| 3 | -- | 6 | Toon Calders, Mykola Pechenizkiy. Introduction to the special section on educational data mining |
| 7 | -- | 19 | Rakesh Agrawal, Sreenivas Gollapudi, Anitha Kannan, Krishnaram Kenthapadi. Data mining for improving textbooks |
| 20 | -- | 29 | Reihaneh Rabbany, Mansoureh Takaffoli, Osmar R. Zaïane. Social network analysis and mining to support the assessment of on-line student participation |
| 30 | -- | 36 | Michel C. Desmarais. Mapping question items to skills with non-negative matrix factorization |
| 37 | -- | 44 | Zachary A. Pardos, Sujith M. Gowda, Ryan Shaun Joazeiro de Baker, Neil T. Heffernan. The sum is greater than the parts: ensembling models of student knowledge in educational software |
| 45 | -- | 49 | Wil M. P. van der Aalst. Process mining: making knowledge discovery process centric |
| 50 | -- | 64 | Nikita Spirin, Jiawei Han. Survey on web spam detection: principles and algorithms |
| 65 | -- | 71 | M. Arthur Munson. A study on the importance of and time spent on different modeling steps |
| 72 | -- | 0 | Qiang Yang. A conversation with the Chinese KDD leaders |
| 73 | -- | 74 | Edward Y. Chang. A conversation with Dr. Edward Y. Chang |
| 75 | -- | 76 | Deyi Li, Jie Tang. A conversation with Professors Deyi Li and Jie Tang |
| 77 | -- | 78 | Jianzhong Li. A conversation with Professor Jianzhong Li |
| 79 | -- | 81 | Shuigeng Zhou, Caiyan Jia, Fei Wang, Qiwen Dong, Shanfeng Zhu, Ruqian Lu. A conversation with Professor Ruqian Lu et al |
| 82 | -- | 84 | Wei-Ying Ma, Tie-Yan Liu, Ji-Rong Wen, Zheng Chen, Zaiqing Nie, Xing Xie, Hang Li, Haixun Wang, Yu Zheng. A conversation with MSRA researchers |
| 85 | -- | 86 | Bole Shi. A conversation with Professor Bole Shi |
| 87 | -- | 88 | Yong Shi. A conversation with Dr. Yong Shi |
| 89 | -- | 90 | Zhongzhi Shi. A conversation with Professor Zhongzhi Shi |
| 91 | -- | 0 | Haifeng Wang. A conversation with Dr. Haifeng Wang |
| 92 | -- | 95 | Shan Wang, Cuiping Li, Hong Chen. A conversation with Professor Shan Wang et al |
| 96 | -- | 98 | Bo Zhang. A conversation with Professor Bo Zhang |
| 99 | -- | 100 | Li-Zhu Zhou. A conversation with Professor Li-Zhu Zhou |
| 101 | -- | 0 | Zhi-Hua Zhou. A conversation with Professor Zhi-Hua Zhou |
| 102 | -- | 103 | Gregory Piatetsky-Shapiro, Usama M. Fayyad. An introduction to SIGKDD and a reflection on the term 'data mining' |