:智能终端提取待收藏文档中的收藏信息;
The invention discloses an intelligent terminal and an information collection method thereof. The information collection method comprises: the intelligent terminal extracts the collection information in the document to be collected;
对提取的所述收藏信息进行分析,以确定所述待收藏文档的文档类别;
The collected collection information is analyzed to determine the document category of the documents to be collected;
判断己归类的收藏文档是否存在与所述待收藏文档的文档类别相同且收藏信息相同的文档;
Determine whether there are documents with the same document category and collection information as the documents to be collected in the classified favorites;
在所述己归类的收藏文档不存在与所述待收藏文档的文档类别相同且收藏信息相同的文档时,将所述待收藏文档添加到与其对应的文档类别中。
When there is no document with the same document category and the same collection information as the document to be collected, the document to be collected is added to its corresponding document category.
通过上述方式,本发明能够有效地实现收藏文档的归类存放,方便用户查看,也无需用户自己操作,为用户带来方便,増加用户体验。
By the above method, the invention can effectively realize the classification and storage of the collection documents, convenient for users to view, and does not require users to operate themselves, so as to bring convenience to users and increase user experience.
判断已归类的收藏文档是否存在与所述待收藏文档的文档类别相同且收藏信息相同的文档;
Determine whether there are documents with the same document category and collection information as the documents to be collected in the classified favorites;
在所述已归类的收藏文档不存在与所述待收藏文档的文档类别相同且收藏信息相同的文档时,将所述待收藏文档添加到与其对应的文档类别中。
When the grouped favorites document does not exist with the same document category and the same collection information as the grouped favorites document, the grouped favorites document is added to its corresponding document category.
所述类别确定模块用于对提取的所述收藏信息进行分析,以确定所述待收藏文档的文档类别;
The category determination module is used to analyze the collected collection information to determine the document category of the document to be collected;
所述检测模块用于判断已归类的收藏文档是否存在与所述待收藏文档的文档类别相同且收藏信息相同的文档;
The detection module is used to judge whether there are documents with the same document category and collection information as the documents to be collected in the classified favorites.
所述归类模块用于在所述已归类的收藏文档不存在与所述待收藏文档的文档类别相同且收藏信息相同的文档时,将所述待收藏文档添加到与其对应的文档类别中。
The categorization module is used to add the collectible document to its corresponding document category when the collectible document does not exist with the same document category and the same collection information as the collectible document.
若是,则将该或者该些匹配的记录条目对应的关联地址作为所述登录用户的关联地址。
If so, the associated address corresponding to the matching record entry or entries is taken as the associated address of the login user.
所述确定关联地址的方法,减少了登录用户修改关联地址和录入新的关联地址的工作,使所述登录用户的操作更加方便快捷;
The method of determining the associated address reduces the work of the login user to modify the associated address and enter a new associated address, so that the operation of the login user is more convenient and quick;
同时也减少了因所述登录用户忽略关联地址的修改和录入导致的寄送失败的次数。
It also reduces the number of delivery failures caused by the login user ignoring the modification and entry of the associated address.
该方法包括:获取输入的文本流;
The method includes: obtaining the input text stream;
对文本流进行分词,获取候选词集;
The text stream is segmented and the candidate word set is obtained.
统计候选词集中各候选词在文本流中出现的当前频率,获取各候选词在预先存储的历史数据中的各历史频率;
The current frequency of each candidate word in the text stream in the candidate word set is counted, and the historical frequency of each candidate word in the pre-stored historical data is obtained.
根据候选词的当前频率以及各历史频率计算该候选词的频率异常性值,在历史数据中存储该候选词的当前频率信息并输出预定数目的频率异常的候选词。
The frequency anomaly value of the candidate word is calculated according to the current frequency of the candidate word and each historical frequency. The current frequency information of the candidate word is stored in the historical data and a predetermined number of candidates with abnormal frequency are output.
应用本发明,可以扩展热点词的挖掘范围、提高热点词挖掘效率。
By applying the invention, the mining scope of hot words can be extended and the mining efficiency of hot words can be improved.
