Infusing Human Factors into Algorithmic Crowdsourcing
نویسندگان
چکیده
Han Yu, Chunyan Miao, Zhiqi Shen, Jun Lin, Cyril Leung and Qiang Yang Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly, Nanyang Technological University, Singapore College of Software Engineering, Beihang University, Beijing, China Department of Electrical and Computer Engineering, the University of British Columbia, Vancouver, Canada Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong {han.yu, ascymiao, zqshen, junlin}@ntu.edu.sg, [email protected], [email protected]
منابع مشابه
Crowdsourcing General Computation
We present a direction of research on principles and methods that can enable general problem solving via human computation systems. A key challenge in human computation is the effective and efficient coordination of problem solving. While simple tasks may be easy to partition across individuals, more complex tasks highlight challenges and opportunities for more sophisticated coordination and op...
متن کاملPlateMate: Crowdsourcing Nutrition Analysis from Food Photographs
We introduce PlateMate, a system that allows users to take photos of their meals and receive estimates of food intake and composition. Accurate awareness of this information can help people monitor their progress towards dieting goals, but current methods for food logging via self-reporting, expert observation, or algorithmic analysis are time-consuming, expensive, or inaccurate. PlateMate crow...
متن کاملCrowdER: Crowdsourcing Entity Resolution
Entity resolution is central to data integration and data cleaning. Algorithmic approaches have been improving in quality, but remain far from perfect. Crowdsourcing platforms offer a more accurate but expensive (and slow) way to bring human insight into the process. Previous work has proposed batching verification tasks for presentation to human workers but even with batching, a human-only app...
متن کاملThe Complexity of Crowdsourcing: Theoretical Problems in Human Computation
What does theoretical computer science have to say about human computation? We identify three problems at the intersection of crowdsourcing, operations research, and theoretical computer science whose solution would have a major impact on the design, evaluation, and construction of real crowdsourcing systems. In some cases, these problems can let us sidestep apparently difficult HCI challenges ...
متن کاملCrowdsourcing Entity Resolution: a Short Overview and Open Issues
Entity resolution (ER) is a process to identify records that stand for the same real-world entity. Although automatic algorithms aiming at solving this problem have been developed for many years, their accuracy remains far from perfect. Crowdsourcing is a technology currently investigated, which leverages the crowd to solicit contributions to complete certain tasks via crowdsourced marketplaces...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2016