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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Open Source Release:
  • NADEEF.  A semi-automatic extensible data cleaning system.
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In the Media

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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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Speechmatics Partners with QCRI for Arabic Speech-to-Text Transcription

22/05/2016

Speechmatics is working with the Qatar Computing Research Institute to transcribe Arabic broadcasts and audio files into text. U.K. firm Speechmatics this week announced plans to use the Qatar ...

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Six Ways Social Media is Changing the World

11/04/2016

Around the world, billions of us use social media every day, and that number just keeps growing. In fact, it’s estimated that by 2018, 2.44 billion people will be using social networks, up from ...

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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’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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World Humanitarian Summit invites QCRI to showcase research

18/05/2016

QCRI’s Social Computing team members discuss plans for the summit with Dr Ahmed Elmagarmid (second from left). The Qatar Computing Research Institute (QCRI), one of Hamad bin Khalifa University’s ...

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QCRI in deal with UK’s Speechmatics to take Arabic transcription technology global

16/05/2016

UK-based company Speechmatics is to use technology developed by the Qatar Computing Research Institute (QCRI), a division of Hamad bin Khalifa University, to take Arabic speech-to-text services to ...

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