A Novel Multidimensional Model for the OLAP on Documents: Modeling, Generation and Implementation

被引：0

作者：

Azabou, Maha ^{[1
]}

Khrouf, Kais ^{[1
]}

Feki, Jamel ^{[1
]}

Soule-Dupuy, Chantal ^{[2
]}

Valles, Nathalie ^{[2
]}

机构：

[1] Univ Sfax, MIR CL Lab, Fac Econ & Management, Dept Comp, Airport Rd Km 4,POB 1088, Sfax 3018, Tunisia

[2] Univ Toulouse 1, IRIT, F-31042 Toulouse 9, France

来源：

MODEL AND DATA ENGINEERING, MEDI 2014 | 2014年 / 8748卷

关键词：

XML Documents; OLAP; Diamond multidimensional model;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

As the amount of textual information grows explosively in various kinds of business systems, it becomes more and more essential to analyze both structured data and unstructured textual data simultaneously. However information contained in non structured data (documents and so on) is only partially used in business intelligence (BI). Indeed On-Line Analytical Processing (OLAP) cubes which are the main support of BI analysis in decision support systems have focused on structured data. This is the reason why OLAP is being extended to unstructured textual data. In this paper we introduce the innovative "Diamond" multidimensional model that will serve as a basis for semantic OLAP on XML documents and then we describe the meta modeling, generation and implementation of a the Diamond multidimensional model.

引用

页码：258 / 272

页数：15

共 13 条

[1] AGRAWAL R, 1994, P VLDB SANT CHIL SEP
[2] Aouiche K, 2009, LECT NOTES BUS INF P, V18, P51
[3] Bautista M., 2013, INT C IPMU DORTM GER, P158
[4] Ben Mefteh S., 2013, J INFORM ORG, V3, P36
[5] Etcheverry Lorena, 2012, The Semantic Web: Research and Applications. Proceedings 9th Extended Semantic Web Conference (ESWC 2012), P469, DOI 10.1007/978-3-642-30284-8_38
[6] AN AUTOMATIC METHOD FOR THE DESIGN OF MULTIDIMENSIONAL SCHEMAS FROM OBJECT ORIENTED DATABASES
Hachaichi, Yasser
Feki, Jamel
[J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2013, 12 (06) : 1223 - 1259
[7] Janet B., 2011, P 2011 INT C COMM CO, P397, DOI 10.1145/1947940.1948023
[8] Kimball Ralph., 2003, The Data Warehouse Toolkit
[9] Text Cube: Computing IR Measures for Multidimensional Text Database Analysis
Lin, Cindy Xide
Ding, Bolin
Han, Jiawei
Zhu, Feida
Zhao, Bo
[J]. ICDM 2008: EIGHTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2008, : 905 - 910
[10] Oukid L., 2013, CXT CUBE CONTEXTUAL

← 1 2 →