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Minority Report in Research Communities
1. MINORITY REPORT IN RESEARCH COMMUNITIES
MEMBER DISENGAGEMENT CAN BE PREVENTEDINTHE FUTURE CAN BE SEEN
prof. Tom De Ruyck – Steven Debaere – Sophie Van Neck – prof. dr. Kristof Coussement
20. DETECT
THE UNTAPPED POTENTIAL OF RESEARCH COMMUNITIES
3 years
150,000 posts
7 Million data points
Text Mining
Natural Language Processing
Behavioral analysis
#minorityreport@tomderuyck @steven_debaere | @InSites @IESEG
24. THE BENEFIT OF ARTIFICIAL INTELLIGENCE & PREDICTIVE ANALYTICS
1. %
2. Risk indicator
Output
PREDICTION MODEL FOR MEMBER DISENGAGEMENT
PREDICT
#minorityreport@tomderuyck @steven_debaere | @InSites @IESEG
TIP!
Use the prediction model as
a proactive alarm system
25. FebJan Mar Apr May
PREDICT
#minorityreport@tomderuyck @steven_debaere | @InSites @IESEG
PREDICTIVE ANALYTICS
PAST FUTURE
32. Badges
Secret room
Motivational emails
PREVENT
#minorityreport@tomderuyck @steven_debaere | @InSites @IESEG
1-on-1 attention
Financial payout
Refresh
…
ENGAGEMENT STRATEGIES
TIP!
Don’t reinvent the wheel. But
focus on personalization and
use existing methods for the
right participant at the right time
34. 1
2 CO-CREATION IN MULTIDISCIPLINARY PROJECT TEAM
ADOPTION
NEED FOR WHITE BOX PREDICTION MODEL
#minorityreport@tomderuyck @steven_debaere | @InSites @IESEG
37. MINORITY REPORT IN RESEARCH COMMUNITIES
MEMBER DISENGAGEMENT CAN BE PREVENTEDINTHE FUTURE CAN BE SEEN
prof. Tom De Ruyck – Steven Debaere – Sophie Van Neck – prof. dr. Kristof Coussement
@InSites @IESEG
#minorityreport