International Business Machines Corporation

Wei Hong Qian

Shixia Liu

Zhong Su

Sheng Hua Bao

Honglei Guo

Michelle Xue Zhou

Nan Cao

Shimei Pan

Li Ni Zhang

Fei Wang

Qiang Zhang

Yang Song

Shiwan Zhao

Lei Shi

Min Li

Keke Cai

Davide Pasetto

Jimeng Sun

Zhili Guo

Wei Cai

Chang Hua Sun

Dong Xu Duan

Yangqiu Song

Xiao Xiao Lian

A method, apparatus and system for processing webpage data. The method includes: in response to a webpage being opened, sending a link contained in the webpage to a network side device; receiving a group identification from the network side device, the group identification being determined by the network side device according to the link and used to specify a group the link belongs to; determining whether there is a browsed link belonging to the group specified by the group identification; and in response to determining there is a browsed link belonging to the group specified by the group identification, prompting that webpage content pointed by the link contained in the webpage has been browsed.

Processing webpage data

A method for categorizing a use scenario of a product is disclosed. The method includes extracting, from a text describing the use scenario of the product, at least one feature tuple capable of characterizing the use scenario and performing a latent semantic association analysis on the at least one feature tuple to obtain a latent topic sequence for the use scenario. Further, the method includes determining a product scenario category to which the use scenario belongs according to the latent topic sequence for the use scenario. Additionally, a corresponding apparatus is also disclosed.

Categorizing a use scenario of a product

A method and apparatus for generating a document structure. The method includes the steps of: aligning various parts in the first version and the second version in at least one pair of historical versions among a plurality of historical versions of a document; dividing the first version and the second version into a plurality of blocks on the basis of a Levenshtein distance between the aligned parts; evaluating a level of the block in the document structure on the basis of text features of the block among the plurality of blocks; and generating the document structure on the basis of a position of the block according to an evaluation result. An apparatus for generating a document structure is also provided. According to the present invention, document structures can be more conveniently and rapidly generated.

Generating a document structure using historical versions of a document

An authentication method can include, a random expression prompt, recording of the user's expression actions, and an authentication result. This is completed using a terminal device configured to display authentication information, record the user's inputted information, and send an authentication result. The terminal device may be further configured to package an authentication result, and send it to an authentication server. Subsequent actions of the user are allowed or denied based on the authentication result.

Secure face authentication with liveness detection for mobile

Visualizing content change of a data collection over time. A topic may be split into multiple linear, non-overlapping sub-topics along a timeline by satisfying a diverse set of semantic, temporal, and visualization constraints simultaneously. For each derived sub-topic, a set of representative keywords may be automatically selected to summarize the main content of the sub-topic.

Temporal topic segmentation and keyword selection for text visualization

The invention provides a method and system for visualization of a data set, the method comprises: dividing the data set into a plurality of information layers based on different information dimensions; and visually processing the plurality of information layers based on different information dimensions, respectively, in order to present respective views of the plurality of information layers. In the present invention, by visualizing the data set through presenting different overviews of the data set from different information dimensions, respectively, the presentation of comprehensive information of the data set to a data set analyst is ensured while distortion of presented contents as well as visual clutter are prevented.

Method and system for visualization of data set

A method and an apparatus for identifying sub-graphs similar to a sample sub-graph from a network, in particular for identifying similar community structures from a network, are disclosed. Specifically, when a sample sub-graph is a community structure, it usually contains a plurality of nodes densely associated with each other. The method proposes first screening the network via key nodes of community structures so as to find sub-graph candidates that are potentially similar to the sample sub-graph, then strictly comparing the sub-graph candidates with the sample sub-graph to find similar sub-graphs of the sample sub-graph.

Method and apparatus for identifying similar sub-graphs in a network

A method and system of producing a visual text summarization. According to the method, a plurality of topics may be extracted from a collection of text documents, where each of the topics comprises a distribution of topic keywords. An importance ranking for each of the topics may be determined, and an importance ranking for each of the topic keywords of a topic may also be determined. A graph may be displayed having a plurality of stacked layers representing a group of topics selected from the plurality of topics based on the importance ranking of the topics. A keyword cloud within each layer of the graph may also be displayed, where the one keyword cloud is a group of topic keywords selected from the extracted topic keywords based on the importance ranking of the extracted topic keywords.

Producing a visual summarization of text documents

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Beijing, China

Wei Hong Qian