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Data Science, Digital Transformation, Risks & Complex Systems



Research Axis “Data Science, Digital Transformation, Risks & Complex Systems” represents a concerted collaboration between researchers from the ESILV and EMLV. Their combined expertise provides a comprehensive lens through which they tackle three primary areas of investigation: Complex Systems, Risks, and Data Science and Digital Transformation.




Intra-disciplinary areas

Data Science, Digital Transformation, Risks & Complex Systems

Research Axis “Data Science, Digital Transformation, Risks & Complex Systems”, with its three distinct yet interconnected topics, signifies the profound efforts of ESILV and EMLV researchers in contributing to a more informed and technologically advanced world.

Complex Systems

The first focal point, Complex Systems, is centered on modeling the intricate interactions of various entities. This includes:

  • Fluids and Particles: Modeling the collective behavior in fluids – liquids, gases, or plasmas – with fluid models and kinetic theory, with emphasis on the wave-particle interactions, has applications in numerous scientific and engineering disciplines.
  • Opinion Dynamics: Capturing the evolution and spread of opinions provides insights into human behavior, decision-making, and societal trends.
  • Crowd Behavior: Studying large group dynamics can offer important revelations about collective human actions and reactions in various scenarios.
  • Propagation: Understanding the spread, be it of information or trends, across different mediums or systems, is vital for numerous applications.
  • Blockchain: This topic delves into the decentralized systems and how information is stored, verified, and shared across a digital, distributed ledger.

Moreover, the realm of Complex Systems extends its reach to personalized recommendations. It seeks to understand the mechanisms behind tailored suggestions and their effects, along with examining factors that influence engagement and sway decision-making.

Risks

The Risks domain focuses on the multifaceted aspects of potential threats and challenges:

  • Measurement and Management: At its core, this segment revolves around defining, quantifying, and strategizing around various risks.
  • Financial, Economic, and Industrial Risks: This entails understanding the uncertainties and potential pitfalls in finance, broader economic factors, and industry-specific operations.
  • Pricing and Model Uncertainty: Delving into how assets, goods, or services are valued and the uncertainties surrounding these models is essential for businesses and economies.
  • Portfolio Selection, Economics, and Behavioral Finance: This area of study examines how assets are grouped, the dynamics of economies, and the psychological factors affecting financial decisions.

Lastly, researchers in this domain study economic design, aiming to understand the structures of economies, and how social change interplays with these designs.


Data Science and Digital Transformation

The third segment, Data Science and Digital Transformation, is a nod to our evolving digital era:

  • Data Science & Information Systems Management: This encompasses the methodologies and techniques of managing information systems and data gathering, storing, and retrieving in efficient and meaningful ways.
  • Data Analysis and Extraction: The process of dissecting vast datasets to glean relevant information and insights.
  • Data Graphs: Visual representations of data structures, showing connections and relationships.
  • Big Data and AI: Handling vast volumes of information and leveraging the prowess of Artificial Intelligence for various applications.
  • Machine and Statistical Learning: Exploring the algorithms and techniques that enable machines to learn from data.
  • Data Mining: The art and science of extracting patterns, trends, and actionable insights from large datasets.





Team




Publications

431 entries « 1 of 9 »

2024

Journal Articles

Riad Shams; Sheshadri Chatterjee; Ranjan Chaudhuri

Developing brand identity and sales strategy in the digital era: Moderating role of consumer belief in brand Journal Article

In: Alliance Journal of Business Research, vol. 179, pp. 114689, 2024.

Abstract | Links | BibTeX

Sabri Boubaker; Tonmoy Choudhury; Fakhrul Hasan; Duc Khuong Nguyen

Firm carbon risk exposure, stock returns, and dividend payment Journal Article

In: Journal Of Economic Behavior & Organization, vol. 221, pp. 248-276, 2024.

Abstract | Links | BibTeX

Swati Chaudhary; Aditi Gupta; Apoorva A.; Ranjan Chaudhuri; Vijay Pereira; Sheshadri Chatterjee; Sumana Chaudhuri

A study of ?organizational identification? during 1965-2022: a bibliometric analysis Journal Article

In: International Journal of Organizational Analysis, 2024.

Abstract | Links | BibTeX

Farid Gasmi; Paul Noumba Um; Laura Recuero Virto; Peter Saba

Digital Literacy, Sustainable Development and Radiation Regulation: Policy and Information Systems Implications Journal Article

In: Information Systems Frontiers, 2024.

Abstract | Links | BibTeX

Akoh Fabien Yao; Maxime Sèbe; Laura Recuero Virto; Abdelhak Nassiri; Hervé Dumez

The effect of LNG bunkering on port competitiveness using multilevel data analysis Journal Article

In: Transportation Research Part D-Transport And Environment, vol. 132, no. NA, pp. 19, 2024.

