雜志介紹

Ieee Transactions On Big Data雜志介紹

《Ieee Transactions On Big Data》是一本以English為主的未開放獲取國際優(yōu)秀期刊，中文名稱IEEE大數(shù)據(jù)交易，本刊主要出版、報道計算機(jī)科學(xué)-COMPUTER SCIENCE, THEORY & METHODS領(lǐng)域的研究動態(tài)以及在該領(lǐng)域取得的各方面的經(jīng)驗(yàn)和科研成果，介紹該領(lǐng)域有關(guān)本專業(yè)的最新進(jìn)展，探討行業(yè)發(fā)展的思路和方法，以促進(jìn)學(xué)術(shù)信息交流，提高行業(yè)發(fā)展。該刊已被國際權(quán)威數(shù)據(jù)庫SCIE收錄，為該領(lǐng)域相關(guān)學(xué)科的發(fā)展起到了良好的推動作用，也得到了本專業(yè)人員的廣泛認(rèn)可。該刊最新影響因子為7.5，最新CiteScore 指數(shù)為11.8。

本刊近期中國學(xué)者發(fā)表的論文主要有：

• A Lightweight Matrix Factorization for Recommendation With Local Differential Privacy in Big Data

  Author: Zhou, Hao; Yang, Geng; Xiang, Yang; Bai, Yunlu; Wang, Weiya

• DSTAGCN: Dynamic Spatial-Temporal Adjacent Graph Convolutional Network for Traffic Forecasting

  Author: Zheng, Qi; Zhang, Yaying

• Predicting and Understanding Student Learning Performance Using Multi-Source Sparse Attention Convolutional Neural Networks

  Author: Zhang, Yupei; An, Rui; Liu, Shuhui; Cui, Jiaqi; Shang, Xuequn

• STGAN: Spatio-Temporal Generative Adversarial Network for Traffic Data Imputation

  Author: Yuan, Ye; Zhang, Yong; Wang, Boyue; Peng, Yuan; Hu, Yongli; Yin, Baocai

英文介紹

Ieee Transactions On Big Data雜志英文介紹

Ieee Transactions On Big Data publishes peer reviewed articles with big data as the main focus. The articles will provide cross disciplinary innovative research ideas and applications results for big data including novel theory, algorithms and applications.

Research areas for big data include, but are not restricted to, big data analytics, big data visualization, big data curation and management, big data semantics, big data infrastructure,big data standards, big data performance analyses, intelligence from big data,scientific discovery from big data security, privacy,and legal issues specific to big data. Applications of big data in the fields of endeavor where massive data is generated are of particular interest.