Crowdsourcing Workshop: The Emergence of Affective Crowdsourcing

نویسنده

  • Robert Morris
چکیده

Affective computing is a multidisciplinary field that integrates theories, methods, and technologies from a variety of different disciplines, including affective science, machine learning, signal processing, and philosophy. This paper argues that affective computing would be well-served to embrace yet another discipline – crowdsourcing. Likewise, this paper argues that crowdsourcing, itself a multidisciplinary field, can be well-served by incorporating theories and methods from affective computing. The commingling of affective computing and crowdsourcing creates exciting new research opportunities, several examples of which are outlined in this paper. Author

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

Perform Three Data Mining Tasks with Crowdsourcing Process

For data mining studies, because of the complexity of doing feature selection process in tasks by hand, we need to send some of labeling to the workers with crowdsourcing activities. The process of outsourcing data mining tasks to users is often handled by software systems without enough knowledge of the age or geography of the users' residence. Uncertainty about the performance of virtual user...

متن کامل

Using Music-Evoked Affect to Enhance Performance on Micro-Task Crowdsourcing Platforms

Crowdsourcing is an emerging paradigm used to harness the untapped cognitive abilities of thousands of individuals. While desirable for its speed and low-cost, performance in crowdsourcing environments varies greatly, especially for tasks requiring extended cognitive effort or creative insight. To improve performance on crowdsourcing platforms, we propose embedding affective primes within onlin...

متن کامل

SIGIR WORKSHOP REPORT Crowdsourcing for Information Retrieval

The 2nd SIGIR Workshop on Crowdsourcing for Information Retrieval (CIR 2011) was held on July 28, 2011 in Beijing, China, in conjunction with the 34th Annual ACM SIGIR Conference1. The workshop brought together researchers and practitioners to disseminate recent advances in theory, empirical methods, and novel applications of crowdsourcing for information retrieval (IR). The workshop program in...

متن کامل

Workshops Held at the First AAAI Conference on Human Computation and Crowdsourcing: A Report

Crowdsourcing (HCOMP-2013) was held November 6– 9, 2013, in Palm Springs, California. Three workshops took place on Saturday, November 9: Crowdsourcing at Scale, Disco: Human and Machine Learning in Games, and Scaling Speech, Language Understanding, and Dialogue through Crowdsourcing. The goal of the Crowdsourcing at Scale workshop was to identify the biggest challenges in very large-scale crow...

متن کامل

A game to crowdsource data for affective computing

This game submission describes BeFaced, a tile matching casual tablet game that enables massive crowdsourcing of facial expressions to advance affective computing. BeFaced uses state-of-theart facial expression tracking technology with dynamic difficulty adjustment to keep the player engaged and hence obtain a large and varied face dataset. FDG attendees will experience a novel affective game i...

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 2011