Building Interpretable Discussions

نویسنده

  • Travis Kriplean
چکیده

Shifts in the culture of civic engagement, technologies and practices surrounding social media, and pressure from political leaders have ignited a movement amongst gov’t agencies to extend their efforts for obtaining input on public issues. These projects face serious challenges related to scale of participation and political capture, though collaborative efforts elsewhere suggest we may be able to support interactions amongst large numbers of people. Instead of emphasizing the exchange of individual messages and voting, I propose that systems should be designed to support the cooperative production of discussions.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Integration of Expert Knowledge for Interpretable Models in Biomedical Data Analysis

This report documents the talks, discussions and outcome of the Dagstuhl seminar 16261 “Integration of Expert Knowledge for Interpretable Models in Biomedical Data Analysis”. The seminar brought together 37 participants from three diverse disciplines, who would normally not have opportunities to meet in such a forum, let alone discuss common interests and plan joint

متن کامل

Building an Interpretable Recommender via Loss-Preserving Transformation

We propose a method for building an interpretable recommender system for personalizing online content and promotions. Historical data available for the system consists of customer features, provided content (promotions), and user responses. Unlike in a standard multi-class classification setting, misclassification costs depend on both recommended actions and customers. Our method transforms suc...

متن کامل

Interpretable fuzzy system allowing to be framed in a profile photo through linguistic expressions

This work explores the possibilities of building interpretable fuzzy control systems including humanin-the-loop by using natural language. For this purpose, fuzzy computational perceptions are embedded in a highly interpretable linguistic granular model. We present a very simple prototype that allows a person with visual disabilities to take their own profile photos.

متن کامل

Efficient and interpretable fuzzy classifiers from data with support vector learning

The maximization of the performance of the most if not all the fuzzy identification techniques is usually expressed in terms of the generalization performance of the derived neuro-fuzzy construction. Support Vector algorithms are adapted for the identification of a Support Vector Fuzzy Inference (SVFI) system that obtains robust generalization performance. However, these SVFI rules usually lack...

متن کامل

A NOTE TO INTERPRETABLE FUZZY MODELS AND THEIR LEARNING

In this paper we turn the attention to a well developed theory of fuzzy/lin-guis-tic models that are interpretable and, moreover, can be learned from the data.We present four different situations demonstrating both interpretability as well as learning abilities of these models.

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009