Data Intelligence
Scope & Guideline
Bridging Theory and Practice in Data Intelligence
Introduction
Aims and Scopes
- Data Science and Machine Learning:
The journal covers a broad spectrum of topics within data science, including machine learning techniques, deep learning frameworks, and artificial intelligence applications, aiming to enhance data-driven insights. - Data Management and FAIR Principles:
A significant focus is on data management practices, particularly the implementation of FAIR (Findable, Accessible, Interoperable, and Reusable) principles, which are essential for improving data sharing and usability in research. - Natural Language Processing (NLP):
Research in NLP is a core area, with studies exploring various techniques for text analysis, sentiment detection, and language understanding, contributing to advancements in human-computer interaction. - Knowledge Graphs and Semantic Technologies:
The journal emphasizes the use of knowledge graphs for data representation and reasoning, facilitating more intelligent systems and applications across diverse fields. - Interdisciplinary Applications:
The journal promotes interdisciplinary research that applies data intelligence in various sectors, including health, environmental science, and social sciences, showcasing the versatility of data methodologies.
Trending and Emerging
- Generative AI and Language Models:
The rise of generative AI, particularly with advancements in large language models like ChatGPT, has led to increased research on their applications, ethical considerations, and performance evaluation. - Sustainable and Ethical Data Practices:
There is a growing emphasis on sustainability and ethical considerations in data practices, including the development of frameworks for responsible data usage and the implications of data management on society. - Integration of Multi-modal Data:
Research focusing on the integration of multi-modal data sources (e.g., text, images, and structured data) is gaining momentum, reflecting a trend towards more holistic data analysis methodologies. - Health Informatics and Biomedical Applications:
The intersection of data intelligence with health informatics is increasingly prominent, showcasing applications in medical diagnosis, patient management, and public health analysis. - Context-aware Data Processing:
Studies exploring context-aware data processing techniques are emerging, highlighting the importance of contextual information in enhancing data relevance and accuracy in various applications.
Declining or Waning
- Traditional Statistical Methods:
There has been a noticeable decrease in publications focusing solely on traditional statistical methods, as the field increasingly favors machine learning approaches that offer more dynamic and scalable solutions. - Basic Data Visualization Techniques:
Papers dedicated to basic data visualization techniques have waned, indicating a shift towards more complex visualization methodologies that integrate advanced analytics and interactive elements. - Manual Data Entry and Curation:
As automated data collection and processing techniques gain traction, studies centered around manual data entry and curation processes are becoming less common, reflecting advancements in technology.
Similar Journals
International Journal of Knowledge and Systems Science
Advancing Insights in AI, Information Systems, and ManagementInternational Journal of Knowledge and Systems Science (IJKSS) is a premier academic journal published by IGI Global, focusing on the intersections of Artificial Intelligence, Information Systems, and Management. With an ISSN of 1947-8208 and an E-ISSN of 1947-8216, the journal has established itself as a critical platform for disseminating innovative research from scholars and practitioners in these dynamic fields. IJKSS aims to contribute to the advancement of knowledge by publishing high-quality research articles, case studies, and theoretical discussions that address pressing issues and emerging trends within systems science and management. Notably, it ranks Q3 in several categories, indicating its respected position in a competitive academic landscape. Although it currently does not offer Open Access, its wide reach through IGI Global ensures substantial visibility for its contributors. With a commitment to fostering academic discourse, IJKSS is indispensable for researchers, professionals, and students seeking to explore the complexities of knowledge systems and technology management.
Intelligent Data Analysis
Advancing the Frontiers of Intelligent Data AnalysisIntelligent Data Analysis is a highly regarded journal published by IOS Press, specializing in the fields of Artificial Intelligence, Computer Vision, and Pattern Recognition. With its ISSN 1088-467X and E-ISSN 1571-4128, the journal has been a cornerstone of scholarly communication since its inception in 1997, serving as a vital resource for researchers, professionals, and students engaged in advancing methodologies and applications in intelligent data analysis. The journal maintains its significance with impressive Scopus ranks, indicating its notable position within the academic community. Although currently not an Open Access journal, Intelligent Data Analysis offers a wealth of insights and findings, encouraging collaboration and knowledge exchange among its readership. With an impact factor reflective of its rigorous selection processes, the journal traverses a broad range of topics, contributing to ongoing discussions and innovations in its field. As the journal looks toward shaping future research until 2024 and beyond, it remains a pivotal platform for disseminating cutting-edge research and fostering academic inquiry.
Journal of Information and Telecommunication
Fostering Collaboration, Enhancing Global Discourse.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.
