Microblogs data management and analysis

Amr Magdy, Mohamed Mokbel

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Microblogs data, e.g., tweets, reviews, news comments, and social media comments, has gained considerable attention in recent years due to its popularity and rich contents. Nowadays, microblogs applications span a wide spectrum of interests, including detecting and analyzing events, user analysis for geo-targeted ads and political elections, and critical applications like discovering health issues and rescue services. Consequently, major research efforts are spent to analyze and manage microblogs data to support different applications. In this tutorial, we give a 1.5 hours overview about microblogs data analysis, management, and systems. The tutorial gives a comprehensive review for research efforts that are trying to analyze microblogs contents to build on them new functionality and use cases. In addition, the tutorial reviews existing research that propose core data management components to support microblogs queries at scale. Finally, the tutorial reviews system-level issues and on-going work on supporting microblogs data through the rising big data systems. Through its different parts, the tutorial highlights the challenges and opportunities in microblogs data research.

Original languageEnglish
Title of host publication2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1440-1443
Number of pages4
ISBN (Electronic)9781509020195
DOIs
Publication statusPublished - 22 Jun 2016
Externally publishedYes
Event32nd IEEE International Conference on Data Engineering, ICDE 2016 - Helsinki, Finland
Duration: 16 May 201620 May 2016

Other

Other32nd IEEE International Conference on Data Engineering, ICDE 2016
CountryFinland
CityHelsinki
Period16/5/1620/5/16

Fingerprint

Information management
Health
Data management
Tutorial

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computational Theory and Mathematics
  • Computer Graphics and Computer-Aided Design
  • Computer Networks and Communications
  • Information Systems
  • Information Systems and Management

Cite this

Magdy, A., & Mokbel, M. (2016). Microblogs data management and analysis. In 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016 (pp. 1440-1443). [7498365] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICDE.2016.7498365

Microblogs data management and analysis. / Magdy, Amr; Mokbel, Mohamed.

2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 1440-1443 7498365.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magdy, A & Mokbel, M 2016, Microblogs data management and analysis. in 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016., 7498365, Institute of Electrical and Electronics Engineers Inc., pp. 1440-1443, 32nd IEEE International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, 16/5/16. https://doi.org/10.1109/ICDE.2016.7498365
Magdy A, Mokbel M. Microblogs data management and analysis. In 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 1440-1443. 7498365 https://doi.org/10.1109/ICDE.2016.7498365
Magdy, Amr ; Mokbel, Mohamed. / Microblogs data management and analysis. 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 1440-1443
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