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English counted as 5% only, #kdd2014 pic.twitter.com/AJBRRtSUOI
2014-08-28 00:27:05#kdd2014 Wed PM Keynote by Sendhil Mullainathan, Harvard University on (Social) Scientists' Criticisms of Machine Learning 3:30-4:30pm
2014-08-28 00:30:15Grouping Students in Educational Settings ← リーダ的な生徒と,それよりあまり成績の差がない生徒をグループにするといった利得を決めて,それを最適化するようにグループを作る.
2014-08-28 00:38:44Methods for Ordinal Peer Grading ← MOOCでの学生間の相互評価.学生は訓練されてないので絶対評価は難しい.一対比較にしてどちらがよいのかを評価するのは比較的容易なのを利用する.
2014-08-28 00:38:53クラウドソーシングの回答統合×予測市場の話。統合解と回答の確度分布が近いと、ワーカは賭け金に応じた報酬がもらえる設定。dl.acm.org/citation.cfm?i…
2014-08-28 00:41:55Towards Scalable Critical Alert Mining ← 複雑なシステムではアラートの多種多数出る.時間差などを使ってアラート間の依存性をマイニングして,大元の原因となっているアラートを見つけ出す.
2014-08-28 00:52:51SLIDES: "Democratizing Data Science" ow.ly/AMx6y by @mpetitchou @williampli @tweetsbyramesh of @medialab Presented at #KDD2014
2014-08-28 00:52:57Eric Horvitz's slides for his talk "Data, Predictions, and Decisions in Support of People and Society" at #kdd2014 ow.ly/ALfpr
2014-08-28 01:00:38Extended slides for Ron Kohavi's talk on Seven Rules of Thumb for Web Site Experimenters exp-platform.com/Pages/SevenRul… #kdd2014
2014-08-28 01:40:22Kohavi さんの分析結果のテストに関するスライド exp-platform.com/Pages/SevenRul… このサイトには他にもテスト関連のすばらしいチュートリアルがあります
2014-08-28 01:43:15Does Social Good Justify Risking Personal Privacy? Rakesh Agrawal Solon Barocas Chris Clifton Corinna Cortes and Rayid Ghani #kdd2014
2014-08-28 02:43:39'Choice between social good and privacy is a false choice & technological solutions can help resolve the dilemma' #kdd2014 Rakesh Agrawal
2014-08-28 02:46:02#kdd2014 Rakesh Agrawal: when education info is online, many opportunities to improve education, but also risks to privacy. Need guidelines
2014-08-28 02:51:11#kdd2014 privacy might change our behavior of sharing data & maybe provide false info. pic.twitter.com/TdfBdUhinQ
2014-08-28 03:02:32#kdd2014 @RayidGhani: world thinks "data mining" is looking at all possible correlations; actually we usually look at specific targets
2014-08-28 03:11:02#kdd2014 @RayidGhani: data miners can know a little about you, predict the rest; most people don't realize it.
2014-08-28 03:13:37Data Science view of the KDD 2014 Review Process. (Complete slide deck) #kdd2014 slideshare.net/jleskovec/data…
2014-08-28 03:15:00Detecting Anomalies in Dynamic Rating Data ← 利用者の評価付けには時間的な変化がある.その変化の中で,周囲と異なる評価を検出する.
2014-08-28 03:37:14#kdd2014 Chris Clifton: whether people are benefitting themselves or not from data analysis, they should have a choice to participate
2014-08-28 03:43:58#kdd2014 @RayidGhani: organizations usually don't know in advance what data they need for their social good projects #datamining
2014-08-28 03:53:01#kdd2014 @RayidGhani: #DataMining community for many years focused only on utility; it is good we now focus on #privacy issues
2014-08-28 03:56:36We DEFINITELY need more Totoro! #kdd2014 pic.twitter.com/t9EPjURwCG
2014-08-28 03:56:52