Analysis of Interrelations of Scientific Subject Areas Based on the Method of Graphosemantic Modeling

This article explores the unification of two relevant areas that are rarely studied together: the computational linguistics field of sentiment analysis and the physico-mathematical field of entropy-complexity. Based on keywords from articles on both topics, links are established that form a single s...

Full description

Saved in:
Bibliographic Details
Published inAutomatic documentation and mathematical linguistics Vol. 59; no. 3; pp. 185 - 193
Main Authors Egorova, A. D., Amurskaya, O. Yu
Format Journal Article
LanguageEnglish
Published Moscow Pleiades Publishing 01.06.2025
Springer Nature B.V
Subjects
Complexity
Computer Science
Entropy
Information Analysis
Information Storage and Retrieval
Linguistics
Scientific visualization
Semantics
Sentiment analysis
NLP
sentiment analysis
computational linguistics
key words
information system “Semograph”
entropy-complexity
data visualization
machine learning
sentiment trajectories
Online AccessGet full text

Cover

Abstract This article explores the unification of two relevant areas that are rarely studied together: the computational linguistics field of sentiment analysis and the physico-mathematical field of entropy-complexity. Based on keywords from articles on both topics, links are established that form a single semantic space at the junction of these subject areas. The information system of the data visualization tool Semograph was used to visualize the data and identify semantic links between semantic components and between sentiment analysis and entropy complexity.
AbstractList This article explores the unification of two relevant areas that are rarely studied together: the computational linguistics field of sentiment analysis and the physico-mathematical field of entropy-complexity. Based on keywords from articles on both topics, links are established that form a single semantic space at the junction of these subject areas. The information system of the data visualization tool Semograph was used to visualize the data and identify semantic links between semantic components and between sentiment analysis and entropy complexity.
Author Amurskaya, O. Yu
Egorova, A. D.
Author_xml – sequence: 1
  givenname: A. D.
  surname: Egorova
  fullname: Egorova, A. D.
  email: p180378e@yandex.ru
  organization: HSE University
– sequence: 2
  givenname: O. Yu
  surname: Amurskaya
  fullname: Amurskaya, O. Yu
  email: oksana.amurskaya@kpfu.ru
  organization: Kazan Federal University
BookMark eNp1kE1PAjEQhhuDiYD-AG9NPK92-rEfRySKJBIP6HlTulNYAi22y4F_b1dMPBgzh8nMPO-bvDMiA-cdEnIL7F4AEw9LxpgCphRXBWM5hwsyhErIrBQFDMiwP2f9_YqMYtymSZWVHBKcOL07xTZSb-ncdRgC7nTXeve9WZoWXdfa1tDlcbVF09FJQB3po47YUO9ot0G6wG7jm56fBX3Y-Ih7nVSGLnyDu9atr8ml1buINz99TD6en96nL9nr22w-nbxmBkBAhrlOVVjZgCgMK2WZM4U5pEgVl9DoBBTKriqOZWOZylVjuanAGmWLglsxJndn30Pwn0eMXb31x5ASxlpwKRnIZJYoOFMm-BgD2voQ2r0OpxpY3X-z_vPNpOFnTUysW2P4df5f9AXCSHdw
Cites_doi 10.3115/1118693.1118704
10.18413/2518-1092-2021-6-1-0-7
10.37386/2305-4077-2024-2-169-180
10.12731/2218-7405-2013-9-58
10.1145/945645.945658
10.1002/j.1538-7305.1948.tb01338.x
10.21638/spbu22.2023.104
10.3103/s0147688214020026
10.17223/19986645/64/1
10.5465/annals.2018.0127
10.1016/j.chaos.2023.113934
ContentType Journal Article
Copyright Allerton Press, Inc. 2025 ISSN 0005-1055, Automatic Documentation and Mathematical Linguistics, 2025, Vol. 59, No. 3, pp. 185–193. © Allerton Press, Inc., 2025.Russian Text © The Author(s), 2025, published in Nauchno-Tekhnicheskaya Informatsiya, Seriya 2: Informatsionnye Protsessy i Sistemy, 2025, No. 6, pp. 7–16.
Allerton Press, Inc. 2025.
