会议信息
KDIR 2020: International Conference on Knowledge Discovery and Information Retrieval
http://www.kdir.ic3k.org/截稿日期: |
2020-05-19 |
通知日期: |
2020-07-17 |
会议日期: |
2020-11-02 |
会议地点: |
Budapest, Hungary |
届数: |
12 |
浏览: 8572 关注: 2 参加: 0
征稿
SCOPE Knowledge Discovery is an interdisciplinary area focusing upon methodologies for identifying valid, novel, potentially useful and meaningful patterns from data, often based on underlying large data sets. A major aspect of Knowledge Discovery is data mining, i.e. applying data analysis and discovery algorithms that produce a particular enumeration of patterns (or models) over the data. Knowledge Discovery also includes the evaluation of patterns and identification of which add to knowledge. This has proven to be a promising approach for enhancing the intelligence of software systems and services. The ongoing rapid growth of online data due to the Internet and the widespread use of large databases have created an important need for knowledge discovery methodologies. The challenge of extracting knowledge from data draws upon research in a large number of disciplines including statistics, databases, pattern recognition, machine learning, data visualization, optimization, and high-performance computing, to deliver advanced business intelligence and web discovery solutions. Information retrieval (IR) is concerned with gathering relevant information from unstructured and semantically fuzzy data in texts and other media, searching for information within documents and for metadata about documents, as well as searching relational databases and the Web. Automation of information retrieval enables the reduction of what has been called "information overload". Information retrieval can be combined with knowledge discovery to create software tools that empower users of decision support systems to better understand and use the knowledge underlying large data sets. The primary focus of KDIR is to provide a major forum for the scientific and technical advancement of knowledge discovery and information retrieval. CONFERENCE TOPICS Machine Learning Deep Learning Neural Networks Information Extraction Context Discovery Business Intelligence Applications Statistical Methods Data Analytics Data Reduction and Quality Assessment Interactive and Online Data Mining Mining Multimedia Data Mining Text and Semi-Structured Data Pre-Processing and Post-Processing for Data Mining Concept Mining Process Mining Web Mining Data Mining in Electronic Commerce Visual Data Mining and Data Visualization Knowledge Discovery in Databases Pattern Recogntion Feature Selection Clustering and Classification Methods User Profiling and Recommender Systems BioInformatics & Pattern Discovery Collaborative Filtering Software Frameworks
最后更新 Dou Sun 在 2020-03-10
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SIGIR | International Conference on Research and Development in Information Retrieval | 2025-01-16 | 2025-07-13 |
ICDLE | International Conference on Distance Learning and Education | 2020-07-10 | 2020-10-23 |
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相关期刊
CCF | 全称 | 影响因子 | 出版商 | ISSN |
---|---|---|---|---|
c | IEEE Signal Processing Letters | 3.200 | IEEE | 1070-9908 |
International Journal of Digital Signal and Image Processing | AR Publication | 2347-4521 | ||
Journal of Semantics | 2.000 | Oxford University Press | 0167-5133 | |
International Journal of Robotics and Automation | ACTA Press | 0826-8185 | ||
Molecular Simulation | 1.900 | Taylor & Francis | 0892-7022 | |
Information Systems Journal | 6.500 | Wiley-Blackwell | 1350-1917 | |
Information Processing and Management | 7.400 | Elsevier | 0306-4573 | |
Ecological Informatics | 5.800 | Elsevier | 1574-9541 | |
International Journal of Information Technology and Web Engineering | IGI Global | 1554-1045 | ||
Advances in Fuzzy Systems | 1.400 | Hindawi | 1687-7101 |
全称 | 影响因子 | 出版商 |
---|---|---|
IEEE Signal Processing Letters | 3.200 | IEEE |
International Journal of Digital Signal and Image Processing | AR Publication | |
Journal of Semantics | 2.000 | Oxford University Press |
International Journal of Robotics and Automation | ACTA Press | |
Molecular Simulation | 1.900 | Taylor & Francis |
Information Systems Journal | 6.500 | Wiley-Blackwell |
Information Processing and Management | 7.400 | Elsevier |
Ecological Informatics | 5.800 | Elsevier |
International Journal of Information Technology and Web Engineering | IGI Global | |
Advances in Fuzzy Systems | 1.400 | Hindawi |
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