Overview of Data Exploration Techniques

被引:125
作者
Idreos, Stratos [1 ]
Papaemmanouil, Olga [2 ]
Chaudhuri, Surajit [3 ]
机构
[1] Harvard Univ, Cambridge, MA 02138 USA
[2] Brandeis Univ, Waltham, MA 02254 USA
[3] Microsoft Res, Redmond, WA USA
来源
SIGMOD'15: PROCEEDINGS OF THE 2015 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA | 2015年
关键词
D O I
10.1145/2723372.2731084
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data exploration is about efficiently extracting knowledge from data even if we do not know exactly what we are looking for. In this tutorial, we survey recent developments in the emerging area of database systems tailored for data exploration. We discuss new ideas on how to store and access data as well as new ideas on how to interact with a data system to enable users and applications to quickly figure out which data parts are of interest. In addition, we discuss how to exploit lessons-learned from past research, the new challenges data exploration crafts, emerging applications and future research directions.
引用
收藏
页码:277 / 281
页数:5
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