Abstract | Links | BibTeX

Hélène Halconruy; Nicolas Marie

On a projection least squares estimator for jump diffusion processes Journal Article

In: Annals Of The Institute Of Statistical Mathematics, vol. 76, pp. 209-234, 2024.

Abstract | Links | BibTeX

Sonia Djebali; Guillaume Guérard; Ihab Taleb

Survey and insights on digital twins design and smart grid's applications Journal Article

In: Future Generation Computer Systems-The International Journal Of Escience, vol. 153, no. April 2024, pp. 234-248, 2024.

Abstract | Links | BibTeX

Evangelia Siachou; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis; Minas Kastanakis; Markella Barouta

Is humility in leadership a promoter of employee voice? A moderated mediation model Journal Article

In: European Management Journal, 2024.

Abstract | Links | BibTeX

Peter Saba; Antoine Harfouche; Samuel Fosso Wamba; Sujeet Kumar Sharma; Jocelyn Cranefield

Special Issue ? Call for Papers: Emerging Technologies for Sustainable Development? The Grand Challenge Journal Article

In: Communications of the AIS, vol. 55, pp. 1-6, 2024.

Abstract | Links | BibTeX

Nzamba Bignoumba; Nédra Mellouli; Sadok Ben Yahia

A new efficient ALignment-driven Neural Network for Mortality Prediction from Irregular Multivariate Time Series data Journal Article

In: Expert Systems With Applications, vol. 238, no. Part E, pp. 122148, 2024.

Abstract | Links | BibTeX

Edouard Pignot; Mark Thompson

Affect and relational agency: How a negative ontology can broaden our understanding of IS research Journal Article

In: Information And Organization, vol. 34, no. 1, pp. 100500, 2024.

Abstract | Links | BibTeX

Xavier Brouty; Matthieu Garcin

Fractal properties, information theory, and market efficiency Journal Article

In: Chaos Solitons & Fractals, vol. 180, pp. 1-14, 2024.

Abstract | Links | BibTeX

Muhammad Sabbir Rahman; Surajit Bag; Farhana Habib Zinnia; Nripendra. P. Rana; Mohammad Osman Gani

Understanding and predicting customers' intentions to use smartphone-based online games: A deep-learning-based dual-stage modelling analysis Journal Article

In: Computers In Human Behavior, vol. 152, pp. 108083, 2024.

Abstract | Links | BibTeX

RIM MHEICH; Madalina Petcu; Raafat Talhouk

On the Logarithmic Cahn-Hilliard Equation with General Proliferation Term Journal Article

In: Communications On Pure And Applied Analysis, vol. 23, no. 3, pp. 383-403, 2024.

Abstract | Links | BibTeX

Laura Recuero Virto; Marek Czerwinski; Jérémy Froidevaux

The determinants of legislation for radiofrequency electromagnetic fields (RF-EMF) with the onset of 5G: An empirical analysis with a worldwide cross-sectional dataset Journal Article

In: Risk Analysis, 2024.

Abstract | Links | BibTeX

Ranjan Chaudhuri; Sheshadri Chatterjee; Sachin Kamble; Shivam Gupta; Nelson Oly Ndubisi; Amine Belhadi

Corporate entrepreneurial leadership, resources, capabilities, and sustainable performance Journal Article

In: Business Strategy And The Environment, vol. 33, no. 3, pp. 2066-2083, 2024.

Abstract | Links | BibTeX

Ranjan Chaudhuri; Sheshadri Chatterjee; Marcello Mariani; Samuel Fosso Wamba

Assessing the influence of emerging technologies on organizational data driven culture and innovation capabilities: A sustainability performance perspective Journal Article

In: Technological Forecasting And Social Change, vol. 200, pp. 123165, 2024.

Abstract | Links | BibTeX

Surajit Bag; Muhammad Sabbir Rahman; Jitendra Sharma; Andrea Chiarini; Santosh Kumar Srivastava; Shivam Gupta

Building digital technology and innovative lean management capabilities for enhancing operational performance: an empirical study Journal Article

In: Production Planning & Control, 2024.

Abstract | Links | BibTeX

Surajit Bag; Muhammad Sabbir Rahman

Navigating circular economy: Unleashing the potential of political and supply chain analytics skills among top supply chain executives for environmental orientation, regenerative supply chain practices, and supply chain viability Journal Article

In: Business Strategy And The Environment, vol. 33, no. 2, pp. 504-528, 2024.

Abstract | Links | BibTeX

Anchal Patil; Vipulesh Shardeo; Ashish Dwivedi; Md. Abdul Moktadir; Surajit Bag

Examining the interactions among smart supply chains and carbon reduction strategies: To attain carbon neutrality Journal Article

In: Business Strategy And The Environment, vol. 33, no. 2, pp. 1227-1246, 2024.

