Data Analytics

Data Analytics team

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

MZaki

Dr. Mohammed J. Zaki

QCRI is at an exciting stage of growth with world-class researchers. I am excited about the opportunity to establish QCRI at the forefront of data mining research.
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  • NADEEF.  A semi-automatic extensible data cleaning system.
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In the News

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QCRI to hold ‘open house’ for internship programme on April 7

06/04/2014

The 2014 Qatar Computing Research Institute (QCRI) summer internship programme ‘open house’ will take place on April 7 at QCRI in Tornado Tower, West Bay, Doha.

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QCRI Releases Emerging Cyber Threats 2014 Report

26/03/2014

To help inform the discussion of the nation’s cyber strategy, QCRI has created this report to describe the most significant emerging cyber threats and possible strategies to help the nation’s information economy be more resilient against them.

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Using social media to scour the ‘haystack’: More than 3 million join search for Flight 370 from home

25/03/2014

March 21, 2014, Science correspondent Miles O’Brien reports. The overflow of information generated during a crisis like the Malaysian airliner gone missing can be just as paralyzing as the absence of...

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Upcoming Events

2014

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11th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2014)

Download ICS File 21/04/2014 - 24/04/2014, Doha, Qatar

A dedicated track to enriching Arabic digital content will be organized by QCRI.

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Past Events

2014

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QCRI Summer Internship Open House

Download ICS File 07/04/2014, 5th floor, Tornado Tower, Doha, Qatar

Open to all university students in Qatar studying or interested in computing, their professors and counselors.

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20th SLA/AGC Annual Conference in Enhancing the Digital Knowledge Society's Information Needs

Download ICS File 25/03/2014 - 27/03/2014, Doha, Qatar

QCRI will present the ETHRAA initiative at this conference.

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Press Releases

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To Make Your Mark in Computer Science Visit the QCRI Summer Internship Programme Open House

03/04/2014

Qatar Computing Research Institute to host student information session showcasing unique summer internship opportunities

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QCRI Organises Talk by the Inventor of the World Wide Web

17/03/2014

Doha, Qatar, 17 March 2014:  Just a quarter of a century since the birth of the World Wide Web, Qatar Computing Research Institute (QCRI) has invited its inventor, Sir Tim Berners-Lee, to deliver a ...

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World’s Top Machine Learning and Data Analytics Experts Come to Qatar

02/03/2014

Joint Boeing and QCRI research symposium to highlight new approaches to valuable data extraction

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