International Journal of Data Science and Analytics

期刊全称International Journal of Data Science and Analytics
涉及主题计算机科学数学人工智能机器学习数据挖掘统计工程类哲学物理经济操作系统程序设计语言心理学政治学生物数据科学法学量子力学万维网地理
期刊介绍

Data Science has been established as an important emergent scientific field and paradigm driving research evolution in such disciplines as statistics, computing science and intelligence science, and practical transformation in such domains as science, engineering, the public sector, business, social sci­ence, and lifestyle. The field encompasses the larger ar­eas of artificial intelligence, data analytics, machine learning, pattern recognition, natural language understanding, and big data manipulation. It also tackles related new sci­entific chal­lenges, ranging from data capture, creation, storage, retrieval, sharing, analysis, optimization, and vis­ualization, to integrative analysis across heterogeneous and interdependent complex resources for better decision-making, collaboration, and, ultimately, value creation.The International Journal of Data Science and Analytics (JDSA) brings together thought leaders, researchers, industry practitioners, and potential users of data science and analytics, to develop the field, discuss new trends and opportunities, exchange ideas and practices, and promote transdisciplinary and cross-domain collaborations. The jour­nal is composed of three streams: Regular, to communicate original and reproducible theoretical and experimental findings on data science and analytics; Applications, to report the significant data science applications to real-life situations; and Trends, to report expert opinion and comprehensive surveys and reviews of relevant areas and topics in data science and analytics.Topics of relevance include all aspects of the trends, scientific foundations, techniques, and applica­tions of data science and analytics, with a primary focus on:statistical and mathematical foundations for data science and analytics;understanding and analytics of complex data, human, domain, network, organizational, social, behavior, and system characteristics, complexities and intelligences;creation and extraction, processing, representation and modelling, learning and discovery, fusion and integration, presentation and visualization of complex data, behavior, knowledge and intelligence;data analytics, pattern recognition, knowledge discovery, machine learning, deep analytics and deep learning, and intelligent processing of various data (including transaction, text, image, video, graph and network), behaviors and systems;active, real-time, personalized, actionable and automated analytics, learning, computation, optimization, presentation and recommendation; big data architecture, infrastructure, computing, matching, indexing, query processing, mapping, search, retrieval, interopera­bility, exchange, and recommendation;in-memory, distributed, parallel, scalable and high-performance computing, analytics and optimization for big data;review, surveys, trends, prospects and opportunities of data science research, innovation and applications;data science applications, intelligent devices and services in scientific, business, governmental, cultural, behavioral, social and economic, health and medical, human, natural and artificial (including online/Web, cloud, IoT, mobile and social media) domains; andethics, quality, privacy, safety and security, trust, and risk of data science and analytics

期刊ISSNprint: 2364-415
历年影响因子
2024年 2023年 2022年 2021年 2020年 2019年 2018年 2017年
3.42.4000000
历年发表/被引量
年份202520242023202220212020201920182017201620152014
发表量1302141068357343479503800
被引量5481543160412179537405032871072675
h-Index0
自引率8.80%
涉及的研究领域Multiple-
中科院2025年分区 ?
大类小类TOP期刊综述期刊
3区4区 计算机:人工智能
4区计算机:信息系统
WOS期刊分区

JCR学科分类

JCR分区学科名称收录数据库JCR分区分区排名
COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCEESCIQ3105/204
COMPUTER SCIENCE, INFORMATION SYSTEMSESCIQ2128/258

JCI学科分类

JCI分区学科名称收录数据库JCI分区分区排名
COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCEESCIQ3119/204
COMPUTER SCIENCE, INFORMATION SYSTEMSESCIQ3151/258
期刊主页https://www.springer.com/41060https://link.springer.com/journal/41060
投稿网址https://www.editorialmanager.com/jdsa/
出版商Springer Nature
出版周期8 issues per year
每年出版文章数60
Gold OA文章占比32.22%
原创研究文献占比
(排除综述)
87.34%
SCI收录类型

Emerging Sources Citation Index (ESCI)

Scopus (CiteScore)

PubMed链接http://www.ncbi.nlm.nih.gov/nlmcatalog?term=2364-415X%5BISSN%5D
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