Journal of Complex Networks

Scope & Guideline

Unraveling the Complexity of Mathematical Interactions

Introduction

Welcome to the Journal of Complex Networks information hub, where our guidelines provide a wealth of knowledge about the journal’s focus and academic contributions. This page includes an extensive look at the aims and scope of Journal of Complex Networks, highlighting trending and emerging areas of study. We also examine declining topics to offer insight into academic interest shifts. Our curated list of highly cited topics and recent publications is part of our effort to guide scholars, using these guidelines to stay ahead in their research endeavors.
LanguageEnglish
ISSN2051-1310
PublisherOXFORD UNIV PRESS
Support Open AccessNo
CountryUnited States
TypeJournal
Convergefrom 2013 to 2024
AbbreviationJ COMPLEX NETW / J. Complex Netw.
Frequency6 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressGREAT CLARENDON ST, OXFORD OX2 6DP, ENGLAND

Aims and Scopes

The Journal of Complex Networks focuses on the theoretical and applied aspects of complex networks, emphasizing interdisciplinary approaches and methodologies. The journal aims to provide a platform for researchers to share their findings on the intricate relationships and dynamics within various types of networks.
  1. Network Theory and Dynamics:
    The journal explores the fundamental principles of network theory, including the study of network topology, dynamics, and evolution across various domains such as social, biological, and technological networks.
  2. Centrality and Influence Measures:
    Research on centrality measures, node influence, and their implications in networked systems is a core area. This includes the development of new algorithms and metrics to better understand the role of individual nodes within complex networks.
  3. Community Detection and Structure:
    A significant focus is placed on community detection methods, analyzing how nodes cluster within networks, and the implications of these structures for network behavior and dynamics.
  4. Higher-Order Networks:
    The journal places emphasis on higher-order interactions and the study of hypergraphs, which extends beyond traditional pairwise interactions to capture more complex relationships.
  5. Applications in Real-World Systems:
    Research is applied to real-world systems, including epidemiology, social media, and infrastructure networks, providing insights into network behavior and potential interventions.
  6. Computational Methods and Models:
    The use of advanced computational techniques and models, including agent-based modeling, machine learning, and statistical inference, is prevalent, allowing for robust analyses of complex systems.
Recent publications in the Journal of Complex Networks reflect emerging themes and a shift in focus towards more complex and interdisciplinary aspects of network science.
  1. Multilayer and Multiplex Networks:
    There is an increasing interest in multilayer and multiplex networks, which reflect the interconnectedness of different types of relationships and layers within complex systems.
  2. Temporal Dynamics and Evolution:
    Research is increasingly focusing on the temporal aspects of networks, including how networks evolve over time and the dynamics of interactions within those networks.
  3. Higher-Order Interactions:
    The exploration of higher-order interactions, such as those represented in hypergraphs and simplicial complexes, is gaining traction, reflecting a deeper understanding of complex relationships.
  4. Machine Learning and AI Applications:
    The integration of machine learning and artificial intelligence techniques in network analysis is on the rise, showcasing new methodologies for predicting behaviors and identifying patterns.
  5. Resilience and Robustness Studies:
    Emerging research is concentrating on the resilience and robustness of networks against failures and attacks, highlighting the importance of understanding vulnerabilities in complex systems.
  6. Interdisciplinary Approaches:
    There is a growing trend towards interdisciplinary research that combines insights from sociology, biology, computer science, and economics to address complex problems within network frameworks.

Declining or Waning

While the Journal of Complex Networks has consistently focused on various aspects of network science, certain themes appear to be declining in prominence based on recent publications.
  1. Traditional Graph Models:
    Research focused exclusively on traditional or simplistic graph models is becoming less common. The trend is shifting towards more complex models that account for higher-order interactions and dynamics.
  2. Basic Statistical Analysis:
    There is a noticeable decline in papers that employ basic statistical approaches without integrating advanced computational methods or new theoretical frameworks.
  3. Static Network Analysis:
    Studies that analyze networks in a static context, ignoring temporal dynamics and evolution, are less frequently published. There is a growing recognition of the importance of considering time-varying aspects in network analysis.
  4. Single-Domain Applications:
    Research that is limited to single-domain applications, such as purely social networks without interdisciplinary connections, is seeing a decrease in favor of more integrative studies that span multiple domains.
  5. Overly Simplistic Community Detection Algorithms:
    The journal is moving away from simplistic community detection methodologies that do not consider complexities such as overlapping communities or dynamic changes in network structure.

