Development Of Regulations To Prevent And Address Algorithmic Bias In E-Commerce Competition Law
DOI:
https://doi.org/10.37680/almanhaj.v7i2.8439Keywords:
Algorithmic Discrimination; Competition; E-commerceAbstract
The study identified shortcomings in Law No. 5 of 1999 on algorithmic discrimination in the e-commerce business. The study employs normative legal methods, incorporating a legislative, conceptual, and algorithmic justