Transcription of ACM SIGKDD 数据挖掘及知识发现会议1
1 ACM SIGKDD 1 1 KDD ACM SIGKDD KDD ACM [1] keynote presentations oral paper presentations poster sessions workshops tutorials panels exhibits demonstrations KDD CUP KDD KDD 1989 (KDD) 1995 KDD 17 2011 KDD 17 KDD Research paper 714 Industrial and Government paper 73 1070 18 KDD 2012 8 12 16 KDD 12[4] 2 1995 1 KDD KDD poster KDD KDD KDD CUP keynote presentations tutorials panels workshops Industrial practice expo track 1.
2 Research Track KDD KDD 12 [5] KDD 12 association analysis classification and regression methods semi-supervised learning clustering factorization transfer and multi-task learning feature selection social networks mining of graph data temporal and spatial data analysis scalability privacy security visualization text analysis Web mining mining mobile data recommender systems bioinformatics 1
3 2011 12 e-commerce online advertising anomaly detection knowledge discovery from big data novelty technical quality potential impact clarity of writing KDD session KDD 2011[6] Classification Matrix factorization Graph analysis Web Web user modeling User modeling Online data and streams Text mining Privacy Social networks Theory Frequent sets Unsupervised learning Graph mining Scalability Predictive modeling 2.
4 Industrial and Government Track KDD KDD KDD KDD 12 [5] KDD KDD 3 3. KDD CUP KDD CUP ACM SIGKDD [1] KDD 1997 15 KDD KDD CUP KDD CUP KDD CUP KDD CUP KDD CUP KDDCUP Dou Shen Rong Pan Jiantao Sun Junfeng Pan Kangheng Wu Jie Yin Qiang Yang 4.
5 Exhibit and Demo Track KDD 5. Industry Practice Expo Track KDD 2011 6. Workshops KDD KDD 11[6] 16 7. panels KDD KDD 11[6] Lessons Learned from Contests in data Mining 8. tutorials KDD 9.
6 Keynote presentations KDD KDD 11[6] 4 Stephen Boyd Google Peter Norvig David Haussler Judea Pearl 1 2003-2011 KDD 2007 2007 2003 258 34 36 2004 337 40 44 2005 465 40 36 2006 457 50 55 2007 513 92 N/A N/A 2008 510 50 45 2009 537 50 55 2010 578 77 24 2011 714 56 70 4369 489 365 3 2003 KDD KDD
7 17% 19% 1 30% 2 1 2 KDD 2 2003-2011 KDD Industrial and Government 2003 40 12 10 2004 47 14 13 2005 73 14 11 2006 74 7 8 2007 60 11 8 2008 83 13 10 2009 122 12 22 18% 2010 101 11 9 2011 73 26 N/A N/A 673 120 91 ResearchIndustrial/Government 1 2003 -2011 KDD 0200400600800200320042005200620072008200 920102011 ResearchIndustrial/Government 2 2003 -2011 KDD 4 KDD SIGKDD SIGKDD Innovation Award SIGKDD SIGKDD Service Award SIGKDD SIGKDD Best Research Paper Award SIGKDD SIGKDD Best Application Paper Award SIGKDD SIGKDD Doctoral Dissertation Award SIGKDD SIGKDD Student Travel Award [3]
8 1 SIGKDD SIGKDD Innovation Award 2000 11 UIUC 2 SIGKDD SIGKDD Service Award 2000 10 3 SIGKDD SIGKDD Best Research Paper Award KDD KDD Best Research Paper Award Best Student Paper Award 4 SIGKDD SIGKDD Best Application Paper Award KDD 5 SIGKDD SIGKDD Doctoral Dissertation Award 2008 UIUC Xiaoxin Yin SIGKDD 6 SIGKDD SIGKDD Student Travel Award 5 KDD 2012 KDD 2012 2012 8 12 16 KDD KDD 2012 KDD KDD 12 CityGrid Media (SFU)
9 Rutgers University Ying Li (local arrangement chair) KDD KDD 12 Asia Pacific Track UNC KDD 2012 KDD 6 KDD KDD 2012 2012 ACM SIGKDD 7 CityGrid Media 8 1.
10 2. 3. 4. 5. 6.