International Business Machines Corporation

Ang Yi

Jun Hong Zhao

Alan T Yaung

Hui Huang

Hai Cheng Wang

Lei Zhang

Rajesh M Desai

Ya Juan Tong

Dong Li

Hui Liu

Ye Qing Chen

Lu Huang

Xue Lan Zhang

Ming Chi

Wen-Chin Hsieh

Xiang Shi

Song Bai

Xue Mei Deng

Yang Zhong Li

Xue Mei D Deng

Jing Chen

Nazrul Islam

Dong Rui Li

Xue Xu

Xiao Jian Lian

Jung Hong Zhao

Lu L L Huang

A computer-implemented method for text block segmentation includes determining a first text block segmentation pattern utilized to generate a segmented text block based, at least in part, on a comparison of semantic information associated with the segmented text block and a plurality of predefined types of text block segmentation patterns indicated by a graph; calculating a first degree of confidence in a size of the segmented text block based, at least in part, on comparing semantic entities associated with the segmented text block with semantic entities indicated by leaf nodes stemming from a first non-leaf node included in the graph and representative of the first type of text block segmentation pattern; and determining that the size of the segmented text block is non-optimal based on the calculated degree of confidence in the size of the segmented text block being below a predetermined threshold.

Text block segmentation

Disclosed embodiments provide techniques for monitoring and evaluating the effectiveness of key value pairs (KVPs) used in a document processing system. In embodiments, KVPs are obtained from multiple extractors of a document processing system. A score is computed for the KVPs by computing an effectiveness metric for each KVP from the multiple KVPs. In response to the computed score being below a predetermined threshold, a model retraining process is performed to generate a new set of KVP extractors, and provide the new set of KVPs to the document processing system.

Dynamic optimization of key value pair extractors for document data extraction

In an approach, a processor identifies a plurality of text separators in a borderless table, a text separator of the plurality of text separators defining a non-text region between two consecutive text lines in the borderless table. A processor classifies the plurality of text separators into a number of target clusters comprised in a target group based on property information related to the plurality of text separators, the number of target clusters corresponding to a number of separator types. A processor provides indication information to indicate respective separator types of the plurality of text separators based on a result of the classifying.

Line item detection in borderless tabular structured data

Embodiments of the present disclosure relate to a method, system, and computer program product for webpage customization. In some embodiments, a method is disclosed. According to the method, a webpage to be provided to a user is obtained. The webpage comprises at least a first element having a first set of style attributes. A second element matching the first element is determined from a set of elements customized for the user. The second element has a second set of style attributes. The webpage is customized for the user by applying at least part of the second set of style attributes to the first element. The customized webpage is provided to the user. In other embodiments, a system and a computer program product are disclosed.

Webpage customization

A computer transforms content of a composite table into structured data objects. The computer receives a composite table and identifying a data zone characterized by data columns, and a header zone. The computer identifies first header cells arranged coextensive with a single data column and second header cells arranged coextensive with a set of data columns. The computer generates a hierarchical representation of said header cells, based at least in part, on the header cell arrangements. The computer generates a revised table based on the hierarchical representation, with the first header cells identifying a data column and the second header cells identify a first header cell. The computer generates structured data objects representing the zones and being arranged based, at least in part, on the revised table and where the structured data objects are keyed to the first header cells.

Transformation of composite tables into structured database content

In an approach, data of a plurality of points is sampled in a target area, wherein the data of each point of the plurality of points comprises position information and a height value. A first area of a target area is determined, wherein the height value of each point of the plurality of points in the first area complies with a first range. A second area of the target area is determined, wherein the height value of each point of the plurality of points in the second area complies with a second range. A third area of the target area is determined, wherein the height value of each point of the plurality of points in the third area complies with a third range. A first pattern is generated, wherein the first pattern is a combination of the first area and the third area.

Recognition for overlapped patterns

A method for replaying operations on a widget in a graphical user interface (GUI) includes acquiring, from an operation record, operation information related to the widget and a first unique identification (UID) of the widget. A widget having a second UID is determined, wherein the second UID is generated based on a call stack for creating the widget in the GUI. The second UID is the same as the first UID. It may be determined whether the widget on the GUI is operable. An operation is executed on the widget according to the operation information related to the widget.

Replaying operations on widgets in a graphical user interface

There is provided a computer-implemented method of testing an application. The method, responsive to first mark data being included in second mark data, obtains second temporary test scripts for testing at least one test case of the second version of the application, wherein the second temporary test scripts being recorded with the second mark data. The method obtains a second correspondence between increased test data and increased data in the second mark data compared with the first mark data. The method substitutes the test data and the increased test data for the second mark data in the second temporary test scripts based on both the first and second correspondences to obtain second test scripts for testing the at least one test case of the second version of the application.

Generating test scripts for testing a network-based application

Methods and apparatus, including computer program products, implementing and using techniques for event processing in a content management system. In response to determining that an inter-dependence exists between two or more events in the content management system, a same group event key is assigned to each inter-dependent event. All events having the same group event key are distributed to a same event processing node on a consistent hashing ring.

Scalable parallel messaging process

Methods for event processing in a content management system. In response to determining that an inter-dependence exists between two or more events in the content management system, a same group event key is assigned to each inter-dependent event. All events having the same group event key are distributed to a same event processing node on a consistent hashing ring.

There is provided a computer-implemented method of testing an application. The method obtains first temporary test scripts for testing at least one test case of a first version of the application, and the first temporary test scripts are recorded with first mark data used for testing the first version of the application. The method obtains a first correspondence between the first mark data and test data. The method substitutes the test data for the first mark data in the first temporary test scripts based on the first correspondence to obtain first test scripts for testing the at least one test case of the first version of the application.

An emotion function chain may be generated from an email thread and displayed to a user in one or more windows on a computer display of a computer system. An email content analyzer may extract emotion indicators from the body of an email within the email thread. Using the emotion indicators, an attitude factor for an email may be determined. The attitude factors determined from each email within the email thread may be pictorially depicted in the emotion function chain. In response to a user interaction with a pictorial depiction of an attitude factor within the emotion function chain, a second window may generated to display the body of the email used to calculate the attitude factor interacted with.

Growing community of inventors

Beijing, China

Ang Yi