Knowledge-based Systems

杂志介绍

Knowledge-based Systems杂志介绍

《Knowledge-based Systems》是一本以English为主的未开放获取国际优秀期刊，中文名称基于知识的系统，本刊主要出版、报道计算机科学-COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE领域的研究动态以及在该领域取得的各方面的经验和科研成果，介绍该领域有关本专业的最新进展，探讨行业发展的思路和方法，以促进学术信息交流，提高行业发展。该刊已被国际权威数据库SCIE收录，为该领域相关学科的发展起到了良好的推动作用，也得到了本专业人员的广泛认可。该刊最新影响因子为7.2，最新CiteScore 指数为14.8。

本刊近期中国学者发表的论文主要有：

• 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

英文介绍

Knowledge-based Systems杂志英文介绍

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.