Big Data and Cognitive Computing

Scope & Guideline

Transforming Big Data into Smart Solutions.

Introduction

Delve into the academic richness of Big Data and Cognitive Computing with our guidelines, detailing its aims and scope. Our resource identifies emerging and trending topics paving the way for new academic progress. We also provide insights into declining or waning topics, helping you stay informed about changing research landscapes. Evaluate highly cited topics and recent publications within these guidelines to align your work with influential scholarly trends.
LanguageEnglish
ISSN-
PublisherMDPI
Support Open AccessNo
Country-
Type-
Converge-
AbbreviationBIG DATA COGN COMPUT / Big Data Cogn. Comput.
Frequency4 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressST ALBAN-ANLAGE 66, CH-4052 BASEL, SWITZERLAND

Aims and Scopes

The journal 'Big Data and Cognitive Computing' focuses on the intersection of advanced computing technologies and big data analytics, emphasizing innovative methodologies and applications across various domains.
  1. Big Data Analytics:
    The journal extensively covers methodologies for processing and analyzing large datasets, emphasizing techniques that enhance data extraction, management, and interpretation.
  2. Artificial Intelligence Applications:
    AI methodologies, including machine learning and deep learning, are a central theme, particularly their applications in diverse fields such as healthcare, finance, and social media.
  3. Cognitive Computing:
    Research that explores the use of cognitive computing systems to mimic human thought processes in analyzing and interpreting data is a key focus area.
  4. Interdisciplinary Approaches:
    The journal encourages interdisciplinary research that integrates big data with fields such as healthcare, environmental science, and urban planning, showcasing innovative solutions to complex problems.
  5. Security and Privacy:
    There is a consistent emphasis on the security and privacy challenges posed by big data, particularly in the context of autonomous systems and personal data handling.
  6. Methodological Innovations:
    The journal highlights novel algorithms, frameworks, and models that advance the state of the art in big data processing and analysis.
The journal has identified several trending and emerging themes that reflect current technological advancements and societal needs, highlighting the pivotal role of big data and cognitive computing in addressing contemporary challenges.
  1. Federated Learning and Privacy-Preserving Techniques:
    Recent publications emphasize federated learning approaches that enhance data privacy while allowing collaborative learning across distributed datasets.
  2. Explainable AI (XAI):
    The growing need for transparency in AI systems has led to increased research on explainable AI, focusing on methodologies that make AI decisions understandable to users.
  3. Healthcare Innovations:
    There is a surge in research applying big data and AI techniques to healthcare, particularly in predictive analytics for disease detection and management.
  4. Environmental Monitoring and Sustainability:
    Emerging studies focus on leveraging big data for environmental monitoring and sustainability efforts, addressing climate change and resource management challenges.
  5. Real-Time Data Processing and IoT Integration:
    The integration of IoT with big data analytics for real-time data processing and decision-making is gaining traction, reflecting the increasing importance of smart technologies.
  6. Natural Language Processing (NLP):
    NLP applications are rapidly emerging, particularly in sentiment analysis and social media monitoring, as researchers explore the implications of language data in various contexts.

Declining or Waning

While the journal covers a broad spectrum of topics, certain themes have shown a decline in prominence over recent years, reflecting shifts in research priorities and emerging technologies.
  1. Traditional Data Management Techniques:
    There has been a noticeable decrease in publications focusing on conventional data management strategies, as newer methodologies and technologies gain traction.
  2. General Surveys and Reviews:
    The number of general survey articles has declined, indicating a shift towards more targeted, application-specific research rather than broad overviews.
  3. Basic Statistical Methods:
    Basic statistical analysis papers are becoming less frequent, as more advanced computational methods dominate the research landscape.
  4. Static Data Analysis:
    Research focusing on static data analysis techniques is waning, with a growing preference for dynamic and real-time analytics that address current challenges.
  5. Single-Domain Applications:
    There is a decline in studies that focus solely on single-domain applications, as interdisciplinary research that incorporates multiple fields is increasingly favored.

Similar Journals

Baltic Journal of Modern Computing

Fostering collaboration in the realm of modern computing.
Publisher: UNIV LATVIAISSN: 2255-8942Frequency: 4 issues/year

Baltic Journal of Modern Computing is a prominent academic journal dedicated to advancing the field of computer science through innovative research and insightful analyses. Established under the auspices of UNIV LATVIA, this open access journal has been pioneering accessible scholarly communication since 2008, ensuring that research findings are readily available to a global audience. With an ISSN of 2255-8942 and an E-ISSN of 2255-8950, it covers a broad spectrum of topics in computer science, specifically highlighted in its 2023 classification as Q3 within the miscellaneous category. The journal is indexed in Scopus, where it currently ranks 153 out of 232 in the general computer science category, positioning it in the 34th percentile, thereby reflecting its growing importance within the academic community. Based in the vibrant city of Riga, Latvia, at RAINIA BULVARIS 19, RIGA LV-1586, LATVIA, the Baltic Journal of Modern Computing continues to attract contributions from researchers and professionals eager to disseminate their findings and engage with a diverse readership devoted to contemporary computing challenges and solutions.

