公开(公告)号：US20170185660A1

公开(公告)日：2017-06-29

申请号：US15460435

申请日：2017-03-16

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Stephen M. Chu ,  Ning Duan ,  Min Gong ,  Junchi Yan ,  Xuan Zhang

IPC: G06F17/30

CPC classification number: G06F17/30699 ,  G06F17/289 ,  G06F17/30557 ,  G06F17/30669 ,  G06F17/30684 ,  G06F17/30864 ,  G06F17/30867

Abstract: Embodiments include a system, method, and computer program product for foreign organization name matching. Aspects include receiving a first entity name from a first database configured in a first language and receiving a second database, wherein the second database includes a plurality of entity names in a second language, wherein the first and second languages are different. Aspects also include performing an Internet search based on the first entity name, wherein a language setting of the Internet search is configured to the second language and identifying a list of candidate names based on a set of results from the Internet search. Another aspect includes filtering the list to obtain a resulting candidate name and determining whether the resulting candidate name matches one of the entity names in the second database. Aspects include associating the first entity name and a matching entity name in the second database based on the determination.

公开(公告)号：US09830384B2

公开(公告)日：2017-11-28

申请号：US14926200

申请日：2015-10-29

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Stephen M. Chu ,  Ning Duan ,  Min Gong ,  Junchi Yan ,  Xuan Zhang

IPC: G06F17/30 ,  G06F17/28

CPC classification number: G06F17/30699 ,  G06F17/289 ,  G06F17/30557 ,  G06F17/30669 ,  G06F17/30684 ,  G06F17/30864 ,  G06F17/30867

Abstract: Embodiments include a system, method, and computer program product for foreign organization name matching. Aspects include receiving a first entity name from a first database configured in a first language and receiving a second database, wherein the second database includes a plurality of entity names in a second language, wherein the first and second languages are different. Aspects also include performing an Internet search based on the first entity name, wherein a language setting of the Internet search is configured to the second language and identifying a list of candidate names based on a set of results from the Internet search. Another aspect includes filtering the list to obtain a resulting candidate name and determining whether the resulting candidate name matches one of the entity names in the second database. Aspects include associating the first entity name and a matching entity name in the second database based on the determination.

公开(公告)号：US09659086B1

公开(公告)日：2017-05-23

申请号：US15131281

申请日：2016-04-18

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Stephen M. Chu ,  Ning Duan ,  Min Gong ,  Junchi Yan ,  Xuan Zhang

IPC: G06F17/30

CPC classification number: G06F17/30699 ,  G06F17/289 ,  G06F17/30557 ,  G06F17/30669 ,  G06F17/30684 ,  G06F17/30864 ,  G06F17/30867

Abstract: Embodiments include a system, method, and computer program product for foreign organization name matching. Aspects include receiving a first entity name from a first database configured in a first language and receiving a second database, wherein the second database includes a plurality of entity names in a second language, wherein the first and second languages are different. Aspects also include performing an Internet search based on the first entity name, wherein a language setting of the Internet search is configured to the second language and identifying a list of candidate names based on a set of results from the Internet search. Another aspect includes filtering the list to obtain a resulting candidate name and determining whether the resulting candidate name matches one of the entity names in the second database. Aspects include associating the first entity name and a matching entity name in the second database based on the determination.

公开(公告)号：US09773047B2

公开(公告)日：2017-09-26

申请号：US15460435

申请日：2017-03-16

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Stephen M. Chu ,  Ning Duan ,  Min Gong ,  Junchi Yan ,  Xuan Zhang

IPC: G06F17/30

CPC classification number: G06F17/30699 ,  G06F17/289 ,  G06F17/30557 ,  G06F17/30669 ,  G06F17/30684 ,  G06F17/30864 ,  G06F17/30867

Abstract: Embodiments include a system, method, and computer program product for foreign organization name matching. Aspects include receiving a first entity name from a first database configured in a first language and receiving a second database, wherein the second database includes a plurality of entity names in a second language, wherein the first and second languages are different. Aspects also include performing an Internet search based on the first entity name, wherein a language setting of the Internet search is configured to the second language and identifying a list of candidate names based on a set of results from the Internet search. Another aspect includes filtering the list to obtain a resulting candidate name and determining whether the resulting candidate name matches one of the entity names in the second database. Aspects include associating the first entity name and a matching entity name in the second database based on the determination.

公开(公告)号：US20170161389A1

公开(公告)日：2017-06-08

申请号：US14962232

申请日：2015-12-08

Applicant: International Business Machines Corporation

Inventor： Stephen M. Chu ,  Ning Duan ,  Min Gong ,  Yun Jie Qiu ,  Junchi Yan

IPC: G06F17/30 ,  G06Q30/02

CPC classification number: G06Q30/0201 ,  G06F17/30705

Abstract: A method for determining an object referenced within a set of one or more informal online communications comprises: generating a knowledge graph for a company based at least on formal online communications, the knowledge graph comprising a plurality of node elements, and the knowledge graph further comprising, for each node element of the knowledge graph, a corresponding halo comprising one or more words which are temporally proximate to that node element within the formal online communications; for each node element of the knowledge graph which is determined to be present in a given informal online communication, detecting a halo comprising one or more words which are temporally proximate to that node element within the given informal online communication; and identifying which of the plurality of node elements has a corresponding halo within the knowledge graph most similar to the detected halo, wherein the identified node element is the referenced object.

