GSLIS at the Text REtrieval Conference--Retrieving and Filtering Real-Time Information

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GSLIS at the Text REtrieval Conference--Retrieving and Filtering Real-Time Information Miles Efron, Jana Diesner, Peter Organisciak, Garrick Sherman, Ana Lucic {mefron, et al.}@illinois.edu

description

GSLIS at the Text REtrieval Conference--Retrieving and Filtering Real-Time Information. Miles Efron, Jana Diesner , Peter Organisciak , Garrick Sherman, Ana Lucic { mefron , et al.}@ illinois.edu. TREC: The Text REtrieval Conference. NIST. GSLIS 2012. Legal. …. microblog. Web. - PowerPoint PPT Presentation

Transcript of GSLIS at the Text REtrieval Conference--Retrieving and Filtering Real-Time Information

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GSLIS at the Text REtrieval Conference--Retrieving and

Filtering Real-Time Information

Miles Efron, Jana Diesner, Peter Organisciak, Garrick Sherman, Ana Lucic

{mefron, et al.}@illinois.edu

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GSLIS 2012

TREC: The Text REtrieval ConferenceNIST

Web Legal … microblogKnowledge base

acceleration (KBA)

“tracks”

~80 teams total in 2012

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Real-Time Information Retrieval

Query: aristide returns haiti

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Real-Time Information Filtering

Entity: aharon barak

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Core Problem: Entity Representation

Explore / Exploit TradeoffBayesian Updating

http://abovethelaw.com/tag/aharon-barak/http://www.indynewsisrael.com/tag/aharon-barak

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Core Approach: Estimation via Light Analysis of Big Data

Corpus Documents Tb

KBA 2012 462,676,472 8.7

Tweets 2013 ~160M 0.2

ClueWeb09 1,040,809,705 25

GSLIS’ Continuing Role at TREC• Co-Organizers of the 2013 Microblog Track• Time is increasingly central to large-scale information retrieval

• Temporal Summarization Track• Contextual Suggestion Track• 2012 SIGIR workshop on Time-Aware IR