A Data Model for Integrating Data Management and Data Mining in Social Big Data

被引：0

作者：

Ishikawa, Hiroshi ^{[1
]}

Chbeir, Richard ^{[2
]}

机构：

[1] Tokyo Metropolitan Univ, Fac Syst Design, Tokyo, Japan

[2] Univ Pau & Adour Countries, LIUPPA Lab, Anglet, France

来源：

NINTH INTERNATIONAL CONFERENCES ON ADVANCES IN MULTIMEDIA (MMEDIA 2017) | 2017年

关键词：

social data; big data; data model; data management; data mining;

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：

We propose an abstract data model for integrating data management and data mining necessary for describing social big data applications by using mathematical concepts of families, collections of sets. Our model facilitates reproducibility and accountability required for social big data researches and developments. We have partially validated our proposal by adapting our model to real case studies.

引用

页码：32 / 37

页数：6

共 14 条

[1]

[Anonymous], 2012, DIGITAL UNIVERSE 202

[2]

Feitelson Dror G., 2015, ACM SIGOPS Operating Systems Review, V49, P3

[3]

Flickr, THE APP GARD

[4]

Hirota M., 2016, P INT C KNOWL ENG SE

[5]

IDC, 2008, CISC VIS NETW IND GL

[6] An Object-Oriented database system Jasmine: Implementation, application, and extension [J].

Ishikawa, H ;

Yamane, Y ;

Izumida, Y ;

Kawato, N .

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 1996, 8 (02) :285-304

[7]

Ishikawa H., 2015, SOCIAL BIG DATA MINI

[8]

Mitomi K., 2016, LECT NOTES COMPUTER, V10046, P389

[9] Reproducible Research in Computational Science [J].

Peng, Roger D. .

SCIENCE, 2011, 334 (6060) :1226-1227

[10]

Perianayagam S, 2010, IEEE INT C BIOINFORM, P613, DOI 10.1109/BIBM.2010.5706639

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