Similar Journals

Applied Network Science

Exploring the frontiers of computational mathematics and networks.
Publisher: SPRINGERNATUREISSN: Frequency: 1 issue/year

Applied Network Science is a premier open access journal published by SpringerNature that has been a vital resource in the fields of computational mathematics and computer networks since its inception in 2016. With an impressive Q1 ranking in Multidisciplinary fields and Q2 rankings in both Computational Mathematics and Computer Networks and Communications, it distinguishes itself as a significant contributor to interdisciplinary research efforts. The journal fosters innovative methodologies and applications within network science, making it a crucial platform for researchers, professionals, and students alike. With an E-ISSN of 2364-8228 and a commendable standing in global rankings, it supports a broad audience through its commitment to open access, ensuring that groundbreaking research is readily available. Located in Switzerland, Applied Network Science continues to shape the landscape of network research and communication, making substantial impacts across various domains.

Frontiers in Communications and Networks

Fostering Collaboration in Evolving Digital Landscapes
Publisher: FRONTIERS MEDIA SAISSN: Frequency: 1 issue/year

Frontiers in Communications and Networks is a prominent open-access journal published by FRONTIERS MEDIA SA, established in 2020 and positioned in the heart of Switzerland. As an interdisciplinary platform, it focuses on advancing research related to computer networks, communications, and signal processing, providing a critical forum for innovative findings and developments in these rapidly evolving fields. With an impressive Q1 ranking in Computer Networks and Communications and a Q2 ranking in Signal Processing as of 2023, this journal is highly regarded among scholars and practitioners seeking to disseminate their work to a broad audience. By offering open-access options, it ensures that the research is widely available, fostering collaboration and knowledge sharing across the globe. Researchers, professionals, and students are encouraged to engage with the journal as it aims to encapsulate the burgeoning advancements shaping our digital communication landscape.

ACTA INFORMATICA

Fostering Innovation Through Rigorous Research.
Publisher: SPRINGERISSN: 0001-5903Frequency: 8 issues/year

ACTA INFORMATICA is a prestigious academic journal published by Springer, dedicated to advancing the fields of computer networks and communications, information systems, and software engineering. With an ISSN of 0001-5903 and an E-ISSN of 1432-0525, the journal has continued to thrive since its inception in 1971 and is set to cover research up until 2024. Although it currently operates within a Q3 category in its respective fields, it is recognized for providing a platform for high-quality, peer-reviewed research, which is essential for fostering innovation and knowledge dissemination in computer science. While it does not offer an open access option, scholars benefit from its rigorous editorial standards and comprehensive coverage of significant trends and methodologies. The journal is conveniently based in New York, NY, USA, further enhancing its accessibility to a global audience. Researchers, professionals, and students alike will find ACTA INFORMATICA a valuable resource for staying abreast of the latest developments and breakthroughs in this vital area of study.

Complex Systems

Unraveling the Mysteries of Interdisciplinary Complexity
Publisher: COMPLEX SYSTEMS PUBLICATIONS INCISSN: 0891-2513Frequency: 4 issues/year

Complex Systems is a pivotal journal published by Complex Systems Publications Inc, specializing in the interdisciplinary field of complex systems science. With an ISSN of 0891-2513, it focuses on advancing the understanding of complex phenomena across various domains, including computer science and control engineering. Operating from the United States, this journal has established itself as a credible source with a current impact factor reflecting its relevance—ranking in the Q3 category for both Computer Science (miscellaneous) and Control and Systems Engineering as of 2023. Although it does not offer Open Access, Complex Systems aims to facilitate the exchange of cutting-edge research and innovative methodologies, making it indispensable for researchers, professionals, and students eager to explore and contribute to the field. With coverage spanning from 2012 to 2024, it strives to foster a deeper understanding of the principles governing complex systems, thus paving the way for future technological advancements and theoretical developments.

Network Science

Exploring the intricate connections of complex networks.
Publisher: CAMBRIDGE UNIV PRESSISSN: 2050-1242Frequency: 4 issues/year

Network Science is a distinguished journal published by Cambridge University Press, dedicated to advancing our understanding of complex networks across various domains, including communication, sociology, and psychology. Since its inception in 2013, the journal has consistently aimed to provide a platform for groundbreaking research that explores the structure and dynamics of networks, thereby facilitating interdisciplinary collaboration and innovation. With an impressive ranking in the Q2 category for Communication and Sociology, and Q3 for Social Psychology, Network Science has carved out a significant niche within the academic community, reflected in its reputable metrics—ranking #112 out of 511 in Communication and #333 out of 1466 in Sociology and Political Science according to Scopus. The journal plays a pivotal role in shaping the landscape of network theory and analysis, making it an essential resource for researchers, practitioners, and students eager to delve into the intricate relationships that underpin social systems. Access to this journal fosters an environment of scholarly exchange and stimulates further research in the rapidly evolving field of network studies.

