Worker skill estimation in team-based tasks

Worker Skill Estimation in Team-Based Tasks

Many emerging applications such as collaborative editing, multi-player games, or fan-subbing require to form a team of experts to accomplish a task together. Existing research has investigated how to assign workers to such team-based tasks to ensure the best outcome assuming the skills of individual workers to be known. In this work, we investigate how to estimate individual worker’s skill base...

Skill-based Team Formation in Software Ecosystems

Abstract. This paper introduces novel techniques for the discovery and formation of teams in software ecosystems. Formation techniques have a wide range of applications including the assembly of expert teams in open development ecosystems, finding optimal teams for ad-hoc tasks in large enterprises, or working on complex tasks in crowdsourcing environments. Software development performance and ...

New Reward I: Team, Skill and Competency Based Pay

the relationship among efl learners’ autonomy, first language essay writing tasks and second language essay writing tasks in task/content based language instruction

the ability of composing a coherent and extended piece of writing in second language is considered as a fundamental factor to convey information and ideas of learners through the academic issues. although learners may achieve a perfect academic writing skill through assigning the l2 tasks in content based instruction, but demonstration of their abilities may be related to their ability in l1 es...

Team Selection For Prediction Tasks

Given a random variable O ∈ R and a set of experts E, we describe a method for finding a subset of experts S ⊆ E whose aggregated opinion best predicts the outcome of O. Therefore, the problem can be regarded as a team formation for performing a prediction task. We show that in case of aggregating experts’ opinions by simple averaging, finding the best team (the team with the lowest total error...