International Business Machines Corporation

Ke Zhu

ChunHui Yang Higgins

William Patrick Higgins

Bo Zhang

Peter J Parente

Richard A Gebhardt

Yan Huang

Xia Tian Zhang

Li Yi

Alexander Sobran

Pu Yang

Wen Bing Li

Yang Che

Xue Xiang Cui

Liwei Wang

Xinsheng Mao

Jian Hua Geng

Techniques are described for collecting customer data through a software application in order to optimize registration form to maximize registration success rates, based on a user engagement score related to user's interest, needs, registration behavior patterns, and source of user. In some examples, a method includes evaluating user data indicating interactions of a user with a software application. The method further includes determining a user engagement score for the user based at least in part on the user data. The method further includes determining, based at least in part on the user engagement score, a number and a type of one or more registration fields. The method further includes outputting the one or more registration fields to a display device based at least in part on a triggering event.

Optimizing registration fields with user engagement score

Training data identifying a plurality of pairs is received. Each pair identifies one or more separate code snippets known to resolve a respective issue of a plurality of issues. For each pair of the plurality of pairs, a respective issue representation of core content of the respective issue and a linear expression of the one or more separate code snippets in a respective code representation is constructed and a model to correlate the respective code representation as resolving the respective issue representation is trained. The model is queried with a new issue and a selected one of the one or more separate code snippets. The model returns a classification indicating whether the selected one of the one or more separate code snippets is likely to resolve the new issue.

Code recommender for resolving a new issue received by an issue tracking system

A mechanism is provided in a data processing system to implement a chat topic identification system for identifying chat topics in a multi-user messaging platform. The chat topic identification system receives a plurality of chat messages submitted to a communication channel in the multi-user messaging platform, performs cognitive content language analysis, cognitive personality analysis, cognitive tone analysis, social data analysis, and conversation feature analysis. The chat topic identification system stores results in a user profile associated with the user to form a user profile. A new conversation prediction engine determines a conversation separation score representing a likelihood that a new conversation is being started in the communication channel. A new conversation separation recommendation engine generates a conversation separation recommendation based on the conversation separation score.

Identifying different chat topics in a communication channel using cognitive data science

A method and a system for creating an internationalized Web application are provided. The method comprises loading a Web page into a browser in response to an operation of activating the browser by a user; scanning a Document Object Model (DOM) tree of the Web page to find all contents which possibly need to be translated in the Web page, and marking the contents visibly on the browser; collecting information related to contents to be translated corresponding to a direct selection made by the user in the contents which are identified as possibly needing to be translated in response to the selection; and extracting the contents to be translated from the Web page according to the collected information and storing the contents to be translated, and storing translated contents corresponding to the contents to be translated.

System and method for creating an internationalized web application

A mechanism is provided for managing data storage in a distributed virtual environment. A write access request to a virtual machine in the distributed virtual environment is received from a user, the virtual machine running on a hypervisor node in the distributed virtual environment. The data associated with the write access request is cached at the hypervisor node. The user is notified of a completion of the write access request. The cached data is transmitted to a storage node in the distributed virtual environment, the storage node providing physical storage to the virtual machine.

Managing data storage in distributed virtual environment

In a field of software configuration, a technology of migrating and configuring software rapidly by determining a correspondence between device specific information and a specific configuration file location recording such information. According to one aspect of the present invention, a method for software fast configuration is provided comprising: obtaining and analyzing a software configuration program to identify a method related to the device specific information in the software configuration program; adding an identification to the device specific information obtained by the method related to the specific device information; and determining a correspondence between the device specific information and its record location in a software configuration file based on the added identification. According to the technical solution of the present invention, the correspondence between the record location in the configuration file and the device specific information may be automatically recorded and/or may be used for rapid configuration of software.

Rapid configuration of software

Growing community of inventors

Cary, NC, United States of America

Ke Zhu