Automated Analysis of Human Performance Data

Abstract

Automated Analysis of Human Performance Data could help to understand and possibly predict the performance of the human. To inform future research and enable Automated Analysis of Human Performance Data a systematic mapping study (scoping study) on the state-of-the-art knowledge is performed on three interconnected components(i)Human Performance (ii) Monitoring Human Performance and (iii) Automated Data Analysis. Using a systematic method of Kitchenham and Charters for performing the systematic mapping study, resulted in a comprehensive search for studies and a categorisation the studies using a qualitative method. This systematic mapping review extends the philosophy of Shyr and Spisic, and Knuth and represents the state-of-art knowledge on Human Performance,
Monitoring Human Performance and Automated Data Analysis
Original languageEnglish
PublisherHanzehogeschool Groningen
Number of pages20
StatePublished - 11 Jan 2017

Fingerprint

Data reduction
Monitoring

Keywords

  • human performance
  • automated analysis
  • monitoring
  • data science
  • big data

Cite this

Dijkhuis, Talko / Automated Analysis of Human Performance Data.

Hanzehogeschool Groningen, 2017. 20 p.

Research output: Other research outputReport

@book{442bb3b9aa40400a9a4323060dc5b1ca,
title = "Automated Analysis of Human Performance Data",
keywords = "prestaties, analyses, monitoring, data science, big data, human performance, automated analysis, monitoring, data science, big data",
author = "Talko Dijkhuis",
note = "References",
year = "2017",
month = "1",
publisher = "Hanzehogeschool Groningen",

}

Automated Analysis of Human Performance Data. / Dijkhuis, Talko.

Hanzehogeschool Groningen, 2017. 20 p.

Research output: Other research outputReport

TY - BOOK

T1 - Automated Analysis of Human Performance Data

AU - Dijkhuis,Talko

N1 - References

PY - 2017/1/11

Y1 - 2017/1/11

N2 - Automated Analysis of Human Performance Data could help to understand and possibly predict the performance of the human. To inform future research and enable Automated Analysis of Human Performance Data a systematic mapping study (scoping study) on the state-of-the-art knowledge is performed on three interconnected components(i)Human Performance (ii) Monitoring Human Performance and (iii) Automated Data Analysis. Using a systematic method of Kitchenham and Charters for performing the systematic mapping study, resulted in a comprehensive search for studies and a categorisation the studies using a qualitative method. This systematic mapping review extends the philosophy of Shyr and Spisic, and Knuth and represents the state-of-art knowledge on Human Performance,Monitoring Human Performance and Automated Data Analysis

AB - Automated Analysis of Human Performance Data could help to understand and possibly predict the performance of the human. To inform future research and enable Automated Analysis of Human Performance Data a systematic mapping study (scoping study) on the state-of-the-art knowledge is performed on three interconnected components(i)Human Performance (ii) Monitoring Human Performance and (iii) Automated Data Analysis. Using a systematic method of Kitchenham and Charters for performing the systematic mapping study, resulted in a comprehensive search for studies and a categorisation the studies using a qualitative method. This systematic mapping review extends the philosophy of Shyr and Spisic, and Knuth and represents the state-of-art knowledge on Human Performance,Monitoring Human Performance and Automated Data Analysis

KW - prestaties

KW - analyses

KW - monitoring

KW - data science

KW - big data

KW - human performance

KW - automated analysis

KW - monitoring

KW - data science

KW - big data

M3 - Report

BT - Automated Analysis of Human Performance Data

PB - Hanzehogeschool Groningen

ER -

Dijkhuis T. Automated Analysis of Human Performance Data. Hanzehogeschool Groningen, 2017. 20 p.