A Composite Cognitive Workload Assessment System in Pilots Under Various Task Demands Using Ensemble Learning

نویسندگان

  • Hyuk Oh
  • Bradley D. Hatfield
  • Kyle J. Jaquess
  • Li-Chuan Lo
  • Ying Ying Tan
  • Michael C. Prevost
  • Jessica M. Mohler
  • Hartley Postlethwaite
  • Jeremy C. Rietschel
  • Matthew W. Miller
  • Justin A. Blanco
  • Shuo Chen
  • Rodolphe J. Gentili
چکیده

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

Development and Validation of a Pilot Activity Load Index (PALI) based on NASA-TLX template

Abstract Introduction: Workload can be defined as the hypothetical construct that represents the cost incurred by a human operator to achieve a particular level of performance. Each job has specific needs and demands. The better measurement tool assessing that estimate the workload, it’s need to identify the requirements of a task, the circumstances under which it is performed, and the skills,...

متن کامل

ارزیابی بارکاری ذهنی کنترلر های ترافیک هوایی بر اساس فاکتورهای باروظیفه در شبیه ساز کنترل ترافیک هوایی

Background and aim: Air traffic control has known as a complex cognitive task, which requires controller to focus on task for long time. Mental workload plays an important role in the performance of controllers. The aim of this study was to assess the workload of air traffic controller on the basis of task load factors. Methods: The present descriptive-analytical study was conducted among fo...

متن کامل

Evaluation of the Display of Cognitive State Feedback to Drive Adaptive Task Sharing

This paper presents an adaptive system intended to address workload imbalances between pilots in future flight decks. Team performance can be maximized when task demands are balanced within crew capabilities and resources. Good communication skills enable teams to adapt to changes in workload, and include the balancing of workload between team members This work addresses human factors prioritie...

متن کامل

Pilot mental workload: how well do pilots really perform?

The purpose of this study was to investigate the effects of increasing mental demands on various aspects of aircrew performance. In particular, the robustness of the prioritization and allocation hierarchy of aviate-navigate-communicate was examined, a hierarchy commonly used within the aviation industry. A total of 42 trainee pilots were divided into three workload groups (low, medium, high) t...

متن کامل

Different Task Complexity Factors and Cognitive Individual ‎Differences: The Effects on EFL Writers’ Performance

This study aimed at examining the main and interaction effects of increased intentional reasoning demands, planning time, and also language learning aptitude on syntactic complexity, accuracy, lexical complexity, and fluency (CALF) of 226 EFL learners’ performance on letter writing tasks. The participants were first randomly assigned to three experimental groups to be given a task with differin...

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 2015