Copyright_xml – notice: Allerton Press, Inc. 2025 ISSN 0005-1055, Automatic Documentation and Mathematical Linguistics, 2025, Vol. 59, No. 3, pp. 185–193. © Allerton Press, Inc., 2025.Russian Text © The Author(s), 2025, published in Nauchno-Tekhnicheskaya Informatsiya, Seriya 2: Informatsionnye Protsessy i Sistemy, 2025, No. 6, pp. 7–16.
– notice: Allerton Press, Inc. 2025.
DBID AAYXX
CITATION
DOI 10.3103/S0005105525700621
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList

DeliveryMethod fulltext_linktorsrc
Discipline Library & Information Science
Computer Science
EISSN 1934-8371
EndPage 193
ExternalDocumentID 10_3103_S0005105525700621
GroupedDBID -Y2
.86
.VR
06D
0R~
0VY
1N0
23N
2J2
2JN
2JY
2KG
2KM
2LR
2VQ
2~H
30V
4.4
408
40D
40E
5GY
5VS
6NX
8TC
95-
95.
95~
96X
AAAVM
AABHQ
AACDK
AAHNG
AAIAL
AAJBT
AAJKR
AANZL
AAPKM
AARHV
AARTL
AASML
AATNV
AATVU
AAUYE
AAWCG
AAYIU
AAYQN
AAYTO
AAYZH
ABAKF
ABDBE
ABDZT
ABECU
ABFSG
ABFTD
ABFTV
ABHQN
ABJNI
ABJOX
ABKCH
ABMNI
ABMQK
ABNWP
ABQBU
ABRTQ
ABSXP
ABTEG
ABTHY
ABTKH
ABTMW
ABULA
ABWNU
ABXPI
ACAOD
ACBXY
ACCUX
ACDTI
ACGFS
ACHSB
ACHXU
ACIWK
ACKNC
ACMDZ
ACMLO
ACOKC
ACOMO
ACPIV
ACSNA
ACSTC
ACZOJ
ADHHG
ADKNI
ADRFC
ADURQ
ADYFF
ADZKW
AEBTG
AEFQL
AEGAL
AEGNC
AEJHL
AEJRE
AEMSY
AEOHA
AEPYU
AETLH
AEVLU
AEXYK
AEZWR
AFBBN
AFDZB
AFFNX
AFGCZ
AFHIU
AFLOW
AFOHR
AFQWF
AFWTZ
AFZKB
AGAYW
AGDGC
AGJBK
AGMZJ
AGQMX
AGRTI
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHPBZ
AHSBF
AHWEU
AI.
AIAKS
AIGIU
AIIXL
AILAN
AITGF
AIXLP
AJBLW
AJRNO
ALMA_UNASSIGNED_HOLDINGS
ALWAN
AMKLP
AMXSW
AMYLF
AMYQR
AOCGG
ARMRJ
ATHPR
AXYYD
B-.
BA0
BDATZ
BGNMA
CAG
COF
CS3
DDRTE
DNIVK
DPUIP
EBLON
EBS
EIOEI
EJD
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRRFC
FSGXE
FWDCC
GGCAI
GGRSB
GJIRD
GNWQR
GQ7
H13
HF~
HG6
HLICF
HMJXF
HRMNR
HZ~
H~9
IJ-
IKXTQ
IWAJR
I~X
I~Z
J-C
JBSCW
JZLTJ
KOV
LLZTM
M4Y
MA-
NPVJJ
NQJWS
NU0
O9-
O93
O9J
P9O
PF-
PT4
QOS
R89
R9I
RNS
ROL
RPX
RSV
S16
S1Z
S27
S3B
SAP
SCO
SDH
SHX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
STPWE
SZN
T13
TSG
TUC
U2A
UG4
UOJIU
UTJUX
UZXMN
VC2
VFIZW
VH1
W48
WK8
YLTOR
ZMTXR
~A9
AAYXX
CITATION
ID FETCH-LOGICAL-c1131-e6a6a67f4d137c0848605e615709241dae6a75fb92e8df0565df2c91fc5f772f3
IEDL.DBID U2A
ISSN 0005-1055
IngestDate Wed Aug 27 14:44:05 EDT 2025
Wed Aug 27 16:31:15 EDT 2025
Wed Aug 27 01:33:30 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 3
Keywords NLP
sentiment analysis
computational linguistics
key words
information system “Semograph”
entropy-complexity
data visualization
machine learning
sentiment trajectories
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c1131-e6a6a67f4d137c0848605e615709241dae6a75fb92e8df0565df2c91fc5f772f3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