公开(公告)号：US09836532B2

公开(公告)日：2017-12-05

申请号：US14969345

申请日：2015-12-15

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Stephen M. Chu ,  Ning Duan ,  Min Gong ,  Junchi Yan ,  Xuan Zhang

IPC: G06F17/30 ,  G06F17/28

CPC classification number: G06F17/30699 ,  G06F17/289 ,  G06F17/30557 ,  G06F17/30669 ,  G06F17/30684 ,  G06F17/30864 ,  G06F17/30867

Abstract: Embodiments include a system, method, and computer program product for foreign organization name matching. Aspects include receiving a first entity name from a first database configured in a first language and receiving a second database, wherein the second database includes a plurality of entity names in a second language, wherein the first and second languages are different. Aspects also include performing an Internet search based on the first entity name, wherein a language setting of the Internet search is configured to the second language and identifying a list of candidate names based on a set of results from the Internet search. Another aspect includes filtering the list to obtain a resulting candidate name and determining whether the resulting candidate name matches one of the entity names in the second database. Aspects include associating the first entity name and a matching entity name in the second database based on the determination.

公开(公告)号：US20170124186A1

公开(公告)日：2017-05-04

申请号：US15131281

申请日：2016-04-18

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Stephen M. Chu ,  Ning Duan ,  Min Gong ,  Junchi Yan ,  Xuan Zhang

IPC: G06F17/30

CPC classification number: G06F17/30699 ,  G06F17/289 ,  G06F17/30557 ,  G06F17/30669 ,  G06F17/30684 ,  G06F17/30864 ,  G06F17/30867

Abstract: Embodiments include a system, method, and computer program product for foreign organization name matching. Aspects include receiving a first entity name from a first database configured in a first language and receiving a second database, wherein the second database includes a plurality of entity names in a second language, wherein the first and second languages are different. Aspects also include performing an Internet search based on the first entity name, wherein a language setting of the Internet search is configured to the second language and identifying a list of candidate names based on a set of results from the Internet search. Another aspect includes filtering the list to obtain a resulting candidate name and determining whether the resulting candidate name matches one of the entity names in the second database. Aspects include associating the first entity name and a matching entity name in the second database based on the determination.

公开(公告)号：US20170124185A1

公开(公告)日：2017-05-04

申请号：US14926200

申请日：2015-10-29

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Stephen M. Chu ,  Ning Duan ,  Min Gong ,  Junchi Yan ,  Xuan Zhang

IPC: G06F17/30 ,  G06F17/28

CPC classification number: G06F17/30699 ,  G06F17/289 ,  G06F17/30557 ,  G06F17/30669 ,  G06F17/30684 ,  G06F17/30864 ,  G06F17/30867

Abstract: Embodiments include a system, method, and computer program product for foreign organization name matching. Aspects include receiving a first entity name from a first database configured in a first language and receiving a second database, wherein the second database includes a plurality of entity names in a second language, wherein the first and second languages are different. Aspects also include performing an Internet search based on the first entity name, wherein a language setting of the Internet search is configured to the second language and identifying a list of candidate names based on a set of results from the Internet search. Another aspect includes filtering the list to obtain a resulting candidate name and determining whether the resulting candidate name matches one of the entity names in the second database. Aspects include associating the first entity name and a matching entity name in the second database based on the determination.

公开(公告)号：US11443226B2

公开(公告)日：2022-09-13

申请号：US15597242

申请日：2017-05-17

Applicant: International Business Machines Corporation

Inventor： Stephen M. Chu ,  Min Gong ,  Guo Qiang Hu ,  Dong Sheng Li ,  Liang Wu ,  Jun Chi Yan

IPC: G06N20/00

Abstract: A computer-implemented method applies labels to unlabeled public data for use by a global model. One or more processors train one or more local machine learning models with local private data to create one or more trained models. Processor(s) generate a label for each of the local private data using the one or more trained models, where each label describes the local private data, and then apply the label to unlabeled public data to create labeled public data. One or more processors then input the labeled public data into a global model that uses the public data.

公开(公告)号：US10296527B2

公开(公告)日：2019-05-21

申请号：US14962232

申请日：2015-12-08

Applicant: International Business Machines Corporation

Inventor： Stephen M. Chu ,  Ning Duan ,  Min Gong ,  Yun Jie Qiu ,  Junchi Yan

IPC: G06F17/30 ,  G06F16/33 ,  G06F16/383 ,  G06Q30/02

Abstract: A method for determining an object referenced within a set of one or more informal online communications comprises: generating a knowledge graph for a company based at least on formal online communications, the knowledge graph comprising a plurality of node elements, and the knowledge graph further comprising, for each node element of the knowledge graph, a corresponding halo comprising one or more words which are temporally proximate to that node element within the formal online communications; for each node element of the knowledge graph which is determined to be present in a given informal online communication, detecting a halo comprising one or more words which are temporally proximate to that node element within the given informal online communication; and identifying which of the plurality of node elements has a corresponding halo within the knowledge graph most similar to the detected halo, wherein the identified node element is the referenced object.