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Hello TUX!
A reminder that today we have a Member Presentation by Prof. Ashton
Anderson.
We look forward to seeing you there!
Ali, Daniel, and Tovi
TUX Member Presentation: Prof. Ashton Anderson
*October 5, 2018. DGP Lab, Department of Computer Science at U of T @
40 St. George Street Room 5166*
Lunch reception begins at 12:30 pm. Presentation begins at 1:00 pm.
*The Design of Social Incentives
*
An increasingly common feature of online communities and social media
sites is a mechanism for rewarding user achievements based on a system
of social incentives, such as badges. Badges are given to users for
particular contributions to a site, such as performing a certain number
of actions of a given type. In this talk, I will speak about
how badges can influence and steer user behavior on a site—leading both
to increased participation and to changes in the mix of activities a
user pursues on the site. I’ll introduce a formal model for reasoning
about user behavior in the presence of badges, and in particular for
analyzing the ways in which badges can steer users to change their
behavior. To evaluate the main predictions of our model, we study the
use of badges and their effects on the widely used Stack Overflow
question-answering site, and find evidence that their badges steer
behavior in ways closely consistent with the predictions of our model.
We then investigate the problem of how to optimally place badges in
order to induce particular user behaviors. Several robust design
principles emerge from our framework that could potentially aid in the
design of incentives for a broad range of sites.
Finally, I’ll report on a large-scale deployment of badges as incentives
for engagement in a MOOC, including randomized experiments in which the
presentation of badges was varied across sub-populations. We find
that badges significantly increased student engagement, with the
magnitude of the increase varying with the saliency of
the badge presentation.
*Bio*
Ashton Anderson (University of Toronto) is an Assistant Professor of
Computer Science at the University of Toronto, where he is also a
Faculty Affiliate with the Vector Institute and a Research Fellow in
Behavioural Economics. He received his PhD from Stanford University in
2015 and completed a postdoctoral appointment at Microsoft Research NYC
in 2017. His research in computational social science focuses on
questions in the increasingly vital intersection of data and society.
His work has appeared in Proceedings of the National Academy of
Sciences, Sociological Science, and The Web Conference.
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*OUR SPONSORS:*
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*TUX is made possible by the support of our sponsors, Steven Sanders,
Autodesk, *
*University of Toronto Department of Computer Science, and MaRS*.
*/About MaRS:/*/MaRS is the one of the world’s largest urban innovation
hubs—a place for collaboration, creativity and entrepreneurship. Located
in the heart of Toronto’s research district, MaRS provides the space,
training, talent and networks required to commercialize important
discoveries and launch and grow Canadian startups./
_______________________________________________
tux-announce mailing list
tux-announce(a)dgp.toronto.edu
https://www.dgp.toronto.edu/cgi-bin/mailman/listinfo/tux-announce
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Hello TUX!
A reminder that today we have a Member Presentation by Prof. Ashton Anderson in the DGP lab at U of T (40 St. George St.<https://www.google.com/maps/place/40+St+George+St,+Toronto,+ON+M5S+2E4,+Can…>, 5th Floor). Come help your brain work off that Thanksgiving Tryptophan with some mental stimulation. Lunch at 12:30, talk at 1:00pm sharp.
We look forward to seeing you there,
Ali, Daniel, and Tovi
Ashton Anderson:
The Design of Social Incentives
2018-10-09 12:30 at DGP Lab: 40 St. George St., 5th Floor<https://www.google.com/maps/place/40+St+George+St,+Toronto,+ON+M5S+2E4,+Can…>
[http://www.tux-hci.org/wp-content/uploads/2018/10/ashton.jpg-150x150.jpeg]
Abstract
An increasingly common feature of online communities and social media sites is a mechanism for rewarding user achievements based on a system of social incentives, such as badges. Badges are given to users for particular contributions to a site, such as performing a certain number of actions of a given type. In this talk, I will speak about how badges can influence and steer user behavior on a site-leading both to increased participation and to changes in the mix of activities a user pursues on the site. I'll introduce a formal model for reasoning about user behavior in the presence of badges, and in particular for analyzing the ways in which badges can steer users to change their behavior. To evaluate the main predictions of our model, we study the use of badges and their effects on the widely used Stack Overflow question-answering site, and find evidence that their badges steer behavior in ways closely consistent with the predictions of our model. We then investigate the problem of how to optimally place badges in order to induce particular user behaviors. Several robust design principles emerge from our framework that could potentially aid in the design of incentives for a broad range of sites.
Finally, I'll report on a large-scale deployment of badges as incentives for engagement in a MOOC, including randomized experiments in which the presentation of badges was varied across sub-populations. We find that badges significantly increased student engagement, with the magnitude of the increase varying with the saliency of the badge presentation.
About Prof. Anderson
Ashton Anderson (University of Toronto) is an Assistant Professor of Computer Science at the University of Toronto, where he is also a Faculty Affiliate with the Vector Institute and a Research Fellow in Behavioural Economics. He received his PhD from Stanford University in 2015 and completed a postdoctoral appointment at Microsoft Research NYC in 2017. His research in computational social science focuses on questions in the increasingly vital intersection of data and society. His work has appeared in Proceedings of the National Academy of Sciences, Sociological Science, and The Web Conference.
[cid:image009.png@01D357B6.5B82A7B0]
OUR SPONSORS:
[cid:image010.png@01D357B6.5B82A7B0]
TUX is made possible by the support of our sponsors, Steven Sanders, Autodesk,
University of Toronto Department of Computer Science, and MaRS.
About MaRS: MaRS is the one of the world's largest urban innovation hubs-a place for collaboration, creativity and entrepreneurship. Located in the heart of Toronto's research district, MaRS provides the space, training, talent and networks required to commercialize important discoveries and launch and grow Canadian startups.
_______________________________________________
tux-announce mailing list
tux-announce(a)dgp.toronto.edu<mailto:tux-announce@dgp.toronto.edu>
https://www.dgp.toronto.edu/cgi-bin/mailman/listinfo/tux-announce
