Search Approach for External Data Sources for Data Warehouse Enrichment in Business Intelligence Context

被引:0
|
作者
Djiroun, Rahma [1 ]
Lachachi, Lilia Yasmine [1 ]
Azzouni, Noufel Fares Eddine [1 ]
Guessoum, Meriem Amel [1 ]
Boukhalfa, Kamel [1 ]
Benkhelifa, El Hadj [2 ]
机构
[1] USTHB, LSI, Algiers, Algeria
[2] Staffordshire Univ, CCA, Stoke On Trent, Staffs, England
来源
2023 20TH ACS/IEEE INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, AICCSA | 2023年
关键词
Business Intelligence; Data Warehouses; External sources; Open Data;
D O I
10.1109/AICCSA59173.2023.10479350
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In Business Intelligence (BI) systems, decision-making is based on data warehouses (DW), alimented, generally, from internal sources to the organization. Decision-making based solely on this data, sometimes, gives a partial and limited view of certain activities. Consequently, the decision maker finds himself constrained to search additional information on the Web in order to understand the external environment. This information can be found in external data sources as the Open Data (OD), to complete a decisional analysis. Therefore, it is valuable to enrich DWs with external data sources. In this context, we propose, in this paper, an approach that aims to explore the Web in order to search and select appropriate OD sources for DW enrichment. This approach is carried out on the basis of Natural Language Processing (NLP) techniques as well as a scrapping process related to the Google Dataset Search engine, in order to provide an efficient solution for making decisions to validate this approach, a tool called "Open Data Search" is developed and the obtained results are presented.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] A Data Warehouse Approach for Business Intelligence
    Garani, Georgia
    Chernov, Andrey, V
    Savvas, Ilias K.
    Butakova, Maria A.
    2019 IEEE 28TH INTERNATIONAL CONFERENCE ON ENABLING TECHNOLOGIES: INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES (WETICE), 2019, : 70 - 75
  • [2] An Integrated Approach to Deploy Data Warehouse in Business Intelligence Environment
    Ghosh, Ranak
    Halder, Sujay
    Sen, Soumya
    2015 THIRD INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION, CONTROL AND INFORMATION TECHNOLOGY (C3IT), 2015,
  • [3] Enterprise Data warehouse and Business Intelligence Solution
    Bagambiki, Erika
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON THEORY AND PRACTICE OF ELECTRONIC GOVERNANCE (ICEGOV2018), 2018, : 665 - 666
  • [4] Integrated Architecture of Data Warehouse with Business Intelligence Technologies
    ul Hassan, Ch Anwar
    Irfan, Rizwana
    Shah, Munam Ali
    2018 24TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTING (ICAC' 18), 2018, : 259 - 264
  • [5] Application of Data Warehouse in Decision Support and Business Intelligence System
    Jain, Shubham
    Sharma, Shilpi
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT 2018), 2018, : 231 - 234
  • [6] Data Warehouse Failure Prevention Model: Business Intelligence Perspective
    Khan, Muhammad Ishfaq
    Talpur, Hakim Ali
    Qureshi, Muzaffar Ali
    BUSINESS TRANSFORMATION THROUGH INNOVATION AND KNOWLEDGE MANAGEMENT: AN ACADEMIC PERSPECTIVE, VOLS 3 AND 4, 2010, : 2817 - 2824
  • [7] DATA WAREHOUSE PYRAMIDAL SCHEMA ARCHITECTURE - SUPPORT FOR BUSINESS INTELLIGENCE SYSTEMS
    Popa, Aida-Maria
    PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON INFORMATICS IN ECONOMY (IE 2015): EDUCATION, RESEARCH & BUSINESS TECHNOLOGIES, 2015, : 375 - 380
  • [8] Decision making in the context of business intelligence and data quality
    Marshall, L.
    de la Harpe, R.
    SOUTH AFRICAN JOURNAL OF INFORMATION MANAGEMENT, 2009, 11 (02):
  • [9] Data Analysis using Business Intelligence in the educational context
    Hernandez Cruz, Luz Maria
    Barrera Lao, Francisco Javier
    Mex Alvarez, Diana Concepcion
    Estrada Segovia, Guadalupe Manuel
    Uc Rios, Carlos Eduardo
    Lopez Aban, Luis Angel
    PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021), 2021,
  • [10] Examining Competitive Intelligence Using External and Internal Data Sources: A Text Mining Approach
    Xue, Yun
    Zhou, Yilu
    Dasgupta, Subhasish
    AMCIS 2015 PROCEEDINGS, 2015,