Big Data Research

Leading the charge in big data advancements.
Publisher: ELSEVIERISSN: 2214-5796Frequency: 4 issues/year

Big Data Research, published by Elsevier, is a leading academic journal dedicated to the exploration and advancement of Big Data methodologies and technologies. With an ISSN of 2214-5796, and a commendable impact reflected in its Scopus rankings—ranking Q2 in Computer Science Applications and Q1 in Information Systems—this journal offers a prominent platform for researchers and practitioners to share innovative findings in the realm of data science, analytics, and management. Since its inception in 2014, Big Data Research has fostered a multidisciplinary approach, addressing cutting-edge topics crucial for both academic inquiry and real-world applications. The journal's objectives include advancing the understanding of data-intensive systems, promoting essential methodologies for big data analytics, and enhancing data-driven decision-making processes across various industries. As an open access journal, Big Data Research is committed to disseminating knowledge widely, allowing researchers, professionals, and students to stay at the forefront of developments in this fast-evolving field. Its influence in the academic community is further underscored by a strong commitment to quality and relevance, making it an essential resource for anyone interested in the transformative power of big data.

Vietnam Journal of Computer Science

Empowering researchers to shape the future of technology.
Publisher: WORLD SCIENTIFIC PUBL CO PTE LTDISSN: 2196-8888Frequency: 4 issues/year

Vietnam Journal of Computer Science, published by World Scientific Publishing Co Pte Ltd, serves as a prominent platform for researchers and professionals in the rapidly evolving field of computer science. Launched as an Open Access journal in 2013, it aims to disseminate high-quality research across various subfields, including Artificial Intelligence, Computational Theory and Mathematics, Computer Vision, and Information Systems. With its ISSN 2196-8888 and E-ISSN 2196-8896, the journal provides valuable insights and contributes to the growing body of knowledge in computer science, particularly in Southeast Asia. Despite its relatively recent establishment, the journal has achieved significant rankings, including Q3 status in multiple categories and notable visibility in Scopus metrics, evidencing its commitment to fostering innovative research. This journal is essential for those looking to stay at the forefront of computational advancements and applications, particularly in Vietnam and beyond, facilitating an engaging dialogue among scholars and industry professionals.

JOURNAL OF INFORMATION SCIENCE AND ENGINEERING

Connecting Researchers in the Evolving World of Information.
Publisher: INST INFORMATION SCIENCEISSN: 1016-2364Frequency: 6 issues/year

JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, published by the Institute of Information Science in Taiwan, is a pivotal platform for the dissemination of innovative research in the multidisciplinary fields of information science and engineering. Established in 1993, the journal primarily focuses on areas such as library and information sciences, human-computer interaction, hardware and architecture, as well as computational theory and software development. Despite holding a current Q4 ranking in several categories, the journal demonstrates significant potential for growth, particularly in computation and software systems, as evidenced by its Scopus rankings and percentiles. Researchers, professionals, and students will find this journal to be an invaluable resource to stay abreast of evolving theories and technologies in information science. The journal is accessible through traditional subscription models, fostering a broad academic outreach. It serves to enhance knowledge-sharing and collaboration within this dynamic and ever-evolving field.

INTERNATIONAL JOURNAL OF COOPERATIVE INFORMATION SYSTEMS

Building Bridges in Information Systems Research
Publisher: WORLD SCIENTIFIC PUBL CO PTE LTDISSN: 0218-8430Frequency: 4 issues/year

INTERNATIONAL JOURNAL OF COOPERATIVE INFORMATION SYSTEMS

Published by WORLD SCIENTIFIC PUBL CO PTE LTD, the INTERNATIONAL JOURNAL OF COOPERATIVE INFORMATION SYSTEMS plays a pivotal role within the fields of Computer Science and Information Systems. With a focus on the development and application of cooperative information systems, this journal aims to foster innovation and collaborative research among scholars and professionals. Established in 1996, the journal has consistently published high-quality research that contributes to a better understanding of cooperative methodologies, enhancing system efficiencies across various applications. While its impact factor remains undisclosed, the journal is positioned in the Q4 category of the Scopus rankings, indicating a growing presence in the academic community. Although it does not offer open access, its rich repository of articles remains accessible to subscribers and relevant institutions. Located in Singapore, this journal will continue to serve as a critical resource for researchers, practitioners, and students keen on exploring the evolving dynamics of information systems in today's interconnected world.

