Research on the Knowledge Representation Method of Power News Text Based on Time Hyperplane

To address the problem that static knowledge graphs cannot evolve over time, which leads to the conflict between entities and relations in the process of knowledge representation, this paper combines the temporal hyperplane with the translation model in knowledge representation, and proposes a knowl...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of advanced computational intelligence and intelligent informatics Jg. 29; H. 6; S. 1369 - 1376
Hauptverfasser: Wu, Yun, Wang, Ziyi, Du, Yan, Yang, Jieming, Liu, Xinru, Liu, Zhenhong, Yang, Kai
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Tokyo Fuji Technology Press Co. Ltd 20.11.2025
Schlagworte:
Electricity distribution
Graphs
Hyperplanes
Knowledge representation
News
Semantics
Triplets
ISSN:1343-0130, 1883-8014
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract To address the problem that static knowledge graphs cannot evolve over time, which leads to the conflict between entities and relations in the process of knowledge representation, this paper combines the temporal hyperplane with the translation model in knowledge representation, and proposes a knowledge representation method based on the temporal hyperplane for power news texts. First, multiple temporal hyperplanes are established and the temporal factor is added to the scoring function of the translation model; then, the entities and relation of the power news are projected onto the temporal hyperplanes, and the optimal knowledge representation is determined according to the loss function. Taking the power news text as an example, this algorithm well resolves the time-related conflicts in the power news text, and the comprehensive indexes are significantly improved on the time-related triplets.
AbstractList To address the problem that static knowledge graphs cannot evolve over time, which leads to the conflict between entities and relations in the process of knowledge representation, this paper combines the temporal hyperplane with the translation model in knowledge representation, and proposes a knowledge representation method based on the temporal hyperplane for power news texts. First, multiple temporal hyperplanes are established and the temporal factor is added to the scoring function of the translation model; then, the entities and relation of the power news are projected onto the temporal hyperplanes, and the optimal knowledge representation is determined according to the loss function. Taking the power news text as an example, this algorithm well resolves the time-related conflicts in the power news text, and the comprehensive indexes are significantly improved on the time-related triplets.
Author Wu, Yun
Liu, Zhenhong
Yang, Jieming
Yang, Kai
Du, Yan
Liu, Xinru
Wang, Ziyi
Author_xml – sequence: 1
  givenname: Yun
  surname: Wu
  fullname: Wu, Yun
  organization: School of Computer Science, Northeast Electric Power University, No.169 Changchun Road, Chuanying District, Jilin, Jilin 132012, China
– sequence: 2
  givenname: Ziyi
  surname: Wang
  fullname: Wang, Ziyi
  organization: School of Computer Science, Northeast Electric Power University, No.169 Changchun Road, Chuanying District, Jilin, Jilin 132012, China
– sequence: 3
  givenname: Yan
  surname: Du
  fullname: Du, Yan
  organization: Jilin Meteorological Observation and Protection Center, Jilin Meteorological Service, No.176 Suizhong Road, Lvyuan District, Changchun City, Jilin 130000, China
– sequence: 4
  givenname: Jieming
  surname: Yang
  fullname: Yang, Jieming
  organization: School of Computer Science, Northeast Electric Power University, No.169 Changchun Road, Chuanying District, Jilin, Jilin 132012, China
– sequence: 5
  givenname: Xinru
  surname: Liu
  fullname: Liu, Xinru
  organization: Shandong University of Finance and Economics, 40 Shungeng Road, Shizhong District, Jinan, Shandong 250014, China
– sequence: 6
  givenname: Zhenhong
  surname: Liu
  fullname: Liu, Zhenhong
  organization: School of Computer Science, Northeast Electric Power University, No.169 Changchun Road, Chuanying District, Jilin, Jilin 132012, China
– sequence: 7
  givenname: Kai
  surname: Yang
  fullname: Yang, Kai
  organization: School of Computer Science, Northeast Electric Power University, No.169 Changchun Road, Chuanying District, Jilin, Jilin 132012, China
BookMark eNotkEtPwzAQhC1UJErpH-BkiXOK37WPUAFFlIeq3DhYTrKhqdo42KlK_z2m5bSzmtkd6btEg9a3gNA1JRNGjJK3a1c2TZMWJicd5cqcoSHVmmeaUDFImgueEcrJBRrHuCYkaaaIoEP0uYQILpQr7FvcrwC_tH6_geoL8BK6kMy2d32TzFfoV77CvsYffg8Bv8E-4hx-enzvIlR_93mzBTw_dBC6jWvhCp3XbhNh_D9HKH98yGfzbPH-9Dy7W2QlE8JkgsjKqUqXSlE51VoqUWjGOaO00qJOnhEOQEGhp4yDEsBIqYsCaiKNpHyEbk5vu-C_dxB7u_a70KZGy9mUGWWI5CnFTqky-BgD1LYLzdaFg6XEHjHaE0b7h9EeMfJfRNNoCQ
Cites_doi 10.18653/v1/D18-1225
10.1609/aaai.v32i1.11257
10.1609/aaai.v28i1.8870
10.1109/69.917563
10.1109/ASONAM.2018.8508272
10.1145/3184558.3191639
10.18653/v1/P16-1219
10.1609/aaai.v29i1.9491
10.3115/v1/P15-1067
ContentType Journal Article
Copyright Copyright © 2025 Fuji Technology Press Ltd.
Copyright_xml – notice: Copyright © 2025 Fuji Technology Press Ltd.
CorporateAuthor Editorial Office
CorporateAuthor_xml – name: Editorial Office
DBID AAYXX
CITATION
7SC
7SP
8FD
8FE
8FG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
CCPQU
DWQXO
GNUQQ
HCIFZ
JQ2
K7-
L7M
L~C
L~D
P5Z
P62
PHGZM
PHGZT
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
DOI 10.20965/jaciii.2025.p1369
DatabaseName CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central UK/Ireland
Advanced Technologies & Computer Science Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
ProQuest One
ProQuest Central
ProQuest Central Student
SciTech Premium Collection
ProQuest Computer Science Collection
Computer Science Database
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
ProQuest advanced technologies & aerospace journals
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Premium
ProQuest One Academic (New)
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central China
DatabaseTitle CrossRef
Computer Science Database
ProQuest Central Student
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest One Academic Middle East (New)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Central Korea
ProQuest Central (New)
Advanced Technologies Database with Aerospace
Advanced Technologies & Aerospace Collection
ProQuest One Academic Eastern Edition
Electronics & Communications Abstracts
ProQuest Technology Collection
ProQuest SciTech Collection
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList Computer Science Database
CrossRef
Database_xml – sequence: 1
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Computer Science
EISSN 1883-8014
EndPage 1376
ExternalDocumentID 10_20965_jaciii_2025_p1369
GroupedDBID AAYXX
AFFHD
AFKRA
ALMA_UNASSIGNED_HOLDINGS
ARAPS
ARCSS
BENPR
BGLVJ
CCPQU
CITATION
GROUPED_DOAJ
HCIFZ
ISHAI
JSI
JSP
K7-
P2P
PHGZM
PHGZT
PQGLB
RJT
RZJ
TUS
7SC
7SP
8FD
8FE
8FG
AZQEC
DWQXO
GNUQQ
JQ2
L7M
L~C
L~D
P62
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
ID FETCH-LOGICAL-c2449-405da6d8c6615788564b8233211d84fda694aee6eb8723e64e20c8bbef059513
IEDL.DBID K7-
ISSN 1343-0130
IngestDate Tue Dec 02 10:01:30 EST 2025
Thu Nov 27 00:51:19 EST 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 6
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c2449-405da6d8c6615788564b8233211d84fda694aee6eb8723e64e20c8bbef059513
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
OpenAccessLink https://doi.org/10.20965/jaciii.2025.p1369
PQID 3272969053
PQPubID 4911628
PageCount 8
ParticipantIDs proquest_journals_3272969053
crossref_primary_10_20965_jaciii_2025_p1369
PublicationCentury 2000
PublicationDate 2025-11-20
PublicationDateYYYYMMDD 2025-11-20
