Database systems for advanced applications : DASFAA 2020 International Workshops : BDMS, SeCoP, BDQM, GDMA, and AIDE, Jeju, South Korea, September 24-27, 2020 : proceedings
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書誌事項
Database systems for advanced applications : DASFAA 2020 International Workshops : BDMS, SeCoP, BDQM, GDMA, and AIDE, Jeju, South Korea, September 24-27, 2020 : proceedings
（Lecture notes in computer science, 12115）
Springer, c2020
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注記
"This year, five workshops were held in conjunction with the 25th International Conference on Database Systems for Advanced Applications (DASFAA 2020)"--Pref
"LNCS sublibrary: SL 3 - Information systems and applications, incl. Internet/Web, and HCI"--T.p. verso
Includes bibliographical references and index
内容説明・目次
内容説明
The LNCS 12115 constitutes the workshop papers which were held also online in conjunction with the 25th International Conference on Database Systems for Advanced Applications in September 2020.
The complete conference includes 119 full papers presented together with 19 short papers plus 15 demo papers and 4 industrial papers in this volume were carefully reviewed and selected from a total of 487 submissions.
DASFAA 2020 presents this year following five workshops:
The 7th International Workshop on Big Data Management and Service (BDMS 2020)
The 6th International Symposium on Semantic Computing and Personalization (SeCoP 2020)
The 5th Big Data Quality Management (BDQM 2020)
The 4th International Workshop on Graph Data Management and Analysis (GDMA 2020)
The 1st International Workshop on Artificial Intelligence for Data Engineering (AIDE 2020)
目次
Advanced database and web applications.-Big data.- Data mining.- Machine learning for database.- Data warehouse and OLAP.- Information retrieval.- Data model and query language.- Query processing.- Optimization.- Recommendation systems.- Data quality and credibility.- Multimedia databases.- Temporal and spatial databases.- Data streams and time-series data.- Semantic web and knowledge management.- Graph data management.- Social network analytics.- Bio and health informatics.- Blockchain and parallel/distributed systems.- Security.- Privacy and Trust.- Databases for emerging hardware.
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