Report from WSDM 2012 Tomáš Kramár.

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Presentation transcript:

Report from WSDM 2012 Tomáš Kramár

WSDM 75 papers 20.7% acceptance rate 30 of 20-minute talks 45 of 4-minute “spotlights”

Authors

Keynote #1 Hal Varian: Google Nowcasting the Macroeconomy with Search Engine Data

Keynote #1 Hal Varian: Google Nowcasting the Macroeconomy with Search Engine Data

Keynote #1 Hal Varian: Google Nowcasting the Macroeconomy with Search Engine Data Google Trends & Correlate hangover initial claims – job offers – adult content – predictor of recession end tourism (not japan)

Efficient Misbehaving User Detection in Online Video Chat Services – Chatroullete nudity detection – Skin color – Distribution of light

Overcoming Browser Cookie Churn with Clustering – 30% users reset cookies every month – clustering cookies by activity patterns Finding Your Friends and Following Them to Where You Are – probabilistic model of human mobility – reconstructs the entire friendship graph with high accuracy even when no edges are given – infers people’s fine-grained location, even when they keep their data private and we can only access the location of their friends

How to Win Friends and Influence People, Truthfully: Influence Maximization Mechanisms for Social Networks – cost vs. effect model From Chatter to Headlines: Harnessing the Real-Time Web for Personalized News Recommendation – recommending news based on twitter data

Comment Spam Detection by Sequence Mining – new pattern of spam – Yahoo News – Happy 2011 to everyone....My friend Vanessa, a 25 yrs lady, has announced her wedding with a millionaire young man Ronald who is the CEO of a MNC. It’s amazing, she said she just posted her profile on a millionaire dating site called ———- CelebMingle.CM——– - and received his chat invitations a few days later. Then, everything went so well that I can’t believe it’s true! Every love story will unfold on it’s own... Happy to see she is progressing well. Also happy to see that most Americans reject the blame-the-conservatives crap that some (not all) liberals from all social strata were trying to promote for political gain.

To Each His Own: Personalized Content Selection based on Text Comprehensibility – Alekhine’s Defence: grandmaster vs. novice – text comprehensibility as important ranking feature Large-Scale Analysis of Individual and Task Differences in Search Result Page Examination Strategies – Exhaustive-active, exhaustive-passive, economic

Domain Bias in Web Search – Position bias – Snippet attractiveness bias – 25% of the time Harmony and Dissonance: Organizing the People’s Voices on Political Controversies – opinion mining – build graph – who changes opinions

Keynote #2 Hillary Mason, Chief bit.ly The Secret Life of Social Links – bit.ly search – dragoneye hot phrases bursting phrases – What is the half-time of a link? Factors? – Revolution prediction – Device usage

Reasons to read papers from WSDM

Reasons to not read papers from WSDM: