A Reinforcement Learning Variable Neighborhood Search for the Robust Dynamic Bayesian Network Optimization Problem under the Supply Chain Ripple Effect Article Swipe

View

Ming Liu , Hao Tang , Feng Chu , Feifeng Zheng , Chengbin Chu ·

YOU? · · 2022 · Open Access · · DOI: https://doi.org/10.1016/j.ifacol.2022.09.596

International audience

Related Topics

Reinforcement Learning

Computer Science

Supply Chain

Artificial Intelligence

Electrical Engineering

Concepts

Reinforcement learning Computer science Dynamic Bayesian network Ripple Supply chain Bayesian network Artificial intelligence Machine learning Robust optimization Process (computing) Mathematical optimization Engineering Mathematics Voltage Operating system Law Political science Electrical engineering

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.1016/j.ifacol.2022.09.596
OA Status: diamond
Cited By: 7
References: 22
Related Works: 10
OpenAlex ID: https://openalex.org/W4301373109

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4301373109

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1016/j.ifacol.2022.09.596

Digital Object Identifier
Title: A Reinforcement Learning Variable Neighborhood Search for the Robust Dynamic Bayesian Network Optimization Problem under the Supply Chain Ripple Effect

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2022

Year of publication
Publication date: 2022-01-01

Full publication date if available
Authors: Ming Liu, Hao Tang, Feng Chu, Feifeng Zheng, Chengbin Chu

List of authors in order
Landing page: https://doi.org/10.1016/j.ifacol.2022.09.596

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: diamond

Open access status per OpenAlex
OA URL: https://doi.org/10.1016/j.ifacol.2022.09.596

Direct OA link when available
Concepts: Reinforcement learning, Computer science, Dynamic Bayesian network, Ripple, Supply chain, Bayesian network, Artificial intelligence, Machine learning, Robust optimization, Process (computing), Mathematical optimization, Engineering, Mathematics, Voltage, Operating system, Law, Political science, Electrical engineering

Top concepts (fields/topics) attached by OpenAlex
Cited by: 7

Total citation count in OpenAlex
Citations by year (recent): 2025: 2, 2024: 3, 2023: 1, 2021: 1

