Looking for Great Ideas: Analyzing the Innovation Jam

We discuss the Innovation Jam that IBM carried out in 2006, with the objective of identifying innovative and promising "Big Ideas" through a moderated on-line discussion between IBM worldwide employees and external contributors. We describe the data available and investigate several analytical approaches to address the challenge of understanding "how innovation happens" and to facilitate the success of future Jams. We demonstrate the social network structure of data and its time dependence, and discuss the results of both supervised and unsupervised learning applied to this data.

• Type: Conference
• Year: 2007
• Where: KDD
• Authors: Wojciech Gryc, Mary E. Helander, Richard D. Lawrence, Yan Liu, Claudia Perlich, Chandan Reddy, Saharon Rosset
• Keywords: Data Mining, IBM Worldwide Employees, KDD 2007, Moderated On-line Discussion, Social Network Structure