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Revista de Ciencias Humanas,
Teoría Social y Pensamiento Crítico
Universidad Nacional Experimental Rafael María Baralt
Maracaibo, Venezuela
N°Mayo - Agosto
resumen
Esta investigación analiza el fenómeno del creciente interés en la gestión de
Buscamos comprender cómo los datos empíricos pueden mostrar cómo
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indican un crecimiento sostenido en la producción científica sobre CSCM,
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Palabras claves : Gestión de la cadena de suministro en la nube, pro-
Abstract
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Keywords:
RECIBIDO: 22/09/2025
ACEPTADO: 27/01/2026
BiBLiOMETRiC ANALYSiS OF CLOUD SUPPLY CHAiN
MANAGEMENT: EMPiRiCAL DATA AND SECURiTY
Análisis bibliométrico de la gestión de la cadena de suministro en la
nube: datos empíricos y seguridad
Rafael Emiliano Apolinario Quintana
rafael.apolinarioqu@ug.edu.ec
Este trabajo está depositado en Zenodo:
https://doi.org/10.5281/zenodo.20941511
Humberto Pedro Segarra Jaime
humberto.segarraj@ug.edu.ec
Monica Annabelle Caicedo Leones
monica.caicedol@ug.edu.ec
Delia Alexandra Cevallos Castro
delia.cevallosc@ug.edu.ec
Wilsom Ruben Molina Chagerben
wilson.molinach@ug.edu.ec
Rafael Apolinario, Humberto Segarra, Monica Caicedo, Delia Cevallos y Wilsom Molina
Bibliometric Analysis of Cloud Supply Chain Management...
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INTRODUCTION: HOW CSCM
WORKS AND HOW IT IS PRE-
SENTED TO SECURITY ISSUES
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compass tools, infrastructures, and
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per se, is
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tes various entities and processes to
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tions, people, activities, information,
sale of a product or service, covering
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sign, product manufacturing, trans-
derived consequence, customer sa-
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of information interconnected to
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me a critical component for busi-
ness success in a globalized market
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transportation, distribution, order
operational production processes
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sion- making and operational respon-
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on its comparison against traditio-
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refore, CSCM is defined as a secure
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processes and activities, creating
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in a globalized and automated eco-
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quisition, transfer, and combination
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PURPOSE: DOES SCIENTIFIC
PRODUCTION OFFERS ENOU-
GH EMPIRICAL DATA TO INDI-
CATE CSCM CYBERSECURITY?
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METHODS AND MATERIALS
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useful conclusions for future studies
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tific production related to CSCM, a
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of knowledge and understanding of
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mation of practices and improvement
The WoS Bibliometric Network
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a citation count equal to or greater
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used to visualize semantic bibliome-
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WoS Scientific production on
RESULTS
General appreciation and speci-
fic semantics on security
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Rafael Apolinario, Humberto Segarra, Monica Caicedo, Delia Cevallos y Wilsom Molina
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continuous improvement of cloud in-
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panies optimizes business processes
infrastructures, platforms, and sof-
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implies differences from a com-
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on its success, because it would not
be logic to obtain empirical data of
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requirements follow a uniform distri-
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management focuses on customers,
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includes a cloud-based virtual plat-
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Bibliometric Analysis of Cloud
Supply Chain Management
Scientific production on CSCM
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ced peaks in scientific production,
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impact on knowledge development
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teria, 1,715 records were identified,
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Annual Scientific Production of
Cloud Supply Chain Manage-
ment
Note:
growing interest in cloud computing
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automation and control, fundamental
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for accessible and efficient solutions
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neering, complementing knowledge
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trend towards responsible innovation
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field,
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Journals with the Most Publica-
tions
Sources Articles %
IFAC Papersonline 124 7.230 %
Sustainability 56 3.265 %
IEEE Access 43 2.507 %
International Journal of Production Research 26 1.516 %
Computers Industrial Engineering 20 1.166 %
International Journal of Production Economics 19 1.108 %
Lecture Notes in Computer Science 18 1.050 %
Annals of Operations Research 17 0.991 %
Sensors 17 0.991 %
Applied Sciences Basel 14 0.816 %
Technological Forecasting and Social Change 13 0.758 %
IFIP Advances in Information and Communication
Technology
12 0.700 %
Journal of Cleaner Production 11 0.641 %
Computers in Industry 10 0.583 %
IEEE Transactions on Industrial Informatics 10 0.583 %
International Journal of Advanced Manufacturing
Technology
10 0.583 %
International Journal of Computer Integrated Manu-
facturing
10 0.583 %
Journal of Cloud Computing Advances Systems and
Applications
9 0.525 %
Journal of Enterprise Information Management 9 0.525 %
Procedia Manufacturing 9 0.525 %
IEEE International Conference on Industrial Informatics
Indin
8 0.466 %
Industrial Management Data Systems 8 0.466 %
International Journal of Information Management 8 0.466 %
Mathematical Problems in Engineering 8 0.466 %
Production Planning Control 8 0.466 %
Note:
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importance of smart manufacturing
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and asset management in productive
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nologies in manufacturing companies
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nection of devices across different
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opportunities of artificial intelligence
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vancement, as well as its transforma-
tive potential in practical applications,
for sustainable and competitive in-
Reference of Most Cited Articles
Autors/Journals Artícles Total of
Quotes
1
Zhong, R.Y., Xu, X., Klotz, E.,
Newman,
Engineerin
Intelligent Manufacturing in
A Review 1318
2
Business Horizons
Applications, investments,
and
challenges for enterprises
1289
3
Frank, A.G., Dalenogare, L.S.,
Journal of Production Economic
Industry 4.0 technologies:
Implementation patterns in
manufacturing companies
1200
4
Wolfert, S., Ge, L., Verdouw, C.,
Agricultural System
Big Data in Smart Farming
1179
Rafael Apolinario, Humberto Segarra, Monica Caicedo, Delia Cevallos y Wilsom Molina
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5 Atzori, L., Iera, A., Morabito, G.
