Computer-readable recording medium storing information generating program, information generating method, and information generating apparatus

Patent metadata

Field	Value
Publication number	US-2022335046-A1
Application number	US-202217722493-A
Country	US
Kind code	A1
Filing date	Apr 18, 2022
Priority date	Apr 20, 2021
Publication date	Oct 20, 2022
Grant date	—

Abstract

A non-transitory computer-readable recording medium stores an information generating program causing a computer to execute processing of: in an information search using a trained machine learning model generated by machine learning using training data in a first language, converting a search condition in a second language different from the first language to the search condition in the first language; searching information in the first language by inputting the search condition converted to the first language to the machine learning model; and generating training data with the search condition converted to the first language as a feature value and the searched information in the first language as a correct answer label.

First claim

What is claimed is:

1 . A non-transitory computer-readable recording medium storing an information generating program causing a computer to execute processing of:
in an information search using a trained machine learning model generated by machine learning using training data in a first language, converting a search condition in a second language different from the first language to the search condition in the first language; searching information in the first language by inputting the search condition converted to the first language to the machine learning model; and generating training data with the search condition converted to the first language as a feature value and the searched information in the first language as a correct answer label.

2 . The non-transitory computer-readable recording medium storing an information generating program according to claim 1 , wherein
the processing of generating the training data includes processing of: receiving a feedback for a result of the information search from an information processing terminal having requested the information search; and when the feedback indicates that the result of the information search is correct or helpful, generating the training data with the search condition converted to the first language as a feature value and the searched information in the first language as a correct answer label.

3 . The non-transitory computer-readable recording medium storing an information generating program according to claim 1 , causing the computer to further execute processing of re-training the machine learning model by using the generated training data.

4 . The non-transitory computer-readable recording medium storing an information generating program according to claim 1 , causing the computer to further execute processing of transmitting, as a result of the information search, information translated to a language different from the first language corresponding to the searched information in the first language to an information processing terminal having requested the information search.

5 . The non-transitory computer-readable recording medium storing an information generating program according to claim 4 , wherein the processing of transmitting information translated to a language different from the first language to the information processing terminal includes processing of transmitting information translated in advance to a language different from the first language, which corresponds to information in the first language, to the information processing terminal as a result of the information search.

6 . An information generating method comprising:
converting, by a computer, in an information search using a trained machine learning model generated by machine learning using training data in a first language, a search condition in a second language different from the first language to the search condition in the first language; searching information in the first language by inputting the search condition converted to the first language to the machine learning model; and generating training data with the search condition converted to the first language as a feature value and the searched information in the first language as a correct answer label.

7 . The information generating method according to claim 6 , wherein
the processing of generating the training data includes processing of: receiving a feedback for a result of the information search from an information processing terminal having requested the information search; and when the feedback indicates that the result of the information search is correct or helpful, generating the training data with the search condition converted to the first language as a feature value and the searched information in the first language as a correct answer label.

8 . The information generating method according to claim 6 , further comprising re-training the machine learning model by using the generated training data.

9 . The information generating method according to claim 6 , further comprising transmitting, as a result of the information search, information translated to a language different from the first language corresponding to the searched information in the first language to an information processing terminal having requested the information search.

10 . The information generating method according to claim 9 , wherein the transmitting the information translated to a language different from the first language to the information processing terminal includes processing of transmitting information translated in advance to a language different from the first language, which corresponds to information in the first language, to the information processing terminal as a result of the information search.

11 . An information processing apparatus comprising:
a memory; and a processor coupled to the memory and configured to: convert in an information search using a trained machine learning model generated by machine learning using training data in a first language, a search condition in a second language different from the first language to the search condition in the first language; search information in the first language by inputting the search condition converted to the first language to the machine learning model; and generate training data with the search condition converted to the first language as a feature value and the searched information in the first language as a correct answer label.

12 . The information processing apparatus according to claim 11 , wherein
the processing of generate the training data includes processing of: receiving a feedback for a result of the information search from an information processing terminal having requested the information search; and when the feedback indicates that the result of the information search is correct or helpful, generating the training data with the search condition converted to the first language as a feature value and the searched information in the first language as a correct answer label.

13 . The information processing apparatus according to claim 11 , wherein the processor re-trainings the machine learning model by using the generated training data.

14 . The information processing apparatus according to claim 11 , wherein the processor transmits, as a result of the information search, information translated to a language different from the first language corresponding to the searched information in the first language to an information processing terminal having requested the information search.

15 . The information processing apparatus according to claim 14 , wherein a processing to transmit the information translated to a language different from the first language to the information processing terminal includes processing of transmitting information translated in advance to a language different from the first language, which corresponds to information in the first language, to the information processing terminal as a result of the information search.

Assignees

• Fujitsu Ltd

Inventors

• Oshio Syohei
• Kishishita Naohiro
• Inoue Shigenori
• Nakajima Masahiro
• Hanawa Daiki

Classifications

• G06F16/93

  Document management systems · CPC title

• G06F16/3337 Primary

  Translation of the query language, e.g. Chinese to English · CPC title

• G06F16/24522 Primary

  Translation of natural language queries to structured queries · CPC title