本发明涉及一种用于对计算机信息进行管理的属性式目录结构浏览方法,针对传统目录结构浏览方法只能显示出上下级目录及枝端信息元素之间的关系的缺陷,本发明在传统目录浏览界面中增加了属性区和查询区,其中,在目录区内显示根目录及相应的下级目录,在属性区内显示当前为被选状态的目录中所包含的各个枝端信息元素所具有的全部属性,在枝端区内显示当前为被选状态的目录中所包含的所有枝端信息元素,在查询区可输入欲查询的属性。
The invention relates to an attribute-type directory structure browsing method for computer information management. Aiming at the defect that the traditional directory structure browsing method can only display the relationship between the upper and lower directories and the information elements at the branch end, the invention adds an attribute area and a query area in the traditional directory browsing interface, in which the root directory and the corresponding subordinate directory are displayed in the directory area.
通过上述方案,本发明的方法可支持通过目录进行浏览,通过目录与属性对枝端信息元素进行选择,以及通过属性与目录结构相结合对枝端信息元素进行查询等,从而可适用于更复杂的计算机信息管理。
Through the scheme, the method of the invention can support browsing through directories, selecting end-information elements through directories and attributes, and querying end-information elements through the combination of attributes and directory structure, etc., so as to be suitable for more complex computer information management.
针对现有技术的商品防伪查询系统中,电子标签读取查询设备使用不方便,容易被仿制的缺点,公开了一种电子标签读取查询设备及其防伪查询方法。
In view of the shortcomings of the electronic label reading query device which is inconvenient to use and easy to be copied in the commodity anti-counterfeiting query system of the prior art, an electronic label reading query device and its anti-counterfeiting query method are disclosed.
本发明的电子标签读取查询设备,增加了本地数据库,可以存储一些简单常用的商品信息,在未联网的情况下,可以满足基本的商品查询要求,使用非常简便,适合流动场合的应用。
The electronic label reading query device of the invention adds a local database, can store some simple and commonly used commodity information, can meet the basic commodity query requirements in the case of no networking, is very simple to use, and is suitable for mobile applications.
也可以通过连接服务器数据库进行详细的商品信息查询和防伪查询。
It can also be connected to the server database for detailed commodity information query and anti-counterfeiting query.
而且本发明的电子标签读取查询设备还具有唯一的识别标识,可以通过与服务器数据库的通信联系,核实设备身份,维护商品防伪查询的权威性,提高防伪查询的准确性。
Moreover, the electronic label reading query device of the invention also has a unique identification identifier, which can verify the identity of the device through communication with the server database, maintain the authority of the commodity anti-counterfeiting query, and improve the accuracy of the anti-counterfeiting query.
本发明主要用于商品识别和防伪查。
The invention is mainly used for commodity identification and anti-counterfeiting inspection.
本发明公开了一种检测网站隐私内容是否暴露的方法、装置和云监控系统,该方法包括:接收检测指定网站的隐私内容的请求;
The invention discloses a method, a device and a cloud monitoring system for detecting whether the privacy content of a website is exposed. The method comprises: receiving a request for detecting the privacy content of a specified website;
根据所述爬取的全部内容判断所述指定网站的隐私内容是否暴露在网站上,或者,将所述爬取的全部内容返回给请求方,以便请求方核对所述指定网站的隐私内容是否暴露在网站上。
Determine whether the privacy content of the specified website is exposed on the website according to all content crawled, or return all content crawled to the requesting party so that the requesting party can check whether the privacy content of the specified website is exposed on the website.
本发明提供的技术方案根据网站管理者的需求,为网站管理者提供了获知指定网站的信息公开情况的服务,使得网站管理者能够及时有效地获知指定网站的信息公开情况,避免网站隐私信息的泄漏,符合网站管理需求。
According to the requirements of website administrators, the technical solution provided by the invention provides the service for website administrators to know the information disclosure of the designated website, so that website administrators can promptly and effectively know the information disclosure of the designated website, avoid the leakage of website privacy information, and meet the requirements of website management.