PublicationDate_xml – month: 11
  year: 2025
  text: 2025-11-20
  day: 20
PublicationDecade 2020
PublicationPlace Tokyo
PublicationPlace_xml – name: Tokyo
PublicationTitle Journal of advanced computational intelligence and intelligent informatics
PublicationYear 2025
Publisher Fuji Technology Press Co. Ltd
Publisher_xml – name: Fuji Technology Press Co. Ltd
References key-10.20965/jaciii.2025.p1369-7
key-10.20965/jaciii.2025.p1369-14
key-10.20965/jaciii.2025.p1369-6
key-10.20965/jaciii.2025.p1369-13
key-10.20965/jaciii.2025.p1369-24
key-10.20965/jaciii.2025.p1369-9
key-10.20965/jaciii.2025.p1369-16
key-10.20965/jaciii.2025.p1369-8
key-10.20965/jaciii.2025.p1369-15
key-10.20965/jaciii.2025.p1369-3
key-10.20965/jaciii.2025.p1369-10
key-10.20965/jaciii.2025.p1369-21
key-10.20965/jaciii.2025.p1369-2
key-10.20965/jaciii.2025.p1369-20
key-10.20965/jaciii.2025.p1369-5
key-10.20965/jaciii.2025.p1369-12
key-10.20965/jaciii.2025.p1369-23
key-10.20965/jaciii.2025.p1369-4
key-10.20965/jaciii.2025.p1369-11
key-10.20965/jaciii.2025.p1369-22
key-10.20965/jaciii.2025.p1369-1
key-10.20965/jaciii.2025.p1369-18
key-10.20965/jaciii.2025.p1369-17
key-10.20965/jaciii.2025.p1369-19
References_xml – ident: key-10.20965/jaciii.2025.p1369-18
  doi: 10.18653/v1/D18-1225
– ident: key-10.20965/jaciii.2025.p1369-3
  doi: 10.1609/aaai.v32i1.11257
– ident: key-10.20965/jaciii.2025.p1369-15
  doi: 10.1609/aaai.v28i1.8870
– ident: key-10.20965/jaciii.2025.p1369-19
  doi: 10.1109/69.917563
– ident: key-10.20965/jaciii.2025.p1369-20
– ident: key-10.20965/jaciii.2025.p1369-8
– ident: key-10.20965/jaciii.2025.p1369-9
– ident: key-10.20965/jaciii.2025.p1369-4
  doi: 10.1109/ASONAM.2018.8508272
– ident: key-10.20965/jaciii.2025.p1369-22
– ident: key-10.20965/jaciii.2025.p1369-13
– ident: key-10.20965/jaciii.2025.p1369-17
  doi: 10.1145/3184558.3191639
– ident: key-10.20965/jaciii.2025.p1369-5
– ident: key-10.20965/jaciii.2025.p1369-14
– ident: key-10.20965/jaciii.2025.p1369-12
– ident: key-10.20965/jaciii.2025.p1369-24
  doi: 10.18653/v1/P16-1219
– ident: key-10.20965/jaciii.2025.p1369-11
– ident: key-10.20965/jaciii.2025.p1369-1
– ident: key-10.20965/jaciii.2025.p1369-7
– ident: key-10.20965/jaciii.2025.p1369-6
– ident: key-10.20965/jaciii.2025.p1369-2
– ident: key-10.20965/jaciii.2025.p1369-10
– ident: key-10.20965/jaciii.2025.p1369-16
– ident: key-10.20965/jaciii.2025.p1369-21
  doi: 10.1609/aaai.v29i1.9491
– ident: key-10.20965/jaciii.2025.p1369-23
  doi: 10.3115/v1/P15-1067
SSID ssj0001326041
ssib051641541
Score 2.3408036
Snippet To address the problem that static knowledge graphs cannot evolve over time, which leads to the conflict between entities and relations in the process of...
