Data mining support in database management systems

被引：0

作者：

Morzy, T ^{[1
]}

Wojciechowski, M ^{[1
]}

Zakrzewicz, M ^{[1
]}

机构：

[1] Poznan Tech Univ, PL-60965 Poznan, Poland

来源：

DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS | 2000年 / 1874卷

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The most popular data mining techniques consist in searching databases for frequently occurring patterns, e.g. association rules, sequential patterns. We argue that in contrast to today's loosely-coupled tools, data mining should be regarded as advanced database querying and supported by Database Management Systems (DBMSs). In this paper we describe our research prototype system, which logically extends DBMS functionality, offering extensive support for pattern discovery, storage and management. We focus on the system architecture and novel SQL-based data mining query language, which serves as the user interface to the system.

引用

页码：382 / 392

页数：11

共 50 条

[1] Data mining using relational database management systems
Zou, B
Ma, X
Kemme, B
Newton, G
Precup, D
[J]. ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2006, 3918 : 657 - 667
[2] Efficient integration of data mining techniques in database management systems
Bentayeb, F
Darmont, J
Udréa, C
[J]. INTERNATIONAL DATABASE ENGINEERING AND APPLICATIONS SYMPOSIUM, PROCEEDINGS, 2004, : 59 - 67
[3] Database support for data mining patterns
Kotsifakos, E
Ntoutsi, I
Theodoridis, Y
[J]. ADVANCES IN INFORMATICS, PROCEEDINGS, 2005, 3746 : 14 - 24
[4] Data mining on parallel database systems
Sousa, M
Mattoso, M
Ebecken, N
[J]. INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED PROCESSING TECHNIQUES AND APPLICATIONS, VOLS I-IV, PROCEEDINGS, 1998, : 1147 - 1154
[5] Data mining support systems
Zhao, YL
Yao, JT
Yao, YY
[J]. DATA MINING AND KNOWLEDGE DISCOVERY: THEORY, TOOLS, AND TECHNOLOGY VI, 2004, 5433 : 218 - 227
[6] DATA MANAGEMENT SUPPORT FOR DATABASE-MANAGEMENT
BAYER, R
SCHLICHTIGER, P
[J]. ACTA INFORMATICA, 1984, 21 (01) : 1 - 28
[7] Buffer management in distributed database systems: A data mining-based approach
Feng, L
Lu, H
Tay, YC
Tung, KH
[J]. ADVANCES IN DATABASE TECHNOLOGY - EDBT'98, 1998, 1377 : 246 - 260
[8] In support of mesodata in database management systems
de Vries, D
Rice, S
Roddick, JF
[J]. DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2004, 3180 : 663 - 674
[9] Parallel database techniques in decision support and data mining
Reuter, A
[J]. PARALLEL COMPUTING: FUNDAMENTALS, APPLICATIONS AND NEW DIRECTIONS, 1998, 12 : 33 - 44
[10] Data Mining as Support to Knowledge Management in Marketing
Zekic-Susac, Marijana
Has, Adela
[J]. BUSINESS SYSTEMS RESEARCH JOURNAL, 2015, 6 (02): : 18 - 30

← 1 2 3 4 5 →