Per-year citation counts (last 5 years)
References (count): 22

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4301373109
doi	https://doi.org/10.1016/j.ifacol.2022.09.596
ids.doi	https://doi.org/10.1016/j.ifacol.2022.09.596
ids.openalex	https://openalex.org/W4301373109
fwci	1.31370321
type	article
title	A Reinforcement Learning Variable Neighborhood Search for the Robust Dynamic Bayesian Network Optimization Problem under the Supply Chain Ripple Effect
awards[0].id	https://openalex.org/G2150154707
awards[0].funder_id	https://openalex.org/F4320321001
awards[0].display_name
awards[0].funder_award_id	71771048
awards[0].funder_display_name	National Natural Science Foundation of China
awards[1].id	https://openalex.org/G613169551
awards[1].funder_id	https://openalex.org/F4320321001
awards[1].display_name
awards[1].funder_award_id	71890973
awards[1].funder_display_name	National Natural Science Foundation of China
awards[2].id	https://openalex.org/G410739489
awards[2].funder_id	https://openalex.org/F4320321001
awards[2].display_name
awards[2].funder_award_id	72071144
awards[2].funder_display_name	National Natural Science Foundation of China
awards[3].id	https://openalex.org/G1821643505
awards[3].funder_id	https://openalex.org/F4320321001
awards[3].display_name
awards[3].funder_award_id	72021002
awards[3].funder_display_name	National Natural Science Foundation of China
awards[4].id	https://openalex.org/G3001818263
awards[4].funder_id	https://openalex.org/F4320321001
awards[4].display_name
awards[4].funder_award_id	71871159
awards[4].funder_display_name	National Natural Science Foundation of China
awards[5].id	https://openalex.org/G1708315203
awards[5].funder_id	https://openalex.org/F4320321001
awards[5].display_name
awards[5].funder_award_id	71832001
awards[5].funder_display_name	National Natural Science Foundation of China
biblio.issue	10
biblio.volume	55
biblio.last_page	1464
biblio.first_page	1459
topics[0].id	https://openalex.org/T11864
topics[0].field.id	https://openalex.org/fields/14
topics[0].field.display_name	Business, Management and Accounting
topics[0].score	0.9997000098228455
topics[0].domain.id	https://openalex.org/domains/2
topics[0].domain.display_name	Social Sciences
topics[0].subfield.id	https://openalex.org/subfields/1408
topics[0].subfield.display_name	Strategy and Management
topics[0].display_name	Supply Chain Resilience and Risk Management
topics[1].id	https://openalex.org/T11357
topics[1].field.id	https://openalex.org/fields/18
topics[1].field.display_name	Decision Sciences
topics[1].score	0.9919000267982483
topics[1].domain.id	https://openalex.org/domains/2
topics[1].domain.display_name	Social Sciences
topics[1].subfield.id	https://openalex.org/subfields/1804
topics[1].subfield.display_name	Statistics, Probability and Uncertainty
topics[1].display_name	Risk and Safety Analysis
topics[2].id	https://openalex.org/T10328
topics[2].field.id	https://openalex.org/fields/14
topics[2].field.display_name	Business, Management and Accounting
topics[2].score	0.9840999841690063
topics[2].domain.id	https://openalex.org/domains/2
topics[2].domain.display_name	Social Sciences
topics[2].subfield.id	https://openalex.org/subfields/1404
topics[2].subfield.display_name	Management Information Systems
topics[2].display_name	Supply Chain and Inventory Management
funders[0].id	https://openalex.org/F4320321001
funders[0].ror	https://ror.org/01h0zpd94
funders[0].display_name	National Natural Science Foundation of China
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C97541855
concepts[0].level	2
concepts[0].score	0.7831385135650635
concepts[0].wikidata	https://www.wikidata.org/wiki/Q830687
concepts[0].display_name	Reinforcement learning
concepts[1].id	https://openalex.org/C41008148
concepts[1].level	0
concepts[1].score	0.6698192954063416
concepts[1].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[1].display_name	Computer science
concepts[2].id	https://openalex.org/C82142266
concepts[2].level	3
concepts[2].score	0.6139413118362427
concepts[2].wikidata	https://www.wikidata.org/wiki/Q3456604
concepts[2].display_name	Dynamic Bayesian network
concepts[3].id	https://openalex.org/C2779599953
concepts[3].level	3
concepts[3].score	0.5421257615089417
concepts[3].wikidata	https://www.wikidata.org/wiki/Q1776117
concepts[3].display_name	Ripple