INTELLIGENCE
Transforming Perspectives on Cognitive PsychologyINTELLIGENCE, published by Elsevier Science Inc, is a leading international journal dedicated to advancing research in the fields of cognitive psychology, developmental psychology, and human intelligence. With an impact factor reflecting its authority within the academic community, this journal occupies a prestigious position—ranking in the Q1 category for Arts and Humanities and achieving strong Q2 rankings in both Developmental and Educational Psychology and Experimental and Cognitive Psychology. Scholars can access high-quality research articles that contribute to the understanding of intelligent behavior, cognitive processes, and the implications of intelligence in various contexts. By encompassing a broad range of interdisciplinary perspectives since its inception in 1977 and continuing into 2024, INTELLIGENCE serves as an essential resource for researchers, professionals, and students keen to explore the complexities of human thought and learning.
Frontiers in Big Data
Championing Open Access for Groundbreaking ResearchFrontiers 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.
JOURNAL OF BIOMEDICAL INFORMATICS
Innovating the future of biomedical engineering.JOURNAL OF BIOMEDICAL INFORMATICS, published by Academic Press Inc. Elsevier Science, is a premier peer-reviewed journal dedicated to the integration of computer science and health informatics to advance the field of biomedical engineering and healthcare. With its ISSN 1532-0464 and E-ISSN 1532-0480, this influential journal has established itself with an impressive impact factor, reflecting its high-quality research contributions. Recognized within the top quartile (Q1) of both Computer Science Applications and Health Informatics for 2023, the journal ranks #135 out of 817 in Computer Science Applications and #25 out of 138 in Health Informatics according to Scopus metrics. Offering open access options, it fosters extensive dissemination and accessibility of groundbreaking research findings to the scientific community. As a scholarly platform from 2001 to 2024, it is engineered to cater to the educational needs of researchers, professionals, and students, promoting innovative studies that bridge the gap between technology and healthcare.
ACM Transactions on Intelligent Systems and Technology
Connecting Innovators in Intelligent Systems and TechnologyACM Transactions on Intelligent Systems and Technology, published by the Association for Computing Machinery (ACM), is a leading peer-reviewed journal dedicated to the rapid dissemination of innovative research in the fields of Artificial Intelligence and Theoretical Computer Science. With an impressive Impact Factor and a strong H-Index, it boasts a premier standing in the academic community, being ranked Q1 in both AI and Theoretical Computer Science categories as of 2023. This journal serves as a critical platform for researchers, professionals, and students aiming to contribute to and stay informed about the latest developments in intelligent systems and technology. While there are currently no open-access options, readers can explore invaluable insights into current trends and methodologies from 2010 to 2024, making it an essential resource for anyone passionate about advancing their knowledge in these rapidly evolving domains. The journal continues to foster collaboration and innovation, reflecting the forefront of research where technology intersects with intelligent systems.
Journal of Web Librarianship
Inspiring New Paradigms in Library and Information SciencesWelcome to the Journal of Web Librarianship, an esteemed publication dedicated to the evolving landscape of library science and information technology. Published by Routledge Journals, Taylor & Francis Ltd, this journal serves as a vital platform for researchers and professionals to share innovative practices, methodologies, and research findings in the fields of Library and Information Sciences and Computer Science Applications. With an impressive impact factor reflected in its 2023 rankings—Q1 in Library and Information Sciences and Q2 in Computer Science Applications—the journal is well-positioned to influence the discourse and development within these disciplines. Since its inception in 2007, the Journal of Web Librarianship has continually contributed to the academic dialogue, ensuring a comprehensive understanding of the critical role that web technologies play in library services. Though it is not an open-access journal, it remains an invaluable resource for those dedicated to advancing the practice and theory of web librarianship. Join us in exploring the intersections of information and technology as we work towards a more informed society.
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
Unlocking the Potential of Intelligent Information SystemsThe Journal of Intelligent Information Systems, published by Springer since 1992, is a premier academic journal that offers a multidisciplinary platform in the fields of Artificial Intelligence, Computer Networks and Communications, Hardware and Architecture, Information Systems, and Software. With an impressive impact reflected in its 2023 Q2 category rankings across multiple domains and a commendable standing in the Scopus Rankings—ranking #84 in Computer Networks and Communications and #101 in Artificial Intelligence—the journal is recognized for its contribution to advancing knowledge and innovation. Although it is not an open-access journal, its accessibility through institutional subscriptions ensures that a wide range of researchers, professionals, and students can engage with high-quality, peer-reviewed research that addresses the latest advancements and trends in intelligent systems. For over three decades, this journal has effectively bridged gaps between academia and industry, making it a vital resource for those aiming to push boundaries in intelligent information systems.
Vietnam Journal of Computer Science
Elevating the discourse in computer science through open access insights.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.