PQID 3244014615
PQPubID 2043878
PageCount 9
ParticipantIDs proquest_journals_3244014615
crossref_primary_10_3103_S0005105525700621
springer_journals_10_3103_S0005105525700621
PublicationCentury 2000
PublicationDate 20250600
PublicationDateYYYYMMDD 2025-06-01
PublicationDate_xml – month: 6
  year: 2025
  text: 20250600
PublicationDecade 2020
PublicationPlace Moscow
PublicationPlace_xml – name: Moscow
– name: New York
PublicationTitle Automatic documentation and mathematical linguistics
PublicationTitleAbbrev Autom. Doc. Math. Linguist
PublicationYear 2025
Publisher Pleiades Publishing
Springer Nature B.V
Publisher_xml – name: Pleiades Publishing
– name: Springer Nature B.V
References I.A. Boldyrev (7284_CR5) 2010; 15
V.A. Gromov (7284_CR6) 2023; 175
K.I. Belousov (7284_CR16) 2014; 41
C.E. Shannon (7284_CR2) 1948; 27
7284_CR1
7284_CR3
7284_CR7
7284_CR8
7284_CR9
N.L. Zelianskaia (7284_CR15) 2023; 10
7284_CR10
7284_CR13
7284_CR12
B. Wang (7284_CR11) 2020; 14
7284_CR14
T.R. Samigulin (7284_CR4) 2021; 6
References_xml – ident: 7284_CR14
– ident: 7284_CR1
  doi: 10.3115/1118693.1118704
– volume: 6
  start-page: 55
  year: 2021
  ident: 7284_CR4
  publication-title: Informatsionnye Tekhnologii
  doi: 10.18413/2518-1092-2021-6-1-0-7
– ident: 7284_CR10
– ident: 7284_CR9
  doi: 10.37386/2305-4077-2024-2-169-180
– ident: 7284_CR3
  doi: 10.12731/2218-7405-2013-9-58
– ident: 7284_CR8
– ident: 7284_CR12
  doi: 10.1145/945645.945658
– volume: 27
  start-page: 379
  year: 1948
  ident: 7284_CR2
  publication-title: Bell Syst. Tech. J.
  doi: 10.1002/j.1538-7305.1948.tb01338.x
– ident: 7284_CR7
– volume: 10
  start-page: 66
  year: 2023
  ident: 7284_CR15
  publication-title: Media Linguistics
  doi: 10.21638/spbu22.2023.104
– volume: 41
  start-page: 85
  year: 2014
  ident: 7284_CR16
  publication-title: Sci. Tech. Inf. Process.
  doi: 10.3103/s0147688214020026
– ident: 7284_CR13
  doi: 10.17223/19986645/64/1
– volume: 14
  start-page: 695
  year: 2020
  ident: 7284_CR11
  publication-title: Academy of Management Annals
  doi: 10.5465/annals.2018.0127
– volume: 175
  start-page: 113934
  year: 2023
  ident: 7284_CR6
  publication-title: Chaos, Solitons Fractals
  doi: 10.1016/j.chaos.2023.113934
– volume: 15
  start-page: 67
  year: 2010
  ident: 7284_CR5
  publication-title: Nauchnye Trudy Moskovskogo Gosudarstvennogo Universiteta
SSID ssj0055894
Score 2.2931056
Snippet This article explores the unification of two relevant areas that are rarely studied together: the computational linguistics field of sentiment analysis and the...