concepts[4].id	https://openalex.org/C108713360
concepts[4].level	2
concepts[4].score	0.5372642278671265
concepts[4].wikidata	https://www.wikidata.org/wiki/Q1824206
concepts[4].display_name	Supply chain
concepts[5].id	https://openalex.org/C33724603
concepts[5].level	2
concepts[5].score	0.5330561399459839
concepts[5].wikidata	https://www.wikidata.org/wiki/Q812540
concepts[5].display_name	Bayesian network
concepts[6].id	https://openalex.org/C154945302
concepts[6].level	1
concepts[6].score	0.4752737581729889
concepts[6].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[6].display_name	Artificial intelligence
concepts[7].id	https://openalex.org/C119857082
concepts[7].level	1
concepts[7].score	0.4498039782047272
concepts[7].wikidata	https://www.wikidata.org/wiki/Q2539
concepts[7].display_name	Machine learning
concepts[8].id	https://openalex.org/C193254401
concepts[8].level	2
concepts[8].score	0.4383096992969513
concepts[8].wikidata	https://www.wikidata.org/wiki/Q2160088
concepts[8].display_name	Robust optimization
concepts[9].id	https://openalex.org/C98045186
concepts[9].level	2
concepts[9].score	0.4381484091281891
concepts[9].wikidata	https://www.wikidata.org/wiki/Q205663
concepts[9].display_name	Process (computing)
concepts[10].id	https://openalex.org/C126255220
concepts[10].level	1
concepts[10].score	0.4082714915275574
concepts[10].wikidata	https://www.wikidata.org/wiki/Q141495
concepts[10].display_name	Mathematical optimization
concepts[11].id	https://openalex.org/C127413603
concepts[11].level	0
concepts[11].score	0.13258695602416992
concepts[11].wikidata	https://www.wikidata.org/wiki/Q11023
concepts[11].display_name	Engineering
concepts[12].id	https://openalex.org/C33923547
concepts[12].level	0
concepts[12].score	0.11816775798797607
concepts[12].wikidata	https://www.wikidata.org/wiki/Q395
concepts[12].display_name	Mathematics
concepts[13].id	https://openalex.org/C165801399
concepts[13].level	2
concepts[13].score	0.0
concepts[13].wikidata	https://www.wikidata.org/wiki/Q25428
concepts[13].display_name	Voltage
concepts[14].id	https://openalex.org/C111919701
concepts[14].level	1
concepts[14].score	0.0
concepts[14].wikidata	https://www.wikidata.org/wiki/Q9135
concepts[14].display_name	Operating system
concepts[15].id	https://openalex.org/C199539241
concepts[15].level	1
concepts[15].score	0.0
concepts[15].wikidata	https://www.wikidata.org/wiki/Q7748
concepts[15].display_name	Law
concepts[16].id	https://openalex.org/C17744445
concepts[16].level	0
concepts[16].score	0.0
concepts[16].wikidata	https://www.wikidata.org/wiki/Q36442
concepts[16].display_name	Political science
concepts[17].id	https://openalex.org/C119599485
concepts[17].level	1
concepts[17].score	0.0
concepts[17].wikidata	https://www.wikidata.org/wiki/Q43035
concepts[17].display_name	Electrical engineering
keywords[0].id	https://openalex.org/keywords/reinforcement-learning
keywords[0].score	0.7831385135650635
keywords[0].display_name	Reinforcement learning
keywords[1].id	https://openalex.org/keywords/computer-science
keywords[1].score	0.6698192954063416
keywords[1].display_name	Computer science
keywords[2].id	https://openalex.org/keywords/dynamic-bayesian-network
keywords[2].score	0.6139413118362427
keywords[2].display_name	Dynamic Bayesian network
keywords[3].id	https://openalex.org/keywords/ripple
keywords[3].score	0.5421257615089417
keywords[3].display_name	Ripple
keywords[4].id	https://openalex.org/keywords/supply-chain
keywords[4].score	0.5372642278671265
keywords[4].display_name	Supply chain
keywords[5].id	https://openalex.org/keywords/bayesian-network
keywords[5].score	0.5330561399459839
keywords[5].display_name	Bayesian network
keywords[6].id	https://openalex.org/keywords/artificial-intelligence
keywords[6].score	0.4752737581729889
keywords[6].display_name	Artificial intelligence
keywords[7].id	https://openalex.org/keywords/machine-learning
keywords[7].score	0.4498039782047272
keywords[7].display_name	Machine learning
keywords[8].id	https://openalex.org/keywords/robust-optimization
keywords[8].score	0.4383096992969513
keywords[8].display_name	Robust optimization
keywords[9].id	https://openalex.org/keywords/process
keywords[9].score	0.4381484091281891
keywords[9].display_name	Process (computing)
keywords[10].id	https://openalex.org/keywords/mathematical-optimization
keywords[10].score	0.4082714915275574
