4.6 Article

Evaluating the Structural Robustness of Large-Scale Emerging Industry with Blurring Boundaries

Related references

Note: Only part of the references are listed.
Article Business

Mapping the Technological Landscape of Emerging Industry Value Chain Through a Patent Lens: An Integrated Framework With Deep Learning

Guannan Xu et al.

Summary: This research proposes a framework for patent analysis through deep learning to map the technological landscape of an emerging industry. By integrating a generative adversarial network and a deep neural network, the framework can effectively classify patent samples with small-scale and uneven distribution, and depict the technological landscape of emerging industries.

IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT (2022)

Article Economics

Robustness of knowledge networks under targeted attacks: Electric vehicle field of China evidence

Jianyu Zhao et al.

Summary: A new framework is proposed to comprehensively explore the robustness of knowledge networks under different targeted attacks. The results show that recalculated-based attacks cause greater damage than initial-based attacks. Maintaining the structure of the knowledge network requires considering the position and combinatorial value of high-degree knowledge elements, as well as the reducing requirement of new knowledge elements caused by local search and connections. Embedding more knowledge elements involved in multiple domains with medium-degree distribution can consolidate the knowledge network's structure. Highly relevant knowledge elements create an inverted U-shape influence on network efficiency, while diverse knowledge elements continuously exert positive effects.

STRUCTURAL CHANGE AND ECONOMIC DYNAMICS (2022)

Article Business, Finance

Concentrated commonalities and systemic risk in China's banking system: A contagion network approach

Qing Shi et al.

Summary: China's banking system has increasing convergence in exposures to different asset types, posing systemic financial risk. Mortgage loans are identified as the most significant source of vulnerability, and the derived contagion network exhibits small world characteristics, amplifying systemic risk through multi-round contagion.

INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS (2022)

Article Management

Lean resilience: AURA (Active Usage of Resilience Assets) framework for post-COVID-19 supply chain management

Dmitry Ivanov

Summary: This study introduces the AURA framework to shift supply chain resilience from passive assets to active value-creating components of operations management decisions, aiming to improve efficiency and effectiveness. The research also identifies 10 future research areas for lean resilience integration management and digital platforms and technology.

INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT (2022)

Article Computer Science, Interdisciplinary Applications

Exploring the dependence structure among Chinese firms in the 5G industry

Liukai Wang et al.

Summary: The study reveals that the dependence characteristics of different firms in the 5G industry are heterogeneous, with most companies highly connected with partners in the supply chain but some weakly connected. Closely connected firms are typically in the midstream, and downstream firms tend to have closer dependencies and stronger influence capabilities compared to firms at other levels.

INDUSTRIAL MANAGEMENT & DATA SYSTEMS (2021)

Article Multidisciplinary Sciences

Percolation on feature-enriched interconnected systems

Oriol Artime et al.

Summary: The study introduces a new mathematical framework for evaluating network robustness, enriching network features and removing nodes based on their importance in the feature space. This framework not only generalizes the percolation model, but also provides an accurate way to test network robustness under more realistic conditions.

NATURE COMMUNICATIONS (2021)

Article Computer Science, Interdisciplinary Applications

Formation mechanism for integrated innovation network among strategic emerging industries: Analytical and simulation approaches

Xue Wang et al.

Summary: Studying the integrated innovation network among SEIs, evaluating the characteristics and applicability of the B-Z reaction model, proposing a dynamic evolutionary model, and analyzing the distinct evolutionary paths of different SEIs in terms of integrated innovation potential and external support thresholds. The research provides insights for enterprise decision making and the government in formulating industrial policies.

COMPUTERS & INDUSTRIAL ENGINEERING (2021)

Article Computer Science, Interdisciplinary Applications

Using Google Trends and Baidu Index to analyze the impacts of disaster events on company stock prices

Ying Liu et al.

INDUSTRIAL MANAGEMENT & DATA SYSTEMS (2020)

Article Engineering, Industrial

Research on supply network resilience considering random and targeted disruptions simultaneously

Xiao-qiu Shi et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2020)

Article Physics, Multidisciplinary

Metropolitan rail network robustness

Oded Cats et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2020)

Article Engineering, Industrial

Industry 4.0 and resilience in the supply chain: a driver of capability enhancement or capability loss?

Peter Ralston et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2020)

Article Engineering, Multidisciplinary

Research on the Technological Innovation Efficiency of China's Strategic Emerging Industries Based on SBM: NDEA Model and Big Data

Zuchang Zhong et al.

MATHEMATICAL PROBLEMS IN ENGINEERING (2020)

Article Multidisciplinary Sciences

Effectiveness of dismantling strategies on moderated vs. unmoderated online social platforms

Oriol Artime et al.

SCIENTIFIC REPORTS (2020)

Article Operations Research & Management Science

Network characteristics and supply chain resilience under conditions of risk propagation

Yuhong Li et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2019)

Article Multidisciplinary Sciences

Message passing on networks with loops

George T. Cantwell et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2019)

Article Energy & Fuels

Financial risk network architecture of energy firms

Natalia Restrepo et al.

APPLIED ENERGY (2018)

Article Economics

Estimating global bank network connectedness

Mert Demirer et al.

JOURNAL OF APPLIED ECONOMETRICS (2018)

Article Physics, Fluids & Plasmas

Stability of a giant connected component in a complex network

Maksim Kitsak et al.

PHYSICAL REVIEW E (2018)

Article Multidisciplinary Sciences

Asymmetric percolation drives a double transition in sexual contact networks

Antoine Allard et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2017)

Article Multidisciplinary Sciences

The interdependent network of gene regulation and metabolism is robust where it needs to be

David F. Klosik et al.

NATURE COMMUNICATIONS (2017)

Article Management

Network connectedness in vertical and horizontal manufacturing joint venture formations: A power perspective

Steven Carnovale et al.

JOURNAL OF PURCHASING AND SUPPLY MANAGEMENT (2017)

Article Engineering, Industrial

Characteristics of redistributed manufacturing systems: a comparative study of emerging industry supply networks

Jagjit Singh Srai et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2016)

Article Management

Systematic Risk in Supply Chain Networks

Nikolay Osadchiy et al.

MANAGEMENT SCIENCE (2016)

Article Management

Supply network disruption and resilience: A network structural perspective

Yusoon Kim et al.

JOURNAL OF OPERATIONS MANAGEMENT (2015)

Article Multidisciplinary Sciences

Breaking of the site-bond percolation universality in networks

Filippo Radicchi et al.

NATURE COMMUNICATIONS (2015)

Article Management

A complex network approach to supply chain network theory

Edward J. S. Hearnshaw et al.

INTERNATIONAL JOURNAL OF OPERATIONS & PRODUCTION MANAGEMENT (2013)

Article Business

Business groups and the boundaries of the firm

Giulio Caine et al.

MANAGEMENT DECISION (2011)

Article Physics, Multidisciplinary

A network analysis of the Chinese stock market

Wei-Qiang Huang et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2009)

Article Multidisciplinary Sciences

Error and attack tolerance of complex networks

R Albert et al.

NATURE (2000)