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Geological and Mining Engineering

Geological and Mining Engineering (GME), published by Scineer Publishing PTE. LTD, is an open-access journal. GME is devoted to publish geological and mining engineering related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on geological and mining engineering throughout the world. GME welcomes all original

ISSN: 3029-1887(P)
3029-2034(O)

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Food Safety and Quality

Food Safety and Quality (FSQ), published by Scineer Publishing PTE. LTD, is an open-access journal. FSQ is devoted to publish food safety and quality related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on food safety and quality throughout the world. FSQ welcomes all original manuscripts that do not be published in any other journals.

ISSN: 3029-2115(P)
3029-2123(O)

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Hydraulic Engineering and Power Research

Hydraulic Engineering and Power Research (HEPR), published by Scineer Publishing PTE. LTD, is an open-access journal. HEPR is devoted to publish hydraulic engineering and power related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on hydraulic engineering and power throughout the world. HEPR welcomes all original manuscripts that do not be published in any other journals.Â

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    ISSN: 3029-2158(P)
         3029-2166(O)

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Medical and Health Research

Medical and Health Research (MHR), published by Scineer Publishing PTE. LTD, is an open-access journal. MHR is devoted to publish medicine related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on medicine throughout the world. MHR welcomes all original manuscripts that do not be published in any other journals.Â

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    ISSN: 3029-2190(P)
         3029-2204(O)

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Practical Medical Research

Practical Medical Research (PMR), published by Scineer Publishing PTE. LTD, is an open-access journal. PMR is devoted to publish medicine related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on medicine throughout the world. PMR welcomes all original manuscripts that do not be published in any other journals.Â


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    ISSN: 3029-2085(P)
          3029-2093(O)

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Forum on Research and Innovation Management

Forum on Research and Innovation Management (FRIM), published by Scineer Publishing PTE. LTD, is an open-access journal. FRIM is devoted to publish research and innovation management related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on research and innovation management throughout the world. FRIM welcomes all original manuscripts that do not be published in any other journals.Â

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    ISSN: 3029-1933(P)
         3029-1984(O)

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Construction Safety Technology and Management

Construction Safety Technology and Management (CSTM), published by Scineer Publishing PTE. LTD, is an open-access journal. CSTM is devoted to publish construction safety technology and management related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on construction safety technology and management throughout the world. CSTM welcomes all original manuscripts that do not be published in any other journals.Â

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     ISSN: 3029-2069(P)
           3029-2077(O)

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Industrial Technology Research

Industrial Technology Research (ITR), published by Scineer Publishing PTE. LTD, is an open-access journal. ITR is devoted to publish industrial technology related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on industrial technology throughout the world. ITR welcomes all original manuscripts that do not be published in any other journals.

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    ISSN: 3029-1895(P)
          3029-2026(O)

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Environmental Protection and Health

Environmental Protection and Health (EPH), published by Scineer Publishing PTE. LTD, is an open-access journal. EPH is devoted to publish environmental protection and health related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on environmental protection and health throughout the world. EPH welcomes all original manuscripts that do not be published in any other journals.Â

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    ISSN: 3029-1909(P)
         3029-2018(O)

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Artificial Intelligence Technology Research

Artificial Intelligence Technology Research (AITR), published by Scineer Publishing PTE. LTD, is an open-access journal. AITR is devoted to publish artificial intelligence technology related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on artificial intelligence technology throughout the world. AITR welcomes all original manuscripts that do not be published in any other journals.Â

    ISSN: 3029-1968(O)
         3029-195X(P)
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Curriculum Learning and Exploration

Curriculum Learning and Exploration (CLE), published by Scineer Publishing PTE. LTD, is an open-access journal. CLE is devoted to publish curriculum related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on curriculum throughout the world. CLE welcomes all original manuscripts that do not be published in any other journals.Â

    ISSN: 3029-1976(O)
         3029-1941(P)
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Evaluation of Educational Research

Evaluation of Educational Research (EER), published by Scineer Publishing PTE. LTD, is an open-access journal. EER is devoted to publish education related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on education throughout the world. EER welcomes all original manuscripts that do not be published in any other journals.

    ISSN: 3029-1992(O)
         3029-1925(P)
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World Education Forum

World Education Forum (WEF), published by Scineer Publishing PTE. LTD, is an open-access journal. WEF is devoted to publish education related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on education throughout the world. WEF welcomes all original manuscripts that do not be published in any other journals.

