skip to primary navigationskip to content
 

Collaborating with the machine: Opportunities, challenges, and caveats

When May 15, 2018
from 11:30 AM to 03:30 PM
Where B4, Institute of Criminology
Add event to calendar vCal
iCal

Modern computational methods provide powerful new tools for conducting research and assisting with important decisions, but they must be applied judiciously so that we do not draw the wrong conclusions. For example, classifiers may be inadvertently trained on biased data, and the use of difficult-to-interpret machine learning methods may make it hard to determine if and when we should be confident in the results.

Such issues are becoming increasingly relevant to research in the humanities and social sciences, as well as to society more generally. In the humanities, the relationship between nontechnical expertise, technical expertise, and “machine expertise” is particularly contentious.

Under what conditions should we trust an algorithm’s results in a decision-making context, and when should we be more sceptical? What roles do (or should) nontechnical, technical, and machine expertise play in the decision-making processes of researchers in the social sciences and humanities, and how can they be applied so as not to lead toward unsupportable conclusions? More broadly, what are the opportunities and challenges posed by machine-assisted and machine-influenced decision making today, and what further opportunities and challenges may lie in store in the future?

Attendees should expect to come away with the workshop with a stronger understanding of different perspectives on the benefits and limitations of applying machine learning techniques to help answer questions of interest to researchers in the social sciences, humanities, and to society more broadly. The workshop will also discuss practical techniques for making the most of the power of computational methods for text analysis (e.g. neural networks, topic models, and vector space models) while limiting the potential downsides.

Booking is essential. Click here to be redirected to our booking pages at Eventbrite.

More information about this event…

What is CDH?

Cambridge Digital Humanities is a creative and collaborative space where students, researchers and international visitors can come together to engage in dialogue, experiment with technology and advance scholarship.

CDH on Twitter