Big Data and Cognitive Computing
Scope & Guideline
Exploring the Intersection of Data and Intelligence.
Introduction
Aims and Scopes
- Big Data Analytics:
The journal extensively covers methodologies for processing and analyzing large datasets, emphasizing techniques that enhance data extraction, management, and interpretation. - 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. - 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. - 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. - 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. - Methodological Innovations:
The journal highlights novel algorithms, frameworks, and models that advance the state of the art in big data processing and analysis.
Trending and Emerging
- Federated Learning and Privacy-Preserving Techniques:
Recent publications emphasize federated learning approaches that enhance data privacy while allowing collaborative learning across distributed datasets. - 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. - 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. - Environmental Monitoring and Sustainability:
Emerging studies focus on leveraging big data for environmental monitoring and sustainability efforts, addressing climate change and resource management challenges. - 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. - 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
- 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. - 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. - Basic Statistical Methods:
Basic statistical analysis papers are becoming less frequent, as more advanced computational methods dominate the research landscape. - 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. - 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
Open Computer Science
Connecting ideas, researchers, and breakthroughs in computer science.Open Computer Science is a premier scholarly journal published by DE GRUYTER POLAND SP Z O O, dedicated to fostering innovative research and discussions in the rapidly evolving field of computer science. With an impact factor that places it in Q2 of the computer science (miscellaneous) category, as well as a commendable Scopus ranking of #80 out of 232 and a 65th percentile standing, this journal serves as a critical resource for researchers, professionals, and students alike. Since its inception in 2011 and having embraced the open access model, Open Computer Science promotes the dissemination of knowledge across a global audience, ensuring that cutting-edge research is accessible to all. By covering a broad range of topics within the realm of computer science, this journal is committed to advancing the discipline’s theoretical and practical boundaries. The journal is published in Germany and features robust editorial standards, ensuring the inclusion of high-quality, peer-reviewed articles that contribute significantly to the field.
Jordanian Journal of Computers and Information Technology
Advancing Research and Collaboration in Emerging TechnologiesJordanian 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.
COMPUTING AND INFORMATICS
Innovating Through Open Access ResearchCOMPUTING AND INFORMATICS is a peer-reviewed academic journal published by the Slovak Academy of Sciences Institute of Informatics, focusing on various aspects of computer science and its applications. Established in 2000, this journal has garnered attention for its emphasis on computational theory, computer networks, software development, and hardware architecture, placing it in the competitive landscape of academic publishing with currently a Q3 ranking in the fields of Computational Theory and Mathematics, and Computer Networks and Communications, as well as Q4 ranking in Software and Hardware and Architecture categories. Readers can access its findings through Open Access, promoting wider dissemination of innovative research. With an ISSN of 1335-9150 and an E-ISSN of 1335-9150, the journal serves as a vital platform for showcasing cutting-edge research in the field, aiming to bridge theoretical foundations with practical applications. This journal not only contributes to the academic community but also supports the ongoing advancements in technology and informatics, making it an important resource for researchers, professionals, and students keen on staying at the forefront of the field.
Cognitive Computation
Innovating Interdisciplinary Insights in Cognitive ComputationCognitive Computation is a prominent journal published by Springer, focusing on interdisciplinary research at the intersection of cognitive sciences and computational methods. With an ISSN of 1866-9956 and an E-ISSN of 1866-9964, this journal has established itself as a leading resource for novel advancements and methodologies from 2009 through 2024. It is categorized in the top quartile (Q1) for 2023 in influential fields such as Cognitive Neuroscience, Computer Science Applications, and Computer Vision and Pattern Recognition. With impressive Scopus rankings including a 14th position in Cognitive Neuroscience and a percentile rank of 88th, the journal serves as a crucial platform for researchers and professionals eager to explore the cognitive processes underlying computational techniques. Although it does not operate under an open access model, the richness of research published within its pages contributes significantly to the academic discourse in these rapidly evolving domains, making it an essential read for scholars and practitioners alike.
