A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Autorschaft

  • Evelyn Navarrete
  • Anett Hoppe
  • Ralph Ewerth

Organisationseinheiten

Externe Organisationen

  • Technische Informationsbibliothek (TIB) Leibniz-Informationszentrum Technik und Naturwissenschaften und Universitätsbibliothek
Forschungs-netzwerk anzeigen

Details

OriginalspracheEnglisch
Titel des SammelwerksCIKM 2021 Workshops
UntertitelProceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021)
PublikationsstatusVeröffentlicht - 2021
Veranstaltung2021 International Conference on Information and Knowledge Management Workshops, CIKMW 2021 - Gold Coast, Australien
Dauer: 1 Nov. 20215 Nov. 2021

Publikationsreihe

NameCEUR Workshop Proceedings
Herausgeber (Verlag)CEUR Workshop Proceedings
Band3052
ISSN (Print)1613-0073

Abstract

Human learning shifts stronger than ever towards online settings, and especially towards video platforms. There is an abundance of tutorials and lectures covering diverse topics, from fixing a bike to particle physics. While it is advantageous that learning resources are freely available on the Web, the quality of the resources varies a lot. Given the number of available videos, users need algorithmic support in finding helpful and entertaining learning resources. In this paper, we present a review of the recent research literature (2020-2021) on video-based learning. We focus on publications that examine the characteristics of video content, analyze frequently used features and technologies, and, finally, derive conclusions on trends and possible future research directions.

ASJC Scopus Sachgebiete

Zitieren

A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies. / Navarrete, Evelyn; Hoppe, Anett; Ewerth, Ralph.
CIKM 2021 Workshops: Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). 2021. (CEUR Workshop Proceedings; Band 3052).

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Navarrete, E, Hoppe, A & Ewerth, R 2021, A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies. in CIKM 2021 Workshops: Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). CEUR Workshop Proceedings, Bd. 3052, 2021 International Conference on Information and Knowledge Management Workshops, CIKMW 2021, Gold Coast, Australien, 1 Nov. 2021. <https://ceur-ws.org/Vol-3052/paper7.pdf>
Navarrete, E., Hoppe, A., & Ewerth, R. (2021). A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies. In CIKM 2021 Workshops: Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021) (CEUR Workshop Proceedings; Band 3052). https://ceur-ws.org/Vol-3052/paper7.pdf
Navarrete E, Hoppe A, Ewerth R. A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies. in CIKM 2021 Workshops: Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). 2021. (CEUR Workshop Proceedings).
Navarrete, Evelyn ; Hoppe, Anett ; Ewerth, Ralph. / A Review on Recent Advances in Video-based Learning Research : Video Features, Interaction, Tools, and Technologies. CIKM 2021 Workshops: Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). 2021. (CEUR Workshop Proceedings).
Download
@inproceedings{53d19ba5f81644c695b4e13533efc32e,
title = "A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies",
abstract = "Human learning shifts stronger than ever towards online settings, and especially towards video platforms. There is an abundance of tutorials and lectures covering diverse topics, from fixing a bike to particle physics. While it is advantageous that learning resources are freely available on the Web, the quality of the resources varies a lot. Given the number of available videos, users need algorithmic support in finding helpful and entertaining learning resources. In this paper, we present a review of the recent research literature (2020-2021) on video-based learning. We focus on publications that examine the characteristics of video content, analyze frequently used features and technologies, and, finally, derive conclusions on trends and possible future research directions.",
keywords = "Literature review, Video features, Video-based learning, Web-based learning",
author = "Evelyn Navarrete and Anett Hoppe and Ralph Ewerth",
note = "Funding Information: This work has been partly supported by the Ministry of Science and Education of Lower Saxony, Germany, through the Graduate training network “LernMINT: Data-assisted classroom teaching in the MINT subjects”. Also, this study has been partly supported by the Leibniz Association, Germany (Leibniz Competition 2018, funding line “Collaborative Excellence”, project SALIENT [K68/2017]). Finally, we would like to thank the reviewers for their valuable feedback. ; 2021 International Conference on Information and Knowledge Management Workshops, CIKMW 2021 ; Conference date: 01-11-2021 Through 05-11-2021",
year = "2021",
language = "English",
series = "CEUR Workshop Proceedings",
publisher = "CEUR Workshop Proceedings",
booktitle = "CIKM 2021 Workshops",

}

Download

TY - GEN

T1 - A Review on Recent Advances in Video-based Learning Research

T2 - 2021 International Conference on Information and Knowledge Management Workshops, CIKMW 2021

AU - Navarrete, Evelyn

AU - Hoppe, Anett

AU - Ewerth, Ralph

N1 - Funding Information: This work has been partly supported by the Ministry of Science and Education of Lower Saxony, Germany, through the Graduate training network “LernMINT: Data-assisted classroom teaching in the MINT subjects”. Also, this study has been partly supported by the Leibniz Association, Germany (Leibniz Competition 2018, funding line “Collaborative Excellence”, project SALIENT [K68/2017]). Finally, we would like to thank the reviewers for their valuable feedback.

PY - 2021

Y1 - 2021

N2 - Human learning shifts stronger than ever towards online settings, and especially towards video platforms. There is an abundance of tutorials and lectures covering diverse topics, from fixing a bike to particle physics. While it is advantageous that learning resources are freely available on the Web, the quality of the resources varies a lot. Given the number of available videos, users need algorithmic support in finding helpful and entertaining learning resources. In this paper, we present a review of the recent research literature (2020-2021) on video-based learning. We focus on publications that examine the characteristics of video content, analyze frequently used features and technologies, and, finally, derive conclusions on trends and possible future research directions.

AB - Human learning shifts stronger than ever towards online settings, and especially towards video platforms. There is an abundance of tutorials and lectures covering diverse topics, from fixing a bike to particle physics. While it is advantageous that learning resources are freely available on the Web, the quality of the resources varies a lot. Given the number of available videos, users need algorithmic support in finding helpful and entertaining learning resources. In this paper, we present a review of the recent research literature (2020-2021) on video-based learning. We focus on publications that examine the characteristics of video content, analyze frequently used features and technologies, and, finally, derive conclusions on trends and possible future research directions.

KW - Literature review

KW - Video features

KW - Video-based learning

KW - Web-based learning

UR - http://www.scopus.com/inward/record.url?scp=85122859257&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85122859257

T3 - CEUR Workshop Proceedings

BT - CIKM 2021 Workshops

Y2 - 1 November 2021 through 5 November 2021

ER -