WIRELESS NETWORKS

Advancing the Frontiers of Wireless Communication
Publisher: SPRINGERISSN: 1022-0038Frequency: 8 issues/year

WIRELESS NETWORKS is a prestigious journal published by Springer, focusing on cutting-edge research in the domains of wireless communication, computer networks, and information systems. Established in 1995 and set to converge its influential contributions until 2024, this journal has rapidly ascended to a Q2 category ranking in the fields of Computer Networks and Communications, Electrical and Electronic Engineering, and Information Systems, reflecting its significant role in advancing knowledge and innovation—ranked 75th, 151st, and 84th respectively in their fields by Scopus. Researchers and professionals alike value its contribution to the discourse on wireless technologies, making it a vital resource for professionals and students eager to stay abreast of the latest trends and findings. Although it does not offer open access, the insights gleaned from its articles are invaluable for tackling the challenges of modern communications and ensuring the efficient use of wireless networks.

Ad Hoc & Sensor Wireless Networks

Shaping the future of computer science and engineering.
Publisher: OLD CITY PUBLISHING INCISSN: 1551-9899Frequency: 10 issues/year

Ad Hoc & Sensor Wireless Networks, an esteemed journal published by OLD CITY PUBLISHING INC, provides a dedicated platform for the dissemination of pioneering research in the realms of computer science, electrical and electronic engineering, and instrumentation. With an ISSN of 1551-9899 and an E-ISSN of 1552-0633, this journal has established itself as a crucial resource for scholars and practitioners alike, actively contributing to the advancements in ad hoc networks and wireless sensor technologies. It holds a commendable position within the third quartile in its respective fields, with Scopus rankings reflecting its relevance in the academic community. As a publicly accessible source of valuable insights, the journal aims to inspire innovation and facilitate progress across various disciplines. Situated in Philadelphia, PA, and converging its efforts from 2005 to 2024, Ad Hoc & Sensor Wireless Networks continues to be a beacon of research excellence, impacting both theoretical and practical domains in technology.

Foundations and Trends in Communications and Information Theory

Exploring the Frontiers of Information and Communication
Publisher: NOW PUBLISHERS INCISSN: 1567-2190Frequency: 4 issues/year

Foundations and Trends in Communications and Information Theory, published by NOW PUBLISHERS INC, is a prestigious journal that has established itself as a leading platform in the fields of communications and information theory since its inception in 2004. With an impressive duration of publication extending to 2024, this journal captures the latest advancements and methodologies in applied mathematics, as well as computer networks and communications, currently ranking in the Q1 category in both domains for 2023. The journal's commitment to high-quality, peer-reviewed content is reflected in its significant impact factors, including a rank of #29 out of 635 in applied mathematics and #70 out of 395 in computer networks and communications on Scopus. By offering an in-depth look at theoretical underpinnings and practical applications, Foundations and Trends in Communications and Information Theory serves as an invaluable resource for researchers, professionals, and students alike, fostering innovation and scientific discourse in these rapidly evolving fields.

Networks and Heterogeneous Media

Connecting Ideas, Advancing Science
Publisher: AMER INST MATHEMATICAL SCIENCES-AIMSISSN: 1556-1801Frequency: 4 issues/year

Networks and Heterogeneous Media is a distinguished journal published by the American Institute of Mathematical Sciences (AIMS), focusing on the dynamic interplay of networks across various interdisciplinary fields including applied mathematics, computer science, and engineering. With a diverse and robust scope, the journal aims to facilitate the advancement of knowledge regarding complex systems and heterogeneous media through the publication of cutting-edge research. The journal has exhibited notable academic impact, currently positioned in Q2 and Q3 quartiles across several key categories such as applied mathematics, engineering, and statistics, indicating its relevance and influence within the scientific community. Researchers and professionals exploring intricate mathematical models, computational applications, and statistical methodologies will find Networks and Heterogeneous Media an invaluable resource for both foundational studies and innovative applications. The journal regularly publishes high-quality articles, contributing to emerging discussions and developments in a rapidly evolving field.

Advances in Mathematics of Communications

Transforming Ideas into Impactful Mathematical Solutions
Publisher: AMER INST MATHEMATICAL SCIENCES-AIMSISSN: 1930-5346Frequency: 4 issues/year

Advances in Mathematics of Communications, published by the American Institute of Mathematical Sciences (AIMS), is a leading journal dedicated to the dissemination of high-quality research in the fields of algebra, number theory, applied mathematics, discrete mathematics, combinatorics, and computer networks. Established in 2008, this journal has quickly established itself as a significant contributor to mathematical communications, holding a reputable position in the Scopus rankings, with impressive category quartiles, including Q2 rankings in key areas such as Algebra and Number Theory and Applied Mathematics. Besides its rigorous peer-review process, the journal facilitates the growth of innovative ideas and methodologies that bridge the gap between theory and application. With no open access restrictions, Advances in Mathematics of Communications aims to provide an inclusive platform for researchers, professionals, and students to share their findings and insights, fostering collaboration and advancing the global knowledge base in the mathematical sciences. The journal's commitment to excellence ensures its role as an essential resource in the ever-evolving landscape of mathematics.