When XR and AI Meet - A Scoping Review on Extended Reality and Artificial Intelligence

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Standard

When XR and AI Meet - A Scoping Review on Extended Reality and Artificial Intelligence. / Hirzle, Teresa; Müller, Florian; Draxler, Fiona; Schmitz, Martin; Knierim, Pascal; Hornbæk, Kasper.

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, Inc., 2023. 730.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Harvard

Hirzle, T, Müller, F, Draxler, F, Schmitz, M, Knierim, P & Hornbæk, K 2023, When XR and AI Meet - A Scoping Review on Extended Reality and Artificial Intelligence. in Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems., 730, Association for Computing Machinery, Inc., The 2023 CHI Conference on Human Factors in Computing Systems, Hamburg, Hamburg, Germany, 23/04/2023. https://doi.org/10.1145/3544548.3581072

APA

Hirzle, T., Müller, F., Draxler, F., Schmitz, M., Knierim, P., & Hornbæk, K. (2023). When XR and AI Meet - A Scoping Review on Extended Reality and Artificial Intelligence. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems [730] Association for Computing Machinery, Inc.. https://doi.org/10.1145/3544548.3581072

Vancouver

Hirzle T, Müller F, Draxler F, Schmitz M, Knierim P, Hornbæk K. When XR and AI Meet - A Scoping Review on Extended Reality and Artificial Intelligence. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, Inc. 2023. 730 https://doi.org/10.1145/3544548.3581072

Author

Hirzle, Teresa ; Müller, Florian ; Draxler, Fiona ; Schmitz, Martin ; Knierim, Pascal ; Hornbæk, Kasper. / When XR and AI Meet - A Scoping Review on Extended Reality and Artificial Intelligence. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, Inc., 2023.

Bibtex

@inproceedings{b57dfde327aa43268636c45b4f2ca94b,
title = "When XR and AI Meet - A Scoping Review on Extended Reality and Artificial Intelligence",
abstract = "Research on Extended Reality (XR) and Artificial Intelligence (AI) is booming, which has led to an emerging body of literature in their intersection. However, the main topics in this intersection are unclear, as are the benefits of combining XR and AI. This paper presents a scoping review that highlights how XR is applied in AI research and vice versa. We screened 2619 publications from 203 international venues published between 2017 and 2021, followed by an in-depth review of 311 papers. Based on our review, we identify five main topics at the intersection of XR and AI, showing how research at the intersection can benefit each other. Furthermore, we present a list of commonly used datasets, software, libraries, and models to help researchers interested in this intersection. Finally, we present 13 research opportunities and recommendations for future work in XR and AI research.",
author = "Teresa Hirzle and Florian M{\"u}ller and Fiona Draxler and Martin Schmitz and Pascal Knierim and Kasper Hornb{\ae}k",
year = "2023",
doi = "10.1145/3544548.3581072",
language = "English",
booktitle = "Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems",
publisher = "Association for Computing Machinery, Inc.",
note = "The 2023 CHI Conference on Human Factors in Computing Systems, CHI '23 ; Conference date: 23-04-2023 Through 28-04-2023",
url = "https://chi2023.acm.org",

}

RIS

TY - GEN

T1 - When XR and AI Meet - A Scoping Review on Extended Reality and Artificial Intelligence

AU - Hirzle, Teresa

AU - Müller, Florian

AU - Draxler, Fiona

AU - Schmitz, Martin

AU - Knierim, Pascal

AU - Hornbæk, Kasper

PY - 2023

Y1 - 2023

N2 - Research on Extended Reality (XR) and Artificial Intelligence (AI) is booming, which has led to an emerging body of literature in their intersection. However, the main topics in this intersection are unclear, as are the benefits of combining XR and AI. This paper presents a scoping review that highlights how XR is applied in AI research and vice versa. We screened 2619 publications from 203 international venues published between 2017 and 2021, followed by an in-depth review of 311 papers. Based on our review, we identify five main topics at the intersection of XR and AI, showing how research at the intersection can benefit each other. Furthermore, we present a list of commonly used datasets, software, libraries, and models to help researchers interested in this intersection. Finally, we present 13 research opportunities and recommendations for future work in XR and AI research.

AB - Research on Extended Reality (XR) and Artificial Intelligence (AI) is booming, which has led to an emerging body of literature in their intersection. However, the main topics in this intersection are unclear, as are the benefits of combining XR and AI. This paper presents a scoping review that highlights how XR is applied in AI research and vice versa. We screened 2619 publications from 203 international venues published between 2017 and 2021, followed by an in-depth review of 311 papers. Based on our review, we identify five main topics at the intersection of XR and AI, showing how research at the intersection can benefit each other. Furthermore, we present a list of commonly used datasets, software, libraries, and models to help researchers interested in this intersection. Finally, we present 13 research opportunities and recommendations for future work in XR and AI research.

U2 - 10.1145/3544548.3581072

DO - 10.1145/3544548.3581072

M3 - Article in proceedings

BT - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems

PB - Association for Computing Machinery, Inc.

T2 - The 2023 CHI Conference on Human Factors in Computing Systems

Y2 - 23 April 2023 through 28 April 2023

ER -

ID: 339156577