The$2015$IEEE/ACM$International$ …
Transcript of The$2015$IEEE/ACM$International$ …
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The 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
(ASONAM 2015)
Paris, France, August 25-‐‑28, 2015 �
Debrief by Tao Chen Sep 25, 2015
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Paris, France �
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Eiffel Tower
Image Credits: hMp://y0.ifengimg.com
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Louvre Museum
Image Credits:
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Winged Victory of Samothrace Venus
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Notre Dame de Paris (巴黎圣母院)
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Bell Tower �
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On the top of bell tower �
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Musée de l'ʹOrangerie
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13 Image Credits: hMps://plumasdepaloma.files.wordpress.com
Image Credits: hMps://en.wikipedia.org/wiki/Musée_de_l%27Orangerie
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Back to ASONAM �
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Big Picture of ASONAM � • Submission statistics
o 272 valid submission from 52 countries o Full paper: 49 (18.0%) o Short paper: 47 (17.3%) o Poster paper: 30 (11.0%) o Singapore has 100% acceptance rate!
• Program o One day: workshops,tutorials and posters o Three days:
• 5 Keynotes • 21 sessions (3 in parallel and 30 minutes each)
• Venue: Telecom-ParisTech
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16 Image Credits: hMps://twiMer.com/jcasasr/status/636471113300750336/photo/1
Keynote 1: Sinan Aral, MIT The Dynamics of Social Influence and Reputation Online
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Big Picture of ASONAM � • Submission statistics
o 272 valid submission from 52 countries o Full paper: 49 (18.0%) o Short paper: 47 (17.3%) o Poster paper: 30 (11.0%) o Singapore has 100% acceptance rate!
• Program o One day: workshops,tutorials and posters o Three days:
• Keynotes • 21 sessions (3 in parallel and 30 minutes each)
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Banghui was in presentation �
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First time to be a session chair!
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What impressed me most? �
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Interesting Papers �
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Reciprocal Recommendation System for Online Dating �
• Peng Xia et al. University of Massachusetts Lowell
• Match users who are most likely to communicate with each other
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Reciprocal Recommendation System for Online Dating �
• Memory based Collaborative filtering algorithm
• Define two neighbor sets o Sent (x)= { all users that x has sent msg to} (out) o Receive (x)= { all users that x has received msg from} (in)
• Intuition: Given a target user x, if a candidate y is similar to the Sent(x) and Receive(x), it is likely x and y will communicate
• For users in the same gender o Interesting similarity: send msg to same users o Attractiveness similarity: receive msg from same users
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Reciprocal Recommendation System for Online Dating �
• Dataset from Baihe.com (a Chinese site) o 200K sampled users (69.7% male, and 30.3% female) o 8 weeks of online dating interaction records o Not able to public the dataset
• Evaluate on two tasks o X will send the first msg to Y o X and Y have conversation (i.e., Y will also reply to X)
• Users are active in a relative short period
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