Abstract | Links | BibTeX

Surajit Bag; Muhammad Sabbir Rahman; Gautam Srivastava; Peter Kilbourn; Nishikant Mishra

Buyer-supplier partnerships and circular economy performance in food supply chains: Serial mediation by commitment contract and innovation performance Journal Article

In: Business Strategy And The Environment, vol. 33, no. 2, pp. 1247-1264, 2024.

Abstract | Links | BibTeX

Surajit Bag; Gautam Srivastava; Anass Cherrafi; Ahad Ali; Rajesh Kumar Singh

Data-driven insights for circular and sustainable food supply chains: An empirical exploration of big data and predictive analytics in enhancing social sustainability performance Journal Article

In: Business Strategy And The Environment, vol. 33, no. 2, pp. 1369-1396, 2024.

Abstract | Links | BibTeX

Mofdi El-Amrani; Anouar Obbadi; Mohammed Seaid; Driss Yakoubi

Error estimates for a viscosity-splitting scheme in time applied to non-Newtonian fluid flows Journal Article

In: Computer Methods In Applied Mechanics And Engineering, vol. 419, no. Feb. 2024, pp. 116639, 2024.

Abstract | Links | BibTeX

Emma Leschiera; Gheed Al-Hity; Melanie Flint; Chandrasekhar Venkataraman; Tommaso Lorenzi; Luis Almeida; Chloé Audebert

An individual-based model to explore the impact of psychological stress on immune infiltration into tumour spheroids Journal Article

In: Physical Biology, vol. 2, pp. 5;21, 2024.

Abstract | Links | BibTeX

Surajit Bag; Gautam Srivastava; Shivam Gupta; Uthayasankar Sivarajah; Natalie Victoria Wilmot

The effect of corporate ethical responsibility on social and environmental performance: An empirical study Journal Article

In: Industrial Marketing Management, vol. 117, pp. 356-370, 2024.

Abstract | Links | BibTeX

Andrea Chiarini; Surajit Bag

Using green human resource management practices to achieve green performance: Evidence from Italian manufacturing context Journal Article

In: Business Strategy And The Environment, 2024.

Abstract | Links | BibTeX

Sheshadri Chatterjee; Ranjan Chaudhuri; Demetris Vrontis; Léo-Paul Dana; Diala Kabbara

Developing resilience of MNEs: From global value chain (GVC) capability and performance perspectives Journal Article

In: Journal Of Business Research, vol. 172, pp. 114447, 2024.

Links | BibTeX

Jiqiang Wang; Peng-Fei Dai; Xihui Haviour Chen; Duc Khuong Nguyen

Examining the linkage between economic policy uncertainty, coal price, and carbon pricing in China: Evidence from pilot carbon markets Journal Article

In: Journal Of Environmental Management, vol. 352, pp. 120003, 2024.

Abstract | Links | BibTeX

Loubna Salhi; Mohammed Seaid; Driss Yakoubi

Convergence analysis of a class of iterative methods for propagation of reaction fronts in porous media Journal Article

In: Computer Methods In Applied Mechanics And Engineering, vol. 418, no. Part A, pp. 116524, 2024.

Abstract | Links | BibTeX

Hajer Kefi; Ekatarina Besson; Yue Zhao; Sali FARRAN

Toward Museum Transformation: From Mediation to Social Media-tion and Fostering Omni-visit Experience Journal Article

In: Information & Management, vol. 61, no. 1, pp. 103890, 2024.

Abstract | Links | BibTeX

Jérémy Froidevaux; Laura Recuero Virto; Marek Czerwinski; Arno Thielens; Kirsty J. Park

Addressing Wildlife Exposure to Radiofrequency Electromagnetic Fields: Time for Action Journal Article

In: Environmental Science & Technology Letters, vol. 11, no. 1, pp. 3-4, 2024.

Abstract | Links | BibTeX

Peter Saba; Régis Meissonier; Antoine Harfouche

Different IT projects but the same conflicts. Action research during IT deployment Journal Article

In: Information Systems Frontiers, 2024.

Abstract | Links | BibTeX

Santosh Kumar Srivastava; Susmi Routray; Surajit Bag; Shivam Gupta; Justin Zuopeng Zhang

Exploring the Potential of Large Language Models in Supply Chain Management: A Study Using Big Data Journal Article

In: Journal Of Global Information Management, vol. 32, no. 1, pp. 1-29, 2024.

Abstract | Links | BibTeX

Surajit Bag; Muhammad Sabbir Rahman; Sneha Ghai; Santosh Kumar Srivastava; Rajesh Kumar Singh; Ruchi Mishra

Unveiling the impact of carbon-neutral policies on vital resources in Industry 4.0 driven smart manufacturing: A data-driven investigation Journal Article

In: Computers & Industrial Engineering, vol. 187, pp. 109798, 2024.

Abstract | Links | BibTeX

Surajit Bag; Muhammad Sabbir Rahman; Susmi Routray; Santosh Kumar Shrivastav; Soni Agrawal

Exploring the potential of blockchain-enabled smart contracts for achieving net-zero emissions: An empirical study Journal Article

In: Business Strategy And The Environment, 2024.

Abstract | Links | BibTeX

Ranjan Chaudhuri; Demetris Vrontis; Sheshadri Chatterjee

External environment and internal dynamics of ?born global?: strategic and operational firm performance Journal Article

In: Management Decision, vol. 62, no. 1, pp. 274-300, 2024.

Abstract | Links | BibTeX

Sheshadri Chatterjee; Ranjan Chaudhuri

Impacts of Industry 5.0 in Supply Chain Flow in Post COVID-19 Era: Moderating Role of Senior Leadership Support Journal Article

In: Information Systems Frontiers, 2024.

Abstract | Links | BibTeX

Miscellaneous

Ranjan Chaudhuri

Triple Bottom Line Performance in Post Covid B2B Marketing Miscellaneous

FNEGE Médias, 2024.

Links | BibTeX

Surajit Bag

Synergies of Institutional Theory and Dynamic Capability View in Firm Performance: Exploring Climate Change Adaptation and B2B Marketing Capabilities Miscellaneous

FNEGE Médias, 2024.

Links | BibTeX

Ranjan Chaudhuri

Triple Bottom Line Performance in Post Covid B2B Marketing Miscellaneous

FNEGE Médias, 2024.

Links | BibTeX

Hajer Kefi

Qu'est-ce que le FOMO ? Miscellaneous

FNEGE Médias, 2024.

Links | BibTeX

2023

Journal Articles

Elissar Toufaily; Tatiana ZALAN

Ecosystem Well-Being and Resilience: Lessons from Crisis Management in Service Organizations. Journal Article

In: Journal Of Business-To-Business Marketing, vol. 30, no. 4, pp. 349-370, 2023.

Abstract | Links | BibTeX

Daniel Maar; Hajer Kefi; Mehmet A. Orhan

Should brands foster their Instagram account followers' fear of missing out by posting ephemeral content? Journal Article

In: Recherche et Application en Marketing, vol. 38, no. 4, pp. 104-120, 2023.

Abstract | Links | BibTeX

Farid Gasmi; Laura Recuero Virto; Denis Couvet

An empirical analysis of economic growth in countries exposed to coastal risks: Implications for their ecosystems Journal Article

In: Economic Systems, vol. 47, no. 4, pp. 101130, 2023.

Abstract | Links | BibTeX

Hélène Halconruy

The insider trading problem in a jump-binomial model Journal Article

In: Decisions in Economics and Finance, vol. 46, pp. 379-413, 2023.

Abstract | Links | BibTeX

Yi Qin; Duc Khuong Nguyen; Javier Cifuentes-Faura; Kaiyang Zhong

Strong financial regulation and corporate bankruptcy risk in China Journal Article

In: Finance Research Letters, vol. 58, no. Part B, pp. 104343, 2023.

Abstract | Links | BibTeX

Erdinc Akyildirim; Ahmet Goncu; Alper Hekimoglu; Ahmet Sensoy; Duc Khuong Nguyen

Statistical arbitrage: factor investing approach Journal Article

In: Or Spectrum, vol. 45, pp. 1295-1331, 2023.

Abstract | Links | BibTeX

Elissar Toufaily; Tatiana ZALAN

Ecosystem Well-Being and Resilience: Lessons from Crisis Management in Service Organizations Journal Article

In: Journal Of Business-To-Business Marketing, vol. 30, no. 4, pp. 349-370, 2023.

Abstract | Links | BibTeX

Alessandro Biancalani; Alberto Bottino; Daniele Del Sarto; Matteo Valerio Falessi; Thomas Hayward-Schneider; Philipp Lauber; Alexey Mishchenko; Brando Rettino; Juvert Njeck Sama; Francesco Vannini; Laurent Villard; Xin Wang; Fulvio Zonca

Nonlinear interaction of Alfvénic instabilities and turbulence via the modification of the equilibrium profiles Journal Article

In: Journal Of Plasma Physics, vol. 89, no. 6, pp. 905890602, 2023.

Abstract | Links | BibTeX

Abla Chaouni Benabdellah; Kamar Zekhnini; Surajit Bag; Shivam Gupta; Sarbjit Singh Oberoi

Smart Product Design Ontology Development for Managing Digital Agility Journal Article

In: Journal Of Global Information Management, vol. 31, no. 8, pp. 1-34, 2023.

Abstract | Links | BibTeX

431 entries « 1 of 9 »

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