SourceID proquest
crossref
SourceType Aggregation Database
Index Database
StartPage 1369
SubjectTerms Electricity distribution
Graphs
Hyperplanes
Knowledge representation
News
Semantics
Triplets
Title Research on the Knowledge Representation Method of Power News Text Based on Time Hyperplane
URI https://www.proquest.com/docview/3272969053
Volume 29
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 1883-8014
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0001326041
  issn: 1343-0130
  databaseCode: DOA
  dateStart: 20070101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources (Open Access)
  customDbUrl:
  eissn: 1883-8014
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssib051641541
  issn: 1343-0130
  databaseCode: M~E
  dateStart: 19970101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
– providerCode: PRVPQU
  databaseName: Advanced Technologies & Aerospace Database
  customDbUrl:
  eissn: 1883-8014
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0001326041
  issn: 1343-0130
  databaseCode: P5Z
  dateStart: 20200101
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/hightechjournals
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Computer Science Database (ProQuest)
  customDbUrl:
  eissn: 1883-8014
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0001326041
  issn: 1343-0130
  databaseCode: K7-
  dateStart: 20200101
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/compscijour
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 1883-8014
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0001326041
  issn: 1343-0130
  databaseCode: BENPR
  dateStart: 20200101
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV07T8MwELagZWChPEWhVB7YUGjiV50JUdSqUkVVVR0qGCLHdiQYktIWfj9nJ1FhYWHJECtO5Dvf3Xe584fQrQInQjSTgScKYyY1gcyECBSPDY3SNBJ97ckm-tOpXC7jWZVw21RllbVN9IbaFNrlyHuUQBgIUI7Th9VH4Fij3N_VikJjHzXhlZHT80k_qPWJAxSACCHa5VwgVglZicGYKyOiYdlHQ9wZKL13pd2BDgTCgPtVRF0N9E9f9dtUe_8zav33y4_RURV54sdSVU7Qns1PUatmdcDVJj9Dr3UxHi5yDOEhntRpNzz3ZbNVt1KOnz37NC4yPHNca9gZTLwAa48H4BuNe951mOAxYN31ylXVnqPFaLh4GgcVBUOgwe_HgC65UcJIDW4c9rbkgqWSUAqw0UiWwVjMlLXCprJPqBXMklDLNLUZhG08oheokRe5vUSYargD03AlFCNMKACOVodhRi3XJlZtdFevdbIqD9pIAKB4ySSlZBInmcRLpo069Von1abbJLuFvvp7-BoduqlcSyEJO6ixXX_aG3Sgv7Zvm3UXNQfD6Wze9fC86zUKrjP-8g3MENAP
linkProvider ProQuest
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1NT9wwEB1RitReoIWiLh-tD3CqUhJ_rXNACGjRooXVqtoDag-WYztSe8hudymIH8V_ZOzEgl5649BrolhK_DxvnjPjB7BnkESo5SqLRmHcVS5TtZSZEaVjRVUVsm-j2UR_NFJXV-V4Ce5TL0woq0wxMQZqN7Vhj_yAUUwDUcoJdjT7nQXXqPB3NVlotLAY-rtblGyLw_MvOL_7lJ59nZwOss5VILNIZSUKJuGMdMoiMyFclZC8UpQxVEJO8Rrvldx4L32l-pR5yT3NraoqX2MmIgqGw76Al5yjVsLlMxbfE3wFKg9MSIrHLR5MjXLeSj4eqpZY3rbt0HDkysEvY8P5ERSzjs-zgoWS66fU-DczRLo7W_vPPtQbWO3yanLcLoS3sOSbdVhLnhWkC2Eb8COVGpJpQzD5JcO0qUi-xaLgrherIZfRW5tMazIOTnIk0AGZIJeRE2R-F54P_TNkgEp-Pgs1w-9g8hxvuAnLzbTx74Ewi1dwGGGk4ZRLg7LY2zyvmRfWlaYHn9LU6ll7jIhG-RWBoFsg6AAEHYHQg500tboLKQv9OK9b_779EV4NJpcX-uJ8NNyG12HY0DxJ8x1Yvp7_8buwYm-ufy7mHyJ8CehnRsED3Jgmrg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Research+on+the+Knowledge+Representation+Method+of+Power+News+Text+Based+on+Time+Hyperplane&rft.jtitle=Journal+of+advanced+computational+intelligence+and+intelligent+informatics&rft.au=Wu%2C+Yun&rft.au=Wang%2C+Ziyi&rft.au=Du%2C+Yan&rft.au=Yang%2C+Jieming&rft.date=2025-11-20&rft.issn=1343-0130&rft.eissn=1883-8014&rft.volume=29&rft.issue=6&rft.spage=1369&rft.epage=1376&rft_id=info:doi/10.20965%2Fjaciii.2025.p1369&rft.externalDBID=n%2Fa&rft.externalDocID=10_20965_jaciii_2025_p1369
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1343-0130&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1343-0130&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1343-0130&client=summon