keywords[10].display_name	Mathematical optimization
keywords[11].id	https://openalex.org/keywords/engineering
keywords[11].score	0.13258695602416992
keywords[11].display_name	Engineering
keywords[12].id	https://openalex.org/keywords/mathematics
keywords[12].score	0.11816775798797607
keywords[12].display_name	Mathematics
language	en
locations[0].id	doi:10.1016/j.ifacol.2022.09.596
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S2898405271
locations[0].source.issn	2405-8963, 2405-8971
locations[0].source.type	journal
locations[0].source.is_oa	True
locations[0].source.issn_l	2405-8963
locations[0].source.is_core	True
locations[0].source.is_in_doaj	False
locations[0].source.display_name	IFAC-PapersOnLine
locations[0].source.host_organization	https://openalex.org/P4310320990
locations[0].source.host_organization_name	Elsevier BV
locations[0].source.host_organization_lineage	https://openalex.org/P4310320990
locations[0].source.host_organization_lineage_names	Elsevier BV
locations[0].license
locations[0].pdf_url
locations[0].version	publishedVersion
locations[0].raw_type	journal-article
locations[0].license_id
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	IFAC-PapersOnLine
locations[0].landing_page_url	https://doi.org/10.1016/j.ifacol.2022.09.596
locations[1].id	pmh:oai:HAL:hal-03723063v1
locations[1].is_oa	False
locations[1].source.id	https://openalex.org/S4306402512
locations[1].source.issn
locations[1].source.type	repository
locations[1].source.is_oa	False
locations[1].source.issn_l
locations[1].source.is_core	False
locations[1].source.is_in_doaj	False
locations[1].source.display_name	HAL (Le Centre pour la Communication Scientifique Directe)
locations[1].source.host_organization	https://openalex.org/I1294671590
locations[1].source.host_organization_name	Centre National de la Recherche Scientifique
locations[1].source.host_organization_lineage	https://openalex.org/I1294671590
locations[1].license
locations[1].pdf_url
locations[1].version	submittedVersion
locations[1].raw_type	Conference papers
locations[1].license_id
locations[1].is_accepted	False
locations[1].is_published	False
locations[1].raw_source_name	10th IFAC Conference on Manufacturing Modelling, Management and Control (MIM 2022), Jun 2022, Nantes, France. pp.1459--1464, ⟨10.1016/j.ifacol.2022.09.596⟩
locations[1].landing_page_url	https://univ-evry.hal.science/hal-03723063
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5100347835
authorships[0].author.orcid	https://orcid.org/0000-0003-3190-5008
authorships[0].author.display_name	Ming Liu
authorships[0].countries	CN
authorships[0].affiliations[0].institution_ids	https://openalex.org/I116953780
authorships[0].affiliations[0].raw_affiliation_string	Tongji University (1239 Siping Road, Shanghai - China)
authorships[0].institutions[0].id	https://openalex.org/I116953780
authorships[0].institutions[0].ror	https://ror.org/03rc6as71
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I116953780
authorships[0].institutions[0].country_code	CN
authorships[0].institutions[0].display_name	Tongji University
authorships[0].author_position	first
authorships[0].raw_author_name	Ming Liu
authorships[0].is_corresponding	False
authorships[0].raw_affiliation_strings	Tongji University (1239 Siping Road, Shanghai - China)
authorships[1].author.id	https://openalex.org/A5003663336
authorships[1].author.orcid	https://orcid.org/0000-0002-8302-7684
authorships[1].author.display_name	Hao Tang
authorships[1].affiliations[0].raw_affiliation_string	School of Economics and Management (China)
authorships[1].author_position	middle
authorships[1].raw_author_name	Hao Tang
authorships[1].is_corresponding	False
authorships[1].raw_affiliation_strings	School of Economics and Management (China)
authorships[2].author.id	https://openalex.org/A5024748800
authorships[2].author.orcid	https://orcid.org/0000-0003-1225-8319
authorships[2].author.display_name	Feng Chu
authorships[2].countries	FR
authorships[2].affiliations[0].institution_ids	https://openalex.org/I4210107733
authorships[2].affiliations[0].raw_affiliation_string	IBISC - Informatique, BioInformatique, Systèmes Complexes (40,rue du pelvoux, Courcouronnes 91020 EVRY CEDEX - France)
authorships[2].institutions[0].id	https://openalex.org/I4210107733
authorships[2].institutions[0].ror	https://ror.org/01aqxgr98