The internet of things: a
survey
937
6 Oztemel, E.,
Journal of Intel-
ligent Manufac-
turing
Literature review of Indus-
try 4.0 and related tech-
nologies
909
7
Dwivedi, Y.K., Hughes, L., Ismagi-
lova, E., Aarts, G., Coombs, C.,
International Journal of Informa-
tion Management
Multidisciplinary perspectives
on emerging challenges,
opportunities,
and agenda for research,
practice and policy
859
8
International Journal of Production
Research
Smart manufacturing 676
9 Hu, H., Wen, Y.G., Chua, T.S., Li,
IEEE Access
Toward Scalable Systems
for Big Data Analytics: A
Technology Tutorial
594
10
Reddy, P., Pham, Q.V., Deepa,
N., Dev, K.,
Reddy, T., Ruby, R., Liyanage,
Information Integration
enabling technologies and
potential applications
488
11
Computers in Industry
Digital Supply Chain: Literature
review and a proposed frame-
work for future research
472
12
Wu, D.Z., Rosen, D.W., Wang, L.H.,
Computer Aided Design
Cloud-based design and man-
ufacturing: A new paradigm in
digital manufacturing and de-
sign innovation
430
13 Tzounis, A., Katsoulas, N., Bartz-
Biosystems Engineering
Internet of Things in agriculture,
recent advances and future
challenges
400
14 Sengupta, J., Ruj, S., Das Bit, S
Journal of Network and Computer
Applications
A Comprehensive Survey on
Attacks, Security Issues and
Blockchain Solutions for IoT
and IIoT
393
15 Korpela, K., Hallikas, J., Dahlberg,
th
Annual Hawaii
International Conference on System
Sciences
Digital Supply Chain Transfor-
mation toward Blockchain
Integration
382
16
Xu, BY., Xu, LD., Cai, HM., Xie, C.,
IEEE Transactions on Industrial
Informatic
Ubiquitous Data Accessing
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tion System for Emergency
Medical Services
361
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N° 27 Mayo – Agosto (2026). PP: 505-521
17
Cai, YP., Guan, KY., Peng, J., Wang,
SW., Seifert, C., Wardlow, B., Li, Z.
Remote Sensing of Enviroment
A high-performance and in-sea-
son classification system of
field-level crop types using
time-series Landsat data and a
machine learning approach
312
18
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tions Policy
Blockchain’s roles in strength-
ening cybersecurity and pro-
tecting privacy
292
19
Sharma, R., Kamble, S., Gunase-
karan, A., Kumar, V., Kumar, A
Computers & Operations Research
A systematic literature review
on machine learning applica-
tions for sustainable agriculture
supply chain
performance
283
20
Ardito, L., Petruzzelli, AM., Pan-
Business Process Management
Journal
Towards Industry 4.0 Mapping
digital technologies for supply
chain management-marketing
integration
265
21 -
tion Planning & Control
Defining and assessing industry
4.0 maturity levels - case of the
defence
sector
197
22
Knowledge-Bases Systems
A belief propagation-based
method for task allocation in
open and dynamic cloud envi-
ronments
187
23
Ooi, KB., Lee, VH., Tan, GWH., Hew,
TS., Hew,
Expert Systems With Application
Cloud computing in manufac-
turing: The next industrial revo-
lution in Malaysia?
176
24
IEEE Transactions on Industrial
Informatics
IoT and Cloud Computing in
Automation of Assembly Model-
ing Systems
171
25
Ivanov, D., Dolgui, A., Sokolov, B.
