Gig Work Systems Design for Dynamic Work Management with Freelancers

Riko Asanaka; Masaki Inoue

doi:10.1109/SMC53992.2023.10393878

Gig Work Systems Design for Dynamic Work Management with Freelancers

Riko Asanaka, Masaki Inoue

Department of Applied Physics and Physico-Informatics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Gig work is a work style in which freelancers undertake one-off jobs based on their own convenience. One can see that the gig work system is a management system that matches one-off jobs with registrant freelancers under their free decision-making. This paper addresses a systematic design of the gig work system. To this end, first, we model the decision-making by the freelancers and the evolutions in remaining workloads. We express the probability that at least one of the registrant freelancers gets opportunities of one-off jobs based on their utility. Next, we design a model-based controller, which matches one-off jobs with them. Finally, the effectiveness of the proposed work management system is verified in numerical experiments.

Original language	English
Title of host publication	2023 IEEE International Conference on Systems, Man, and Cybernetics
Subtitle of host publication	Improving the Quality of Life, SMC 2023 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	3534-3539
Number of pages	6
ISBN (Electronic)	9798350337020
DOIs	https://doi.org/10.1109/SMC53992.2023.10393878
Publication status	Published - 2023
Event	2023 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023 - Hybrid, Honolulu, United States Duration: 2023 Oct 1 → 2023 Oct 4

Publication series

Name	Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
ISSN (Print)	1062-922X

Conference

Conference	2023 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023
Country/Territory	United States
City	Hybrid, Honolulu
Period	23/10/1 → 23/10/4

Keywords

decision-making
Gig-work
human behavior
work management

ASJC Scopus subject areas

Electrical and Electronic Engineering
Control and Systems Engineering
Human-Computer Interaction

Access to Document

10.1109/SMC53992.2023.10393878

Cite this

Asanaka, R., & Inoue, M. (2023). Gig Work Systems Design for Dynamic Work Management with Freelancers. In 2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings (pp. 3534-3539). (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SMC53992.2023.10393878

Gig Work Systems Design for Dynamic Work Management with Freelancers. / Asanaka, Riko; Inoue, Masaki.
2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2023. p. 3534-3539 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Asanaka, R & Inoue, M 2023, Gig Work Systems Design for Dynamic Work Management with Freelancers. in 2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings. Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, Institute of Electrical and Electronics Engineers Inc., pp. 3534-3539, 2023 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023, Hybrid, Honolulu, United States, 23/10/1. https://doi.org/10.1109/SMC53992.2023.10393878

Asanaka R, Inoue M. Gig Work Systems Design for Dynamic Work Management with Freelancers. In 2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2023. p. 3534-3539. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics). doi: 10.1109/SMC53992.2023.10393878

Asanaka, Riko ; Inoue, Masaki. / Gig Work Systems Design for Dynamic Work Management with Freelancers. 2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 3534-3539 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

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Gig Work Systems Design for Dynamic Work Management with Freelancers

Abstract

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Keywords

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