Egyptian Informatics Journal
Connecting Scholars through Groundbreaking ResearchEgyptian Informatics Journal, published by CAIRO UNIV, FAC COMPUTERS & INFORMATION, is an esteemed open-access publication that has been making significant contributions to the fields of Computer Science, Information Systems, and Management Science since its inception in 2010. With its ISSN 1110-8665 and E-ISSN 2090-4754, the journal stands out for its commitment to disseminating high-quality research, evidenced by its Q1 ranking in 2023 across multiple disciplines in Scopus, including a notable ranking of #15 in Decision Sciences and Management Science, and #44 in Information Systems. The journal's coverage spans from 2010 to 2024, making it a vital resource for researchers and practitioners looking to stay abreast of contemporary advancements in informatics. With an increasing impact and a remarkably growing readership, the Egyptian Informatics Journal provides an indispensable platform for scholarly dialogue and innovation in informatics, catering not only to researchers but also to professionals and students aiming to excel in these rapidly evolving fields.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE
Unlocking Insights in Computational Theory and ApplicationsCONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, published by Wiley in the United Kingdom, serves as a pivotal platform for advancing research and innovation in the fields of computational theory, computer networks, and practical applications of computer science. With an impressive impact factor and recognition in the Q2 category for disciplines such as Computational Theory and Mathematics, this journal attracts a diverse range of scholarly articles that address the current challenges and developments in these areas. It boasts a comprehensive viewership with options for Open Access, enabling wide dissemination of knowledge. Indexed by Scopus with notable rankings in multiple categories, including a remarkable position in Computational Theory and Mathematics (Rank #41/176), the journal not only elevates academic discourse but also fosters collaboration among researchers, professionals, and students alike. As it progresses toward its 2024 milestone, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE remains dedicated to publishing high-quality research that prepares its readership for the evolving technological landscape.
Baltic Journal of Modern Computing
Pioneering insights in modern computing since 2008.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.
Frontiers in Big Data
Empowering Innovation in Data ScienceFrontiers in Big Data, published by Frontiers Media SA in Switzerland, is a leading open access journal that has established itself as a vital resource for scholars and practitioners in the expanding realms of artificial intelligence, computer science, and information systems since its inception in 2018. With an impressive impact factor reflected in its Q2 rankings across multiple categories, including Artificial Intelligence, Computer Science (Miscellaneous), and Information Systems, this journal serves as a pivotal platform for disseminating groundbreaking research and promoting interdisciplinary collaboration. The journal's commitment to open access ensures that high-quality research is readily accessible to a global audience, fostering the exchange of innovative ideas and advancements in big data technologies. By creating an inclusive space for diverse perspectives, Frontiers in Big Data aims to bridge the gap between theoretical research and practical application, making it an essential read for anyone invested in the future of data science.
COMMUNICATIONS OF THE ACM
Championing Cutting-Edge Research and DiscourseCOMMUNICATIONS 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.
Cybernetics and Information Technologies
Bridging Disciplines in Cybernetics and Computer ScienceCybernetics and Information Technologies is a pivotal academic journal, published by the Institute of Information and Communication Technologies at the Bulgarian Academy of Sciences. With its Open Access policy established since 2012, this journal facilitates wide dissemination of cutting-edge research across the field of computer science, particularly in the intersections of cybernetics and information technology. Indexed in Scopus, it holds a commendable position within the Q3 quartile for 2023, ranking #103 of 232 in the category of General Computer Science, placing it within the 55th percentile and attesting to its growing influence among peer publications. The journal not only aims to publish high-quality research but also seeks to foster a collaborative platform for academicians, practitioners, and students to advance the domain of computational technologies. With a focus on innovative methodologies and applications, Cybernetics and Information Technologies remains committed to addressing current challenges and exploring the future landscape of technology and information systems.