Review
Cloud supply chain: Integrating
Industry 4.0 and digital plat-
forms in the “Supply Chain-as-
a-Service”
97
Note:
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-
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gement reflects a focus on optimi-
zing processes, reducing costs, and
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application of cloud computing to su-
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plications for companies seeking to
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Network of Keywords Used by
Authors
Note:
possible geopolitical, economic, and
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presence of Emerging Economies
a significant presence of production
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be interpreted in terms of differences
in production policies, labor, and te-
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3 provides a basis for understanding
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Production by Country
Region Frequence
China 507
EE. UU. 236
India 224
Alemania 126
Inglaterra 125
Italia 96
Francia 93
Australia 78
Taiwán 58
España 50
Malasia 46
Canadá 45
Finlandia 38
Corea del Sur 37
Irán 36
Brasil 34
Arabia Saudita 34
Polonia 33
Grecia 29
Marruecos 28
Portugal 26
Noruega 24
Pavo 24
Países Bajos 23
Emiratos Árabes 23
Note:
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Affiliations of the Articles
Affiliations
Rafael Apolinario, Humberto Segarra, Monica Caicedo, Delia Cevallos y Wilsom Molina
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South China University of Technology 33 1.916%
Hong Kong Polytechnic University 29 1.684%
Indian Institute of Technology System IIT System 24 1.394%
Chinese Academy of Sciences 23 1.336%
Centre National de la Recherche Scientifique CNRS 19 1.103%
National Institute Of Technology NIT System 19 1.103%
Beihang University 17 0.987%
Shanghai Maritime University 17 0.987%
IMT Institute Mines Telecom 16 0.929%
Shanghai Jiao Tong University 16 0.929%
University of Hong Kong 15 0.871%
Indian Institute of Management IIM System 14 0.813%
University of Texas System 14 0.813%
Beijing University of Posts Telecommunications 13 0.755%
National Institute of Industrial Engineering Nitie 13 0.755%
Vellore Institute of Technology VIT 13 0.755%
State University System of Florida 12 0.697%
Universidad Politecnica de Valencia 12 0.697%
University of Auckland 12 0.697%
University of Technology Sydney 12 0.697%
Old Dominion University 11 0.639%
Sharif University of Technology 11 0.639%
Beijing Institute of Technology 10 0.581%
Berlin School of Economics Law 10 0.581%
Chongquing University 10 0.581%
Note:
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tralized model and all its information
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supplier is not involved, it can also be
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interconnections to different sources
no peer-viewed one, are optimistic
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a semantic recurrent aspect on bi-
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CONCLUSIONS
as offering new opportunities and
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tation are fundamental for success
to develop better models and con-
tracts to ensure optimal coordina-
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empirical data of its success, limita-
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transforming traditional interaction
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opportunities to improve traditio-
CSCM also presents opportunities
to promote sustainable development
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resource use can contribute to a re-
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amounts of information make difficult
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be critical and facing to risks, becau-
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CSCM are diverse, ranging from ope-
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ses, more it is important to address
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Future researches
application of CSCM, it is crucial to
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models must ensure greater efficien-
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data on its functioning, a more clear
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dings, and to guarantee, if possible,
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REFERENCES
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Dina-
Universidad
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rendimiento de la cadena de suminis-
Información tecnológica,
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Busi-
ness Process Management Journal,
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Depart-
ment of Computer science, Universi-
ty of California
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,
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-
Production Planning & Con-
-
re review and a proposed framework
Computers in In-
dustry, 97
Proceeding of 2013
International Symposium on Applied
Engineering, Technical, and Innova-
tion
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Remote Sensing
of Environment, 210
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Comuni-
Utopía Y Praxis Latinoa-
mericana -
-
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N° 27 Mayo – Agosto (2026). PP: 505-521
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International Journal of Infor-
mation Management, 57
Científica sobre la Salud Mental de
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Cogitare enfermagen, 29,
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plementation patterns in manufactu-
International Journal
of Production Economics, 210
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gistics and Transportation Review,
160
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International Journal
on Recent and Innovation Trends
in Computing and Communication,
International Jour-
nal For Multidisciplinary Research,
Knowledge-Based Systems, 115,
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Conference on System
Sciences
Telecommu-
-
International Journal of Pro-
Central European
Conference on Information and Inte-
lligent Systems - Conference Proce-
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-
,
Journal of Intelligent & Fuzzy
Systems
-
-
Revista in-
teramericana de ambiente y turismo,
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Revista Cientifica Profundida
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Internet of
Things
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Expert Systems with Applica-
tions, 93
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Revista
Venezolana de Gerencia
Journal of In-
telligent Manufacturing, 31
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Journal of Industrial Informa-
tion Integration, 26
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Jour-
nal of Network and Computer Appli-
cations, 149
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Computers & Opera-
tions Research, 119
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Biosyste-
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Intagible Capi-
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Journal of Advanced Manage-
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IEEE Transactions on Industrial Infor-
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016 International
Conference on Management Scien-
,
Agricultural Sys-
tems, 153
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radigm in digital manufacturing and
Computer-Aided
Design, 59
IEEE Transactions
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Jornal od Cosastal Research,
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Proceeding of the 2014 International
Conference on Economic Manage-
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ment and Trade Cooperation
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