本发明开了一种应用程序中垃圾文件数量的标识方法及终端,该方法包括:获取所述应用程序中垃圾文件的数量;
The invention discloses a method and a terminal for identifying the number of garbage files in the application program. The method comprises: obtaining the number of garbage files in the application program;
根据所述垃圾文件的数量确定第一标识信息,所述第一标识信息用于标识所述垃圾文件的数量级别;
The first identification information is determined according to the quantity of the garbage file, and the first identification information is used to identify the quantity level of the garbage file;
根据所述第一标识信息设置所述应用程序对应的应用图标的图标属性,以使得用户通过所述应用图标的图标属性获知所述应用程序中所述垃圾文件的数量级别。
The icon attribute of the application icon corresponding to the application program is set according to the first identification information so that the user can know the quantity level of the junk file in the application program through the icon attribute of the application icon.
根据所述垃圾文件的数量所属的数量区间确定所述垃圾文件的数量级别;
The quantity level of the junk file is determined according to the quantity interval to which the quantity of the junk file belongs;
根据所述垃圾文件的数量级别确定第一标识信息。
The first identification information is determined based on the quantity level of the junk file.
若否,则执行根据所述第一标识信息设置所述应用程序对应的应用图标的图标属性的步骤。
If not, the step of setting the icon properties of the application icon corresponding to the application is performed according to the first identification information.
若是,则执行获取所述应用程序中垃圾文件的数量的步骤。
If so, perform steps to get the number of junk files in the application.
确定模块,用于根据所述垃圾文件的数量确定第一标识信息,所述第一标识信息用于标识所述垃圾文件的数量级别;
The determining module is used to determine the first identification information according to the number of the garbage file, and the first identification information is used to identify the number level of the garbage file;
设置模块,用于根据所述第一标识信息设置所述应用程序对应的应用图标的图标属性,以使得用户通过所述应用图标的图标属性获知所述应用程序中所述垃圾文件的数量级别。
The setting module is used to set the icon attribute of the application icon corresponding to the application program according to the first identification information so that the user can know the quantity level of the junk file in the application program through the icon attribute of the application icon.
所述设置模块,具体用于在所述应用程序对应的应用图标的图标属性中的第二标识信息与所述第一标识信息不同时,根据所述第一标识信息设置所述应用程序对应的应用图标的图标属性。
The setting module is specifically used to set the icon attribute of the application icon corresponding to the application program according to the first identifier information when the second identifier information in the icon attribute of the application icon corresponding to the application program is different from the first identifier information.
所述获取模块,具体用于在达到预设更新时间时,获取所述应用程序中垃圾文件的数量。
The fetch module is specifically used to obtain the amount of junk files in the application when a preset update time is reached.
本发明提供了一种基于未标记数据的数字图像分类方法。
The invention provides a digital image classification method based on unlabeled data.
该方法包括以下步骤:(1)用户从包含己分类图像与未分类图像的多标记图像库中选择查询图像,包括相关图像和不相关图像;
The method consists of the following steps: (1) The user selects the query image from the multi-label image library containing classified image and unclassified image, including related image and unrelated image;
该方法能够有效利用大量未分类图像对数字图像的所有可能类别进行分类。
This method can effectively use a large number of unclassified images to classify all possible categories of digital images.
本发明公开了一种基于动态副本策略的文件存储系统,包含:文件热度计算模块,用于计算周期时间内存储的各文件的热度及周期时间内所有存储文件的平均热度;
The invention discloses a file storage system based on a dynamic copy strategy, which comprises: a file heat computing module for calculating the heat of each file stored within a cycle time and the average heat of all stored files within a cycle time;
多个存储模块,用于存储数据及访问数据;
Multiple storage modules for storing and accessing data;
分别与文件热度计算模块及多个存储模块连接的主控制模块;
The main control module is connected to the file heat computing module and several storage modules respectively;
所述的主控制模块用于根据存储文件的热度动态调整存储文件的副本数;
The main control module is used to dynamically adjust the number of copies of the stored file according to the heat of the stored file;
与主控制模块连接的编码解码模块,用于根据存储文件的副本数对符合编码条件的存储文件进行纠删码编码。
The encoding and decoding module connected to the main control module is used to encode the erasure codes of the stored files that meet the encoding conditions according to the number of copies of the stored files.
