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
  • [41] SOA enabled ELTA: approach in designing business intelligence solutions in Era of Big Data
    Dmitriyev, Viktor
    Mahmoud, Tariq
    Michel Marin-Ortega, Pablo
    IJISPM-INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND PROJECT MANAGEMENT, 2015, 3 (03): : 49 - 63
  • [42] Towards Differentiating Business Intelligence, Big Data, Data Analytics and Knowledge Discovery
    Dedic, Nedim
    Stanier, Clare
    INNOVATIONS IN ENTERPRISE INFORMATION SYSTEMS MANAGEMENT AND ENGINEERING, 2017, 285 : 114 - 122
  • [43] Business Intelligence Through Big Data Analytics, Data Mining and Machine Learning
    Yafooz, Wael M. S.
    Abu Bakar, Zainab Binti
    Fahad, S. K. Ahammad
    Mithun, Ahamed. M.
    DATA MANAGEMENT, ANALYTICS AND INNOVATION, ICDMAI 2019, VOL 2, 2020, 1016 : 217 - 230
  • [44] Master Data Management and Data Warehouse An Architectural Approach for Improved Decision-Making
    Gomede, Everton
    Barros, Rodolfo M.
    PROCEEDINGS OF THE 2013 8TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2013), 2013,
  • [45] The Impact of Data Environment and Profitability on Business Intelligence Adoption
    Shen, Chien-wen
    Hsu, Ping-Yu
    Peng, Yen-Ting
    INTELLIGENT INFORMATION AND DATABASE SYSTEMS (ACIIDS 2012), PT II, 2012, 7197 : 185 - 193
  • [46] INTEGRATING DATA MINING TECHNIQUES INTO BUSINESS INTELLIGENCE SYSTEMS
    Petre, Ruxandra
    INTERNATIONAL CONFERENCE ON INFORMATICS IN ECONOMY, 2013, : 619 - 623
  • [47] Data modeling strategies and alternatives for business intelligence projects
    Jukic, N
    ITI 2005: Proceedings of the 27th International Conference on Information Technology Interfaces, 2005, : 13 - 17
  • [48] From Business Intelligence to semantic data stream management
    Aufaure, Marie-Aude
    Chiky, Raja
    Cure, Olivier
    Khrouf, Houda
    Kepeklian, Gabriel
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2016, 63 : 100 - 107
  • [49] A Research on the Role Positioning of Data Mining in Business Intelligence
    Wang Hui
    RECENT ADVANCE IN STATISTICS APPLICATION AND RELATED AREAS, VOLS I AND II, 2009, : 957 - 961
  • [50] Using a Business Intelligence Data Analytics Solution in Healthcare
    Ali, Osama
    Crvenkovski, Pete
    Johnson, Helen
    7TH IEEE ANNUAL INFORMATION TECHNOLOGY, ELECTRONICS & MOBILE COMMUNICATION CONFERENCE IEEE IEMCON-2016, 2016,