SourceID proquest
crossref
springer
SourceType Aggregation Database
Index Database
Publisher
StartPage 185
SubjectTerms Complexity
Computer Science
Entropy
Information Analysis
Information Storage and Retrieval
Linguistics
Scientific visualization
Semantics
Sentiment analysis
Title Analysis of Interrelations of Scientific Subject Areas Based on the Method of Graphosemantic Modeling
URI https://link.springer.com/article/10.3103/S0005105525700621
https://www.proquest.com/docview/3244014615
Volume 59
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV07T8MwED4hurDwKCAKbeUBMYAixUkcJ2NBfQhUJiqVKUpie6NFTfn_3Dm2Kl4DypZcnMhn-76z774DuMafM6pO00DHIgsSlamgqqow0GhsYmOkSi1l_vw5nS2Sx6VYujzuxke7-yNJu1JbvzKMKaeXBpCwddfClJLHOwJdd4rjWkQjv_wKkeUt9bKl2BSiPcr8vYmvxmiHML8dilpbMzmGQwcS2ajV6gns6VUXjnwBBubmYxcGLuuA3TCXVkTd7J-fgvaUI2xtmN372_jYN7pj5WysEMP1gzZk8JO6bNg9mjbFsCVEh2xua0yT_JTIrdeNfkNt4DtURo2S2c9gMRm_PMwCV1chqDmPeaDTEi9pEsVjWROhPvo0GqGNDNEb46pEASlMlUc6UwYRklAmqnNuamEQjJv4HPZX65W-AFaicYtyFUmEvYmSFcKtUJalkXWKjfOyB7e-g4v3lj6jQLeDtFH80EYP-l4FhZtJTYGALyGCGy56cOfVsnv8Z2OX_5K-goOICvva7ZU-7G83H3qAaGNbDaEzmr4-jYd2lH0CkTrLSg
linkProvider Springer Nature
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV07T8MwED6hMsDCo4AotOABMYAixUkcJ2NBlAJtp1bqFiWxvdFWTfn_3DmxKl4DypZcLpHP9n1n-74DuMGfM6qMY0-HIvEilSivKArf0-hsQmOkii1l_ngSD2fR61zMmzzuyp12d1uSdqa2caUfUk4vdSBh6675MSWP7yIWSKgrz4K-m36FSNKaetlSbApRb2X-ruKrM9oizG-botbXDI7goAGJrF9b9Rh29KINh64AA2vGYxt6TdYBu2VNWhE1s3t-AtpRjrClYXbtb-3OvtEdK2fPCjGcP2hBBj-p84o9oGtTDDUhOmRjW2Oa5J-J3HpZ6Xe0Br5DZdQomf0UZoOn6ePQa-oqeCXnIfd0nOMlTaR4KEsi1MeYRiO0kT5GY1zlKCCFKdJAJ8ogQhLKBGXKTSkMgnETnkFrsVzoc2A5OrcgVYFE2BspWSDc8mWeG1nGqJznHbhzDZytavqMDMMOskb2wxod6DoTZM1IqjIEfBER3HDRgXtnlu3jP5Vd_Ev6GvaG0_EoG71M3i5hP6Aiv3appQutzfpD9xB5bIor29M-Aeh9zKk
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LT8MwDLbQkBAXHgPEYIMcEAdQtb7StMfxGOOxiQOTdqvaJrnRTev4_9hpo4nXAfXWum4VJ_HnJP4McIE_p2URRY4KeOyEMpZOnueuo9DZBFoLGRnK_PEkGk3DpxmfNXVOK3va3W5J1jkNxNJUrvoLqfsmxnQDyu-lzsRNDTY3okTyzZCSgbFDT_2BnYo5j5OahtnQbXJeb2v-ruKrY1qjzW8bpMbvDPdgpwGMbFBbeB82VNmGXVuMgTVjsw29JgOBXbImxYia3D4_AGXpR9hcM7MOuLTn4OiOkTPnhhjOJbQ4g59UWcVu0M1JhpoQKbKxqTdN8g9EdD2v1DtaBt-hkmqU2H4I0-H92-3IaWosOIXnBZ6jogwvoUPpBaIgcn2MbxTCHOFiZObJDAUE13niq1hqREtcar9IPF1wjcBcB0fQKuelOgaWoaPzE-kLhMChFDlCL1dkmRZFhMq9rANXtoHTRU2lkWIIQtZIf1ijA11rgrQZVVWK4C8kshuPd-DammX9-E9lJ_-SPoet17th-vI4eT6FbZ_q_ZpVly60VssP1UMQssrPTEf7BP4B0Nw
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=Analysis+of+Interrelations+of+Scientific+Subject+Areas+Based+on+the+Method+of+Graphosemantic+Modeling&rft.jtitle=Automatic+documentation+and+mathematical+linguistics&rft.au=Egorova%2C+A.+D.&rft.au=Amurskaya%2C+O.+Yu&rft.date=2025-06-01&rft.pub=Pleiades+Publishing&rft.issn=0005-1055&rft.eissn=1934-8371&rft.volume=59&rft.issue=3&rft.spage=185&rft.epage=193&rft_id=info:doi/10.3103%2FS0005105525700621&rft.externalDocID=10_3103_S0005105525700621
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0005-1055&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0005-1055&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0005-1055&client=summon