Knowledge-based Systems

雜志介紹

Knowledge-based Systems雜志介紹

《Knowledge-based Systems》是一本以English為主的未開放獲取國際優秀期刊，中文名稱基于知識的系統，本刊主要出版、報道計算機科學-COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE領域的研究動態以及在該領域取得的各方面的經驗和科研成果，介紹該領域有關本專業的最新進展，探討行業發展的思路和方法，以促進學術信息交流，提高行業發展。該刊已被國際權威數據庫SCIE收錄，為該領域相關學科的發展起到了良好的推動作用，也得到了本專業人員的廣泛認可。該刊最新影響因子為7.2，最新CiteScore 指數為14.8。

本刊近期中國學者發表的論文主要有：

• Multi-relation graph convolutional network for Alzheimer's disease diagnosis using structural MRI

  Author: Zhang, Jin; He, Xiaohai; Qing, Linbo; Chen, Xiang; Liu, Yan; Chen, Honggang

• Light field angular super-resolution based on intrinsic and geometric information

  Author: Wang, Lingyu; Ren, Lifei; Wei, Xiaoyao; Yang, Jiangxin; Cao, Yanlong; Cao, Yanpeng

• MSBPR: A multi-pairwise preference and similarity based Bayesian personalized ranking method for recommendation

  Author: Zeng, Liang; Guan, Jiewen; Chen, Bilian

• Multiplex network community detection algorithm based on motif awareness

  Author: Li, Chunying; Guo, Xiaojiao; Lin, Weijie; Tang, Zhikang; Cao, Jinli; Zhang, Yanchun

英文介紹

Knowledge-based Systems雜志英文介紹

Knowledge-Based Systems is an international, interdisciplinary and applications-oriented journal. This journal focuses on systems that use knowledge-based (KB) techniques to support human decision-making, learning and action; emphases the practical significance of such KB-systems; its computer development and usage; covers the implementation of such KB-systems: design process, models and methods, software tools, decision-support mechanisms, user interactions, organizational issues, knowledge acquisition and representation, and system architectures.

This journal's current leading topics are but not limited to:

? Big data techniques and methodologies, data-driven information systems, and knowledge acquisition

? Cognitive interaction and intelligent human interfaces

? Recommender systems and E-service personalization

? Intelligent decision support systems, prediction systems and warning systems

? Computational and artificial intelligence based systems and uncertain information processes

? Swarm intelligence and evolutionary computing

? Knowledge engineering, machine learning-based systems and web semantics

The journal also welcomes papers describing novel applications of knowledge based systems in any human endeavor: ranging from financial technology to engineering to health science or any other domain impacted by Artificial Intelligence technologies and its associated techniques and systems.