人工智能与大数据实验室
Artificial Intelligence and Big Data Laboratory
人工智能与大数据实验室依托电子与信息工程学院计算机系,以“平台、算法、数据”为中心,主攻大数据的表示、存储、计算、传输,人工智能技术分析、挖掘大数据的潜在价值,利用大数据建立新的智能模式、探索新应用的教学实践与研究。
主要方向包含:大数据计算和服务平台研究,图形图像与机器视觉数据分析、数据科学与知识工程、网络科学与人工智能等领域的学术研究和工程应用。实验室立足基础理论研究与创新,积极开展与地理信息、农业、交通等学科的交叉性前沿科学研究和教学实践,致力于培养具有理论创新和实际应用能力的复合型人才,开设实训和研究的内容包括人工智能、数据挖掘、大数据技术、机器学习、推荐系统等。
本实验室属电子与信息工程学院专业实验室,主要用于计算机科学与技术专业的课程实验任务,承担人工智能与大数据基本原理和应用,以及相关实训、实践任务,并作为本科生和研究生的大创大赛实践基地,教师部分课题研究基地等。
实验室与国内外多家研究机构、企业合作从事项目研究和开发,现已建成与千锋教育、百知教育的物联网与大数据联合实验室,拥有先进的虚拟化实验平台,能够满足应用软件开发、海量数据计算和高性能计算等实验科研任务需求。
The artificial intelligence and big data laboratory was established in 2019. Relying on the computer department of theSchool of Electronic and Information Engineering, the research team focuses on "platform, algorithm and data", studies the representation, storage, calculation and transmission of big data, researches and develops the artificial intelligence technology to analyze and tap the potential value of big data, and studies the use of big data to establish new intelligent models and explore new applications.
The research directions mainly include big data computing and service platform research, graphic image and machine vision data analysis, data science and knowledge engineering, network science and artificial intelligence and other fields of academic research and engineering application. Based on basic theoretical research and innovation, the laboratory actively carries out interdisciplinary frontier scientific research with geographic information, agriculture, transportation and other disciplines, and is committed to training compound talents with theoretical innovation and practical application ability. The contents of practical training and research include artificial intelligence, data mining, big data technology, machine learning, recommendation system, and more.
This laboratory is a professional laboratory of School of Electronic and Information Engineering. It offers the experimental courses for the majors of computer science and technology and undertakes the basic principles and applications of artificial intelligence and big data, as well as relevant training and practical tasks. It also serves as a practice base for undergraduate graduate students and a research base for teachers.
The laboratory cooperates with many domestic and foreign research institutions and enterprises to engage in project research and development. Now it has built a joint laboratory of the Internet of Things and big data with Qianfeng education and Baizhi education. It has an advanced virtual experimental platform, which can meet the needs of application software development, massive data calculation, high-performance calculation and other experimental and scientific research tasks.