Science China-Information Sciences

Leading the Way in Global Information Science Discoveries.
Publisher: SCIENCE PRESSISSN: 1674-733XFrequency: 1 issue/year

Science China-Information Sciences is a prestigious academic journal published by SCIENCE PRESS, dedicated to advancing knowledge in the field of information sciences and computer science. Established in China, the journal has gained a remarkable reputation, with a 2023 category quartile ranking of Q1 in Computer Science (miscellaneous) and an impressive Scopus rank of #16 out of 232 in General Computer Science, positioning it within the 93rd percentile. The journal embraces a broad spectrum of topics, from theoretical frameworks to practical applications, providing a platform for researchers, professionals, and students to disseminate their findings and engage with the latest advancements in the field. With open access options available, Science China-Information Sciences ensures that innovative research is accessible to a global audience, fostering collaboration and interdisciplinary dialogue. The journal not only reflects the evolving landscape of information sciences but also plays a pivotal role in shaping future research directions.

Journal of Information and Telecommunication

Championing Open Access for a Connected Future.
Publisher: TAYLOR & FRANCIS LTDISSN: 2475-1839Frequency:

Journal of Information and Telecommunication, published by TAYLOR & FRANCIS LTD, is a distinguished open access journal that has been enhancing the global discourse since its establishment in 2017. With an ISSN of 2475-1839 and an E-ISSN of 2475-1847, this journal is located in the United Kingdom and dedicates its focus to the fields of information technology, telecommunications, and related disciplines. Boasting a respectable Q2 quartile ranking across various categories including Computer Networks and Communications, Electrical and Electronic Engineering, and Computer Science Applications in 2023, it ranks notably in the top percentiles of scopus rankings, asserting its significance in the academic community. The journal's commitment to open access since its inception has fostered widespread accessibility, encouraging research dissemination and collaboration on a global scale. By providing a platform for high-quality research, it aims to unite researchers, professionals, and students in their pursuit of innovation and excellence in the ever-evolving digital landscape.

Frontiers of Computer Science

Exploring the Nexus of Theory and Application in Computer Science
Publisher: HIGHER EDUCATION PRESSISSN: 2095-2228Frequency: 1 issue/year

Frontiers of Computer Science is a leading peer-reviewed journal dedicated to advancing the field of computer science through the publication of high-quality research articles, reviews, and theoretical discussions. Published by HIGHER EDUCATION PRESS, this journal has gained significant recognition, currently boasting a prestigious impact factor and ranking in the Q1 quartile for both Computer Science (miscellaneous) and Theoretical Computer Science categories in 2023. With a focus on the intersection of computational theory and practical applications, it serves as a vital platform for researchers, professionals, and students alike who are eager to contribute to and stay updated with groundbreaking developments. The journal’s scope encompasses a wide range of topics, reflecting the diverse nature of computer science today. Operating from Beijing, China, it emphasizes Open Access, ensuring that vital research is readily available to the global academic community. With its convergence period spanning from 2013 to 2024, Frontiers of Computer Science remains committed to fostering innovation and scholarly dialogue that drives the future of technology.

COMMUNICATIONS OF THE ACM

Illuminating Pathways in Computer Science
Publisher: ASSOC COMPUTING MACHINERYISSN: 0001-0782Frequency: 12 issues/year

COMMUNICATIONS OF THE ACM, an esteemed journal published by the Association for Computing Machinery, has been at the forefront of the field of computer science since its inception in 1958. With an impressive impact factor and recognized as a top-tier Q1 journal in its category, it is currently ranked 10th out of 232 journals in the general computer science category according to Scopus rankings. This journal provides a vital platform for researchers, professionals, and students to disseminate innovative ideas and advancements across various domains of computing. Although it does not offer open access, the journal remains accessible through institutional subscriptions, furthering its reach and influence within the academic community. As researchers continue to explore the rapid evolution of technology, COMMUNICATIONS OF THE ACM serves as an essential resource for high-quality research, fostering knowledge advancements and collaborative discourse within the ever-expanding world of computer science.

Jordanian Journal of Computers and Information Technology

Exploring Frontiers of Knowledge in Computer Science
Publisher: Princess Sumaya Univ & SRSFISSN: 2413-9351Frequency: 4 issues/year

Jordanian Journal of Computers and Information Technology, published by Princess Sumaya University and SRSF, stands as a significant platform for scholarly research in the realm of computer science, particularly in topics related to emerging technologies and information systems. With its Open Access model initiated in 2015, the journal facilitates global access to high-quality research findings, embodying the principles of knowledge sharing and academic collaboration. The journal's ranking in the Q3 category of Computer Science (miscellaneous) and its placement in the 54th percentile of Scopus' General Computer Science rankings underscore its growing reputation among researchers and professionals alike. Situated in Amman, Jordan, the journal actively contributes to the regional and international discourse on computing methodologies, applications, and innovations, making it an indispensable resource for scholars seeking to advance their understanding and engage with contemporary issues in technology.