    ISSN: 3029-214X(O)
         3029-2131(P)

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New Explorations in Education and Teaching

New Explorations in Education and Teaching (NEET), published by Scineer Publishing PTE. LTD, is an open-access journal. NEET is devoted to publish education related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on education throughout the world. NEET welcomes all original manuscripts that do not be published in any other journals.Â

    ISSN: 3029-200X(O)
         3029-1917(P)

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Modern Economic Management Forum

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Modern Economic Management Forum (MEMF), published by Scineer Publishing PTE. LTD, is an open-access journal. MEMF is devoted to publish modern economic management related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on economic management throughout the world. MEMF welcomes all original manuscripts that do not be published in any other journals.Â
    ISSN: 3029-2182(O)
         3029-2174(P)

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Research and Commentary on Humanities and Arts

Research and Commentary on Humanities and Arts (RCHA), published by Scineer Publishing PTE. LTD, is an open-access journal. RCHA is devoted to publish humanities and arts related articles in the form of original papers, review papers and case studies. It also provides a platform for scholars to exchange the latest information in the related fields and aim to promote the research on humanities and arts throughout the world. RCHA welcomes all original manuscripts that do not be published in any other journals.Â

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      ISSN: 3029-2050(O)
           3029-2042(P)

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Scineer Publishing is a publisher of open access journals. Covering various disciplines and promoting interdisciplinary development, Scineer Publishing adheres to a principle of respecting academics, and publishes insightful and rigorous academic research contents.

12 Eu Tong Sen Street, #07-168, Singapore 059819
E-mail: scineerpub@126.com

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Copyright © 2023 Scineer Publishing Pte. Ltd.

Dilemmas and Path Optimization of Algorithm Governance in the Platform Economy: A Study Based on Stakeholder Theory

Peng Zhao

Abstract


Algorithmic systems have become the core infrastructure of platform economies, shaping labor allocation, pricing, content distribution, and risk control. While algorithms enable efficiency and scalability, they also generate persistent governance dilemmas—opacity,
accountability gaps, discrimination risks, labor intensification, and fragmented regulatory oversight across jurisdictions. This qualitative empirical study uses stakeholder theory to diagnose why algorithm governance repeatedly "fails in practice" even when transparency or compliance mechanisms exist. Drawing on comparative document analysis of authoritative regulatory and standards-based instruments—such as the
EU Digital Services Act (DSA), the EU AI Act, the EU Platform Work Directive, China's algorithm recommendation rules, New York City's
AEDT requirements, Canada's Algorithmic Impact Assessment, and risk-management frameworks (NIST AI RMF, ISO/IEC 23894)—the
study codes governance obligations and maps them to stakeholder salience (power, legitimacy, urgency). Findings indicate that platform firms'
structural power (data control, model secrecy, and design authority) interacts with regulators' information asymmetry and users/workers' weak
bargaining positions, producing three recurring dilemmas: (1) transparency paradox (disclosure without intelligibility), (2) accountability fragmentation (diffuse responsibility across platform, vendor, and deployer), and (3) compliance-performance gaps (formal compliance without
measurable harm reduction).

Keywords


Platform economy; Algorithm governance; Stakeholder theory; Algorithmic management; Accountability; Audit; Impact assessment; Transparency; Regulation

Full Text:

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References


[1] Ananny, M., & Crawford, K. (2018). Seeing Without Knowing: Limitations Of The Transparency Ideal And Its Application To Algorithmic Accountability. New Media & Society, 20(3), 973–989.

[2] China Cyberspace Administration. (2022). 互联网信息服务算法推荐管理规定 [Provisions On The Administration Of Algorithmic

Recommendation For Internet Information Services]. (Effective March 1, 2022).

[3] Diakopoulos, N. (2015). Algorithmic Accountability: Journalistic Investigation Of Computational Power Structures. Digital Journalism,

3(3), 398–415.

[4] European Union. (2022). Regulation (Eu) 2022/2065 Of The European Parliament And Of The Council Of 19 October 2022 On a Single

Market For Digital Services (Digital Services Act).

[5] European Union. (2024). Regulation (Eu) 2024/1689 (Artificial Intelligence Act).

[6] European Union. (2024). Directive (Eu) 2024/2831 Of The European Parliament And Of The Council Of 23 October 2024 On Improving Working Conditions In Platform Work.

[7] Freeman, R. E. (1984). Strategic Management: A Stakeholder Approach. Pitman.

[8] Gillespie, T. (2014). The Relevance Of Algorithms. In T. Gillespie, P. J. Boczkowski, & K. A. Foot (Eds.), Media Technologies: Essays

On Communication, Materiality, And Society. Mit Press.

[9] International Labour Organization. (2021). World Employment And Social Outlook 2021: The Role Of Digital Labour Platforms In

Transforming The World Of Work. International Labour Office.

[10] Iso/Iec. (2023). Iso/Iec 23894:2023 Information Technology—Artificial Intelligence—Guidance On Risk Management. International Organization For Standardization.




DOI: http://dx.doi.org/10.70711/memf.v3i3.8858

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Scineer Publishing is a publisher of open access journals. Covering various disciplines and promoting interdisciplinary development, Scineer Publishing adheres to a principle of respecting academics, and publishes insightful and rigorous academic research contents.

12 Eu Tong Sen Street, #07-168, Singapore 059819
E-mail: scineerpub@126.com

Scineer

Valueble Links

Copyright © 2023 Scineer Publishing Pte. Ltd.