本发明还公开了一种文件存储方法。
The invention also discloses a file storage method.
搜集标准无人船在典型海域中遇到障碍物时的标准相关数据,并将标准相关数据存入数据库;
Collect the standard-related data of standard unmanned ships when they encounter obstacles in typical sea areas, and store the standard-related data into the database;
当标准无人船在实际海域中航行时,搜集标准无人船在典型海域中遇到障碍物的实际相关数据;
When the standard unmanned ship navigates in the actual sea area, the actual relevant data of the obstacles encountered by the standard unmanned ship in the typical sea area are collected.
将实际相关数据与完整样本库中数据进行对比,得到对应的实际样本类型;
By comparing the actual relevant data with the data in the complete sample database, the corresponding actual sample type is obtained.
根据所述实际样本类型规划标准无人船路径。
Plan the standard unmanned vessel path according to the actual sample type described.
本发明其可以在样本数据有限的情况下,使规划结果精度高、误差小,并且所述方法的自主性好、稳定性强。
The invention can make the planning result with high precision and small error under the circumstance of limited sample data, and the method has good autonomy and strong stability.
本发明的车道线重构装置能够较好地适应光照变化、道路阴影、车道线间断以及障碍物等复杂环境,而且不用对图像进行预处理,提高了实时性以及对变曲率弯道重构的准确性。
The lane line reconstruction device of the invention can better adapt to the complex environment such as light change, road shadow, lane line discontinuity and obstacles, and does not need to preprocess the image, improving the real-time performance and the accuracy of the reconstruction of the curve with variable curvature.
起始点搜索模块接收由图像采集模块输出的车辆前方道路环境图像,在图像的感兴趣区内,利用灰度特征和梯度特征1,搜索左车道线和右车道线的起始点所在块,将搜索到的起始点所在块输出至自适应二值化模块,将搜到的起始点所在块的搜索点输出给正向搜索丰旲块;
The starting point search module receives the road environment image in front of the vehicle output by the image acquisition module. In the interest area of the image, using gray feature and gradient feature 1, it searches for the block where the starting point of the left lane line and the right lane line is located, outputs the searched starting point of the block to the adaptive binarization module, and outputs the search point of the searched starting point to the positive search fengshe block.
正向搜索模块在图像感兴趣区中,根据起始点所在块的搜索点,利用灰度特征和梯度特征1,从下至上逐个搜索出车道线外侧边缘线所在块,并将每次搜索到的块输出给自适应二值化模块,当车道线发生转弯时将搜索到的块的搜索点输入变向搜索模块,当车道线发生了间断时将搜索到的块的搜索点输入间断搜索模块;
In the area of interest of the image, the forward search module uses gray feature and gradient feature 1 to search the blocks where the outer edge lines of the lane lines are located one by one from bottom to top according to the search points of the blocks where the starting points are located, and outputs the searched blocks each time to the adaptive binarization module. When the lane lines turn, the search points of the searched blocks are entered into the change direction search module.
变向搜索模块利用灰度特征和梯度特征2,搜索发生转弯后的车道线外侧边缘线所在块,并输出标记为转弯的块给自适应二值化模块;
The variable direction search module uses gray feature and gradient feature 2 to search the block where the outer edge line of the lane line after the turn occurs, and outputs the block marked as the turn to the adaptive binarization module.
间断搜索模块利用灰度特征和梯度特征1,搜索发生间断后的车道线起始点所在块,并输出给自适应二值化模块,将起始点所在块的搜索点输入正向搜索模块继续进行车道线搜索;
The discontinuity search module uses gray feature and gradient feature 1 to search the block where the start point of the lane line is located after the discontinuity occurs, and outputs it to the adaptive binarization module. The search point of the block where the start point is located is entered into the forward search module to continue the lane line search.
