A Proposed Methodology for Integrating Oil and Gas Data Using Semantic Big Data Technology

被引:1
|
作者
Danyaro, Kamaluddeen Usman [1 ]
Liew, M. S. [1 ]
机构
[1] Univ Teknol PETRONAS, Offshore Engn Ctr, Seri Iskandar 32610, Perak Darul Rid, Malaysia
关键词
Big data; Semantic web; Oil and gas data; Data integration; WEB;
D O I
10.1007/978-3-319-59427-9_4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paradigm change in web structure has turned the world of information systems and data sharing to be a huge and diverse storage. As many oil and gas companies vie for attention due to the downturn, more data management is needed. Therefore, oil and gas industries are hungry to share their information for competitive advantage. The challenge is the redundancy or/and unorganized information present in large amounts of data. This paper proposed a methodology for the development of semantic big data for oil and gas data exchange that facilitates data integration. It provides a framework that will be used for accessing the oil and gas data; and integrate the oil and gas unstructured, semi-structured and structured data for better accessibility to users.
引用
收藏
页码:30 / 38
页数:9
相关论文
共 50 条
  • [41] Using Semantic Technology to Tame the Data Variety Challenge
    Horrocks, Ian
    Giese, Martin
    Kharlamov, Evgeny
    Waaler, Arild
    IEEE INTERNET COMPUTING, 2016, 20 (06) : 62 - 66
  • [42] Research on the Technology of Data Cleaning in Big Data
    Feng, Fu-jun
    Yao, Jun-ping
    Li, Xiao-jun
    2018 2ND INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS, MODELING AND SIMULATION (AMMS 2018), 2018, 305 : 176 - 181
  • [43] The Application of Data Mining Technology to Big Data
    Wang, Jinlong
    Liu, Jing
    Higgs, Russell
    Zhou, Li
    Zhou, Chuanai
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE) AND IEEE/IFIP INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING (EUC), VOL 2, 2017, : 284 - 288
  • [44] Big data Security Hardening Methodology using Attributes Relationship
    Kim, Sung-Hwan
    Eom, Jung-Ho
    Chung, Tai-Myoung
    2013 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND APPLICATIONS (ICISA 2013), 2013,
  • [45] Network Security Analysis Using Big Data Technology
    Bachupally, Yogeshwar Rao
    Yuan, Xiaohong
    Roy, Kaushik
    SOUTHEASTCON 2016, 2016,
  • [46] Design of Processing Model for Connected Car Data Using Big Data Technology
    Nkenyereye, Lionel
    Jang, Jong Wook
    ADVANCES IN COMPUTER SCIENCE AND UBIQUITOUS COMPUTING, 2017, 421 : 143 - 148
  • [47] Big data, more oil
    Tippee, Bob
    OIL & GAS JOURNAL, 2015, 113 (07) : 22 - 22
  • [48] Traceability and ownership claim of data on big data marketplace using blockchain technology
    Sahoo, Swagatika
    Halder, Raju
    JOURNAL OF INFORMATION AND TELECOMMUNICATION, 2021, 5 (01) : 35 - 61
  • [49] Multi-level semantic annotation and unified data integration using semantic web ontology in big data processing
    Rani, P. Shobha
    Suresh, R. M.
    Sethukarasi, R.
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 5): : 10401 - 10413
  • [50] A Proposed Framework for Feedback Analysis System using Big Data Tools
    Yadav, Kusum
    Pandey, Manjusha
    Rautaray, Siddharth Swarup
    2017 INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC), 2017, : 542 - 545