ACM Transactions on Knowledge Discovery from Data

ACM Transactions on Knowledge Discovery from Data is a peer-reviewed journal published by the Association for Computing Machinery since 2007 that covers knowledge discovery and data mining, with a 2025 Journal Impact Factor of 6.9《ACM 数据知识发现汇刊》（ACM Transactions on Knowledge Discovery from Data）是美国计算机学会自 2007 年起出版的同行评审期刊，涵盖知识发现与数据挖掘，2025 年影响因子为 6.9。

Scope

• The journal welcomes papers on the full range of research in the knowledge discovery and analysis of diverse forms of data期刊欢迎各种形式数据的知识发现与分析各方向的研究论文。
• Scalable and effective algorithms for data mining and big data analysis are central可扩展且高效的数据挖掘与大数据分析算法居于核心。
• Mining of data streams, multi-media data and high-dimensional data is covered收录数据流挖掘、多媒体数据挖掘与高维数据挖掘。
• Mining of text, web and semi-structured data and of spatial and temporal data is within scope文本、网络与半结构化数据以及时空数据的挖掘属于其范围。
• Social network analysis, graph-structured data and community generation are standing topics社会网络分析、图结构数据与社区发现有常设主题。
• Security and privacy issues in data mining, and visual, interactive and online data mining, are also covered, along with pre-processing and post-processing数据挖掘中的安全与隐私问题、可视化与交互式及在线数据挖掘、以及前处理与后处理同样收录。

History

• The journal began publication with its first issue in March 2007该刊于 2007 年 3 月出版第 1 期。
• Its first editor-in-chief was Jiawei Han of the University of Illinois at Urbana-Champaign首任主编为伊利诺伊大学厄巴纳-香槟分校的（Jiawei Han）。
• It is published by the Association for Computing Machinery in New York, with content hosted in the ACM Digital Library期刊由（ACM）在纽约出版，内容托管于（ACM Digital Library）。
• It appears under print ISSN 1556-4681 and electronic ISSN 1556-472X期刊印刷 ISSN 为 1556-4681，电子 ISSN 为 1556-472X。
• It is indexed in the Science Citation Index Expanded, Scopus and EI, and in PubMed among other databases该刊被（Science Citation Index Expanded）、（Scopus）、（EI）以及（PubMed）等数据库收录。
• Its Journal Impact Factor moved from 2.713 in 2021 through 4.157 in 2022 and 4.8 in 2024 to 6.9 in 2025, ranking 8th among 128 software engineering journals and 34th among 266 information systems journals其影响因子由 2021 年的 2.713 经 2022 年的 4.157 与 2024 年的 4.8 升至 2025 年的 6.9，在 128 种软件工程期刊中列第 8 位，在 266 种信息系统期刊中列第 34 位。

Editors

• The first Editor-in-Chief was Jiawei Han of the University of Illinois at Urbana-Champaign, a leading figure in data mining首任主编为伊利诺伊大学厄巴纳-香槟分校的（Jiawei Han），是数据挖掘领域的领军学者。
• Editorial leadership is appointed under the ACM publications programme编辑领导层在（ACM）出版体系下任命。
• The journal is a CCF A class and a top-tier Chinese Academy of Sciences title in computer science该刊为中国计算机学会 A 类期刊，并属中科院分区计算机科学一区。
• Accepted papers are published in the ACM Digital Library录用论文在（ACM Digital Library）发表。
• Manuscripts are peer reviewed under ACM's publication policies稿件按（ACM）出版政策实行同行评审。