公开(公告)号：GB2587942A

公开(公告)日：2021-04-14

申请号：GB202017391

申请日：2019-04-24

Applicant: IBM

Inventor： PATRICK WATSON ,  MARIA CHANG ,  TENGFEI MA ,  ALDIS SIPOLINS

IPC: G06N20/00

Abstract: Techniques that facilitate layered stochastics anonymization of data are provided. In one example, a system includes a machine learning component and an evaluation component. The machine learning component performs a machine learning process for first data associated with one or more features to generate second data indicative of one or more example datasets within a degree of similarity to the first data. The first data and the second data comprise a corresponding data format. The evaluation component evaluates the second data for a particular feature from the one or more features and generates third data indicative of a confidence score for the second data.

公开(公告)号：GB2577465A

公开(公告)日：2020-03-25

申请号：GB202000289

申请日：2018-06-06

Applicant: IBM

Inventor： PATRICK WATSON ,  JAE-WOOK AHN ,  MARIA CHANG ,  SHARAD CHANDRA SUNDARARAJAN

IPC: G06F40/40

Abstract: Systems, methods, and computer program products to perform an operation comprising receiving text input via a chat interface of a tutor application, identifying, by at least one classifier applied to the text input, a concept in the text input, mapping the concept in the text input to at least one of a visual action and a first visual object, generating, based on a first machine learning (ML) model, a first program code statement corresponding to the at least one of the visual action and the first visual object, and executing the first program code statement to modify a visualization interface of the tutor application based on the text input received via the chat interface.

公开(公告)号：GB2575952A

公开(公告)日：2020-01-29

申请号：GB201916747

申请日：2017-12-12

Applicant: IBM

Inventor： PATRICK WATSON ,  RAVINDRANATH KOKKU ,  MARIA CHANG ,  JAE-WOOK AHN

IPC: G06F9/00

Abstract: Techniques facilitating using a blockchain system that integrates the trustworthiness of the blockchain concept with open scientific research by generating a blockchain of the experiments formed, data collected, analyses performed, and results achieved are provided herein. In an example, the blockchain system can form a blockchain representing a research project, wherein the blockchain comprises a first block of research data and a second block of analysis data representing a log of an analysis performed on the research data. Summary blocks and correction blocks can also be added to the blockchain representing the post analysis of the research results. One or more of the subsequent blocks can be linked to the preceding blocks using information in block headers that can also serve to determine whether modifications to the blocks have been performed.