Can REF output quality scores be assigned by AI?: Experimental evidence

Mike Thelwall; Kayvan Kousha; Mahshid Abdoli; Emma Stuart; Meiko Makita; Paul Wilson; Jonathan Levitt

doi:10.48550/arXiv.2212.08041 Focus to learn more

Can REF output quality scores be assigned by AI? Experimental evidence

Mike Thelwall
, Kayvan Kousha
, Mahshid Abdoli
, Emma Stuart
, Meiko Makita
, Paul Wilson
, Jonathan Levitt

Health Sciences

Research output: Working paper/Preprint › Preprint

228 Downloads (Pure)

Abstract

This document describes strategies for using Artificial Intelligence (AI) to predict some journal article scores in future research assessment exercises. Five strategies have been assessed.

Original language	Undefined/Unknown
Publisher	arXiv
Number of pages	141
DOIs	https://doi.org/10.48550/arXiv.2212.08041 Focus to learn more
Publication status	Published - 11 Dec 2022

Keywords

cs.CY
cs.CL
cs.GL
cs.IR
cs.LG

Access to Document

10.48550/arXiv.2212.08041 Focus to learn moreLicence: CC BY

PreprintSubmitted manuscript, 6.05 MBLicence: CC BY

Cite this

@techreport{62f0adc7879e463c926477d554868495,

title = "Can REF output quality scores be assigned by AI?: Experimental evidence",

abstract = "This document describes strategies for using Artificial Intelligence (AI) to predict some journal article scores in future research assessment exercises. Five strategies have been assessed. ",

keywords = "cs.CY, cs.CL, cs.GL, cs.IR, cs.LG",

author = "Mike Thelwall and Kayvan Kousha and Mahshid Abdoli and Emma Stuart and Meiko Makita and Paul Wilson and Jonathan Levitt",

year = "2022",

month = dec,

day = "11",

doi = "10.48550/arXiv.2212.08041 Focus to learn more",

language = "Undefined/Unknown",

publisher = "arXiv",

type = "WorkingPaper",

institution = "arXiv",

}

TY - UNPB

T1 - Can REF output quality scores be assigned by AI?

T2 - Experimental evidence

AU - Thelwall, Mike

AU - Kousha, Kayvan

AU - Abdoli, Mahshid

AU - Stuart, Emma

AU - Makita, Meiko

AU - Wilson, Paul

AU - Levitt, Jonathan

PY - 2022/12/11

Y1 - 2022/12/11

N2 - This document describes strategies for using Artificial Intelligence (AI) to predict some journal article scores in future research assessment exercises. Five strategies have been assessed.

AB - This document describes strategies for using Artificial Intelligence (AI) to predict some journal article scores in future research assessment exercises. Five strategies have been assessed.

KW - cs.CY

KW - cs.CL

KW - cs.GL

KW - cs.IR

KW - cs.LG

U2 - 10.48550/arXiv.2212.08041 Focus to learn more

DO - 10.48550/arXiv.2212.08041 Focus to learn more

M3 - Preprint

BT - Can REF output quality scores be assigned by AI?

PB - arXiv

ER -