Data Analytics

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Read our feature in the December 2012 Sigmod Record.

The Data Analytics group at QCRI has built expertise focused on three core data management challenges that will enable the effective use of this growing asset class: extraction from its natural digital habitat, integration from a large and evolving number of sources, and robust cleaning processes to assure data quality and validation.

The Data Trio: Extraction, Integration, and Cleaning:  Institutions and industries at a national level deal with large scale, heterogeneous data collected from large number of sources. The main challenge is a judicious use of the information within and across organizations to make informed decisions and to run operations effectively.

At QCRI, we are focusing on the interaction among three core data management challenges that will enable effective use of the continuously growing data: Information Extraction, Data and Schema Integration, and Data Cleaning.

Going beyond traditional ETL approaches, we are investigating multiple new directions, including: handling unstructured data; interleaving extraction, integration, and cleansing tasks in a more dynamic and interactive process that responds to evolving data sets and real-time decision-making constraints; and leveraging the power of human cycles to solve hard problems such as data cleaning and information integration.

Scalable Knowledge Models: Grand challenges mean big data. ‘Knowledge base’ is the term commonly used to refer to data, along with the rules and the logic that describe the information within this data. Large-scale knowledge management is a core-computing challenge due to the expensive process involved in reasoning about the data and inferring the facts and the various semantics embedded within. We focus on developing efficient knowledge representation models and semantic-aware query languages and processing engines that bring semantics to real applications. Main applications domains include media and health, where current approaches are either too expensive or fall short in delivering user needs.


For technical or informational questions, please send an email to 
QCRI Careers with the name of the group to whom you’re directing your question, e.g. ALT, CS&E, Cyber Security, Data Analytics, Distributed Systems or Social Computing, in the subject line.

Principal Scientist

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Dr. Mourad Ouzzani

To be part of something different than what I had been used to at Purdue University and contribute to the first computing research institution in the region.
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Principal Scientist

Dr. Sanjay Chawla

QCRI provides an ideal environment to conduct high-impact research which can transcend disciplinary boundaries.
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  • NADEEF.  A semi-automatic extensible data cleaning system.
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In the Media

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Why are so many researchers moving to Qatar?

22/06/2016

Three academics explain what makes the country and its research scene so attractive

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What does your phone reveal about you? Experts claim they can predict your age and income from your apps

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App developed in Qatar a big hit among foreign researchers

29/05/2016

Qatar Computing Research Institute (QCRI) senior software engineer Hossam Hammady and lead scientist Dr Mourad Ouzzani. DOHA: A unique application developed in Qatar is widely helping medical ...

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Events

Past Events

2016

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Qatar Foundation Annual Research Conference 2016 (ARC'16)

Download ICS File 22/03/2016  - 23/03/2016 ,

The Qatar Foundation Annual Research Conference 2016 (ARC’16) will be held on 22nd and 23rd March,2016 at the Qatar National Convention Center. The conference aims to advance Qatar’s ambitious ...

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Coding is Cool 2016

Download ICS File 21/03/2016 , QNCC Room 215-217

Organized by Qatar Computing Research Institute and MIT-Computer Science and Artificial Intelligence Laboratory

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Self-Driving Cars Are Coming - Public Talk by Daniela Rus

Download ICS File 20/03/2016 , QNCC Room 215-217

Abstract: We spend a lot of time in out cars, yet this is a part of our lives where we have been vulnerable to the world's leading cause of bodily harm. Now, the digitization of practically ...

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News

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QCRI researcher jointly develops new film-making technique

17/07/2016

 A scientist at the Qatar Computing Research Institute (QCRI), a division of Hamad bin Khalifa University, has jointly developed technology that can recreate films and portraits in the style of ...

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QCRI launches RHEEM big data app

10/07/2016

The Qatar Computing Research Institute (QCRI), a division of Hamad bin Khalifa University, has launched an application that can draw insights from big data across many software platforms. The ...

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QCRI’s Rayyan app a hit with foreign users

29/05/2016

Rayyan, a data analytics system developed by the Qatar Computing Research Institute (QCRI) to automate systematic reviews, has now attracted 1,000 users from 50 countries mostly in Europe. The system...

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