在搜索范围内搜索梯度特征1值最大的搜索点及块,并确定该块的灰度特征值,若该块的灰度特征值大于灰度特征的阈值,且梯度特征1值大于梯度特征1的阈值,则找到包含车道线的块;
In the search range, search points and blocks with the largest value of gradient feature 1 are searched, and the gray feature value of the block is determined. If the gray feature value of the block is greater than the threshold value of gray feature and the value of gradient feature 1 is greater than the threshold value of gradient feature 1, the block containing lane lines is found.
根据搜索点的7值确定11:#[0,45]时,11取9;
According to the 7 value of the search point, when 11: #[0,45], 11 is 9;
当5^(45,90]时,11取5;
When 5^(45,90), 11 is 5;
如果存在,找到左车道线起始点所在块,根据左车道线起始点设置右车道线起始点的搜索区域,并寻找满足起始点条件的像素点,如果存在,则找到右车道线起始点所在块,否则图片中不存在右车道线;
If it exists, find the block where the start point of the left lane line is located, set the search area of the start point of the right lane line according to the start point of the left lane line, and look for pixels that meet the conditions of the start point. If it exists, find the block where the start point of the right lane line is located; otherwise, there is no right lane line in the picture.
所述的起始点条件包括:(1)利用梯度特征1扩展的像素点对应的块的灰度特征值大于灰度特征的阈值,且该块的梯度特征1值大于梯度特征1的阈值;
The starting point conditions include: (1) the gray feature value of the block corresponding to the pixel point extended by gradient feature 1 is greater than the threshold value of the gray feature, and the value of gradient feature 1 of the block is greater than the threshold value of gradient feature 1;
当搜索右车道线时,需搜索到的左车道线没有出现变向,并且左车道线的起点斜率和终点斜率之差大于0.4。
When the right lane line is searched, the left lane line that needs to be searched does not change direction, and the difference between the start slope and the end slope of the left lane line is greater than 0.4.
本发明提供一种查询装置、使用查询装置的商品的查询方法,以及使用查询装置的身份证件的查询方法。
The invention provides a query device, a query method for commodities using the query device, and a query method for identity documents using the query device.
一种多网盘下的增量纠删码存储方法及系统。
The invention relates to an incremental erasure code storage method and system under multiple web disks.
多网盘下的增量纠删码存储方法包括:文件首先划分为若干“文件块”,并对“文件块”采用纠删码算法转化为若干“纠删数据块”,最后将全部“纠删数据块”分散存储在多个网盘中,并提供“文件块”级别的去冗余存储。
The incremental erasure code storage method for multiple web disks includes: dividing files into file blocks, converting the file blocks into erasure data blocks using the erasure code algorithm, and storing all erasure data blocks on multiple web disks.
多网盘下的增量纠删码存储系统包括:“网盘”装置,负责存储文件的数据内容;
The incremental erasure code storage system on multiple web disks includes: Web disk device, which is responsible for storing the data content of files;
本发明能够有效地提高基于多网盘存|储系统的可靠性、访问效率及空间利用率。
The invention can effectively improve the reliability, access efficiency and space utilization rate of the | storage system based on multi-web disk storage.
通过根据文本确定文本特征并将文本特征变换为主题特征来对该文本进行分类。
The text is classified by identifying the text features based on the text and transforming the text features into thematic features.
使用判别主题模型针对每一个主题特征来确定分数。
The discriminant topic model is used to determine scores for each topic feature.
该模型包括对主题特征进行操作的分类器,其中,通过变换根据文本特征来确定主题特征,并且变换被优化以最大化相对于不正确的类的分数的正确的类的分数。
The model includes classifiers that operate on topic features, where the topic features are determined by transformations based on text features, and the transformations are optimized to maximize the score of the correct class relative to the score of the incorrect class.
接着,选择针对文本具有最高分数的类标签。
Next, select the class label that has the highest score for the text.