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

Patent metadata

Field	Value
Publication number	US-12032570-B2
Application number	US-202217722493-A
Country	US
Kind code	B2
Filing date	Apr 18, 2022
Priority date	Apr 20, 2021
Publication date	Jul 9, 2024
Grant date	Jul 9, 2024

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:
receiving a search condition in a second language different from a first language;
in an information search using a trained machine learning model generated by machine learning using training data in the first language, converting the search condition in the second language to a 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;
prompting a re-entry of another search condition in the second language when the searched information is not acquired;
converting, when language information for the searched information is designated by a user, the searched information in the first language to the searched information in a language based on the language information;
transmitting the searched information in the first language or the searched information in the language based on the language information; 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,
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,
wherein the computer is further caused to execute processing of re-training the machine learning model by using the generated training data.

2. The non-transitory computer-readable recording medium storing an information generating program according to claim 1 , wherein the searched information in the first language or the searched information in the language based on the language information is transmitted to an information processing terminal having requested the information search.

3. The non-transitory computer-readable recording medium storing an information generating program according to claim 2 , wherein the processing of converting the searched information in the first language to the searched information in the language based on the language information includes processing of setting, as the searched information in the language based on the language information, information which is translated in advance to the language based on the language information and corresponds to the searched information in the first language.

4. An information generating method comprising:
receiving a search condition in a second language different from a first language;
converting, by a computer, in an information search using a trained machine learning model generated by machine learning using training data in the first language, the search condition in the second language to a 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;
prompting a re-entry of another search condition in the second language when the searched information is not acquired;
converting, when language information for the searched information is designated by a user, the searched information in the first language to the searched information in a language based on the language information;
transmitting the searched information in the first language or the searched information in the language based on the language information; 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,
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,
wherein the information generating method further includes re-training the machine learning model by using the generated training data.

5. The information generating method according to claim 4 , wherein the searched information in the first language or the searched information in the language based on the language information is transmitted to an information processing terminal having requested the information search.

6. The information generating method according to claim 5 , wherein the converting the searched information in the first language to the searched information in the language based on the language information includes processing of setting, as the searched information in the language based on the language information, information which is translated in advance to the language based on the language information and corresponds to the searched information in the first language.

7. An information processing apparatus comprising:
a memory; and
a processor coupled to the memory and configured to:
receive a search condition in a second language different from a first language;
convert in an information search using a trained machine learning model generated by machine learning using training data in the first language, the search condition in the second language to a 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;
prompt a re-entry of another search condition in the second language when the searched information is not acquired;
convert, when language information for the searched information is designated by a user, the searched information in the first language to the searched information in a language based on the language information;
transmit the searched information in the first language or the searched information in the language based on the language information; 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,
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,
wherein the processor re-trainings the machine learning model by using the generated training data.

8. The information processing apparatus according to claim 7 , wherein the searched information in the first language or the searched information in the language based on the language information is transmitted to an information processing terminal having requested the information search.

9. The information processing apparatus according to claim 8 , wherein a processing to convert the searched information in the first language to the searched information in the language based on the language information includes processing

Assignees

• Fujitsu Ltd

Inventors

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

Classifications

• G06F16/93

  Document management systems · CPC title

• G06F16/24522 Primary

  Translation of natural language queries to structured queries · CPC title

• G06F16/3337 Primary

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