authorships[2].institutions[0].type	facility
authorships[2].institutions[0].lineage	https://openalex.org/I277688954, https://openalex.org/I277688954, https://openalex.org/I4210107733, https://openalex.org/I88467170
authorships[2].institutions[0].country_code	FR
authorships[2].institutions[0].display_name	Informatique, BioInformatique, Systèmes Complexes
authorships[2].author_position	middle
authorships[2].raw_author_name	Feng Chu
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	IBISC - Informatique, BioInformatique, Systèmes Complexes (40,rue du pelvoux, Courcouronnes 91020 EVRY CEDEX - France)
authorships[3].author.id	https://openalex.org/A5110699873
authorships[3].author.orcid
authorships[3].author.display_name	Feifeng Zheng
authorships[3].countries	CN
authorships[3].affiliations[0].institution_ids	https://openalex.org/I181326427
authorships[3].affiliations[0].raw_affiliation_string	Donghua University [Shanghai] (1882 Yan'an Road West, Shanghai, 200051 - China)
authorships[3].institutions[0].id	https://openalex.org/I181326427
authorships[3].institutions[0].ror	https://ror.org/035psfh38
authorships[3].institutions[0].type	education
authorships[3].institutions[0].lineage	https://openalex.org/I181326427
authorships[3].institutions[0].country_code	CN
authorships[3].institutions[0].display_name	Donghua University
authorships[3].author_position	middle
authorships[3].raw_author_name	Feifeng Zheng
authorships[3].is_corresponding	False
authorships[3].raw_affiliation_strings	Donghua University [Shanghai] (1882 Yan'an Road West, Shanghai, 200051 - China)
authorships[4].author.id	https://openalex.org/A5100741513
authorships[4].author.orcid	https://orcid.org/0000-0002-1837-4380
authorships[4].author.display_name	Chengbin Chu
authorships[4].countries	FR
authorships[4].affiliations[0].institution_ids	https://openalex.org/I12187552, https://openalex.org/I4210154111, https://openalex.org/I4387154752
authorships[4].affiliations[0].raw_affiliation_string	ESIEE Paris (2 boulevard Blaise Pascal Cité Descartes BP 99 93162 Noisy-le-Grand Cedex - France)
authorships[4].affiliations[1].raw_affiliation_string	COSYS-GRETTIA - Génie des Réseaux de Transport Terrestres et Informatique Avancée (14-20 Boulevard Newton Cité Descartes, Champs sur Marne F-77454 Marne la Vallée Cedex 2 - France)
authorships[4].institutions[0].id	https://openalex.org/I4387154752
authorships[4].institutions[0].ror	https://ror.org/04x383a88
authorships[4].institutions[0].type	education
authorships[4].institutions[0].lineage	https://openalex.org/I2801673036, https://openalex.org/I4210154111, https://openalex.org/I4387154752
authorships[4].institutions[0].country_code	FR
authorships[4].institutions[0].display_name	ESIEE Paris
authorships[4].institutions[1].id	https://openalex.org/I12187552
authorships[4].institutions[1].ror	https://ror.org/03r13py57
authorships[4].institutions[1].type	education
authorships[4].institutions[1].lineage	https://openalex.org/I12187552
authorships[4].institutions[1].country_code	FR
authorships[4].institutions[1].display_name	UniLaSalle Amiens (ESIEE-Amiens)
authorships[4].institutions[2].id	https://openalex.org/I4210154111
authorships[4].institutions[2].ror	https://ror.org/03x42jk29
authorships[4].institutions[2].type	education
authorships[4].institutions[2].lineage	https://openalex.org/I4210154111
authorships[4].institutions[2].country_code	FR
authorships[4].institutions[2].display_name	Université Gustave Eiffel
authorships[4].author_position	last
authorships[4].raw_author_name	Chengbin Chu
authorships[4].is_corresponding	False
authorships[4].raw_affiliation_strings	COSYS-GRETTIA - Génie des Réseaux de Transport Terrestres et Informatique Avancée (14-20 Boulevard Newton Cité Descartes, Champs sur Marne F-77454 Marne la Vallée Cedex 2 - France), ESIEE Paris (2 boulevard Blaise Pascal Cité Descartes BP 99 93162 Noisy-le-Grand Cedex - France)
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://doi.org/10.1016/j.ifacol.2022.09.596
open_access.oa_status	diamond
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	A Reinforcement Learning Variable Neighborhood Search for the Robust Dynamic Bayesian Network Optimization Problem under the Supply Chain Ripple Effect
has_fulltext	False
is_retracted	False
updated_date	2025-11-08T23:21:52.890332
