IJDMB旨在发布生物信息学、数据挖掘和知识发现领域的最新研发成果和经验，以及数据挖掘技术和方法在集成和解释生物信息学数据集、提高生物信息学数据分析的有效性和/或效率和质量方面的作用。IJDMB的主要目标是促进新的多学科研究和前沿数据挖掘方法、技术和工具的发展，以解决生物信息学中的问题。目的是帮助读者了解生物信息学数据收集、数据预处理、数据挖掘和数据管理方面的最新技术/算法/方法。
IJDMB aims to publish the latest research and development results and experiences in the areas of bioinformatics, data mining and knowledge discovery, and the role of data mining techniques and methods in integrating and interpreting the bioinformatics data sets and improving effectiveness and/or efficiency and quality for bioinformatics data analysis. The major objective of IJDMB is to stimulate new multidisciplinary research and the development of cutting-edge data mining methods, techniques and tools to solve problems in bioinformatics. The goal is to help readers understand state-of-the-art techniques/algorithms/methods in bioinformatics data gathering, data pre-processing, data mining and data management.