primary_topic.id	https://openalex.org/T11864
primary_topic.field.id	https://openalex.org/fields/14
primary_topic.field.display_name	Business, Management and Accounting
primary_topic.score	0.9997000098228455
primary_topic.domain.id	https://openalex.org/domains/2
primary_topic.domain.display_name	Social Sciences
primary_topic.subfield.id	https://openalex.org/subfields/1408
primary_topic.subfield.display_name	Strategy and Management
primary_topic.display_name	Supply Chain Resilience and Risk Management
related_works	https://openalex.org/W4229441739, https://openalex.org/W4303411445, https://openalex.org/W2578973671, https://openalex.org/W2215058820, https://openalex.org/W2097663773, https://openalex.org/W1602184117, https://openalex.org/W2413421635, https://openalex.org/W2511198839, https://openalex.org/W1966557338, https://openalex.org/W2366931106
cited_by_count	7
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	2
counts_by_year[1].year	2024
counts_by_year[1].cited_by_count	3
counts_by_year[2].year	2023
counts_by_year[2].cited_by_count	1
counts_by_year[3].year	2021
counts_by_year[3].cited_by_count	1
locations_count	2
best_oa_location.id	doi:10.1016/j.ifacol.2022.09.596
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S2898405271
best_oa_location.source.issn	2405-8963, 2405-8971
best_oa_location.source.type	journal
best_oa_location.source.is_oa	True
best_oa_location.source.issn_l	2405-8963
best_oa_location.source.is_core	True
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	IFAC-PapersOnLine
best_oa_location.source.host_organization	https://openalex.org/P4310320990
best_oa_location.source.host_organization_name	Elsevier BV
best_oa_location.source.host_organization_lineage	https://openalex.org/P4310320990
best_oa_location.source.host_organization_lineage_names	Elsevier BV
best_oa_location.license
best_oa_location.pdf_url
best_oa_location.version	publishedVersion
best_oa_location.raw_type	journal-article
best_oa_location.license_id
best_oa_location.is_accepted	True
best_oa_location.is_published	True
best_oa_location.raw_source_name	IFAC-PapersOnLine
best_oa_location.landing_page_url	https://doi.org/10.1016/j.ifacol.2022.09.596
primary_location.id	doi:10.1016/j.ifacol.2022.09.596
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S2898405271
primary_location.source.issn	2405-8963, 2405-8971
primary_location.source.type	journal
primary_location.source.is_oa	True
primary_location.source.issn_l	2405-8963
primary_location.source.is_core	True
primary_location.source.is_in_doaj	False
primary_location.source.display_name	IFAC-PapersOnLine
primary_location.source.host_organization	https://openalex.org/P4310320990
primary_location.source.host_organization_name	Elsevier BV
primary_location.source.host_organization_lineage	https://openalex.org/P4310320990
primary_location.source.host_organization_lineage_names	Elsevier BV
primary_location.license
primary_location.pdf_url
primary_location.version	publishedVersion
primary_location.raw_type	journal-article
primary_location.license_id
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	IFAC-PapersOnLine
primary_location.landing_page_url	https://doi.org/10.1016/j.ifacol.2022.09.596
publication_date	2022-01-01
publication_year	2022
referenced_works	https://openalex.org/W3138103741, https://openalex.org/W1963848977, https://openalex.org/W2765992545, https://openalex.org/W1999784138, https://openalex.org/W2529268610, https://openalex.org/W2467634557, https://openalex.org/W6800055091, https://openalex.org/W2927511117, https://openalex.org/W2972518961, https://openalex.org/W2614819110, https://openalex.org/W2141640932, https://openalex.org/W1965833705, https://openalex.org/W3159134414, https://openalex.org/W3105109140, https://openalex.org/W2802200907, https://openalex.org/W1978689898, https://openalex.org/W2084246461, https://openalex.org/W2769146708, https://openalex.org/W2804397830, https://openalex.org/W2976014174, https://openalex.org/W2208257113, https://openalex.org/W3189084231
referenced_works_count	22
abstract_inverted_index.audience	1
abstract_inverted_index.International	0
cited_by_percentile_year.max	97
cited_by_percentile_year.min	89
countries_distinct_count	2
institutions_distinct_count	5
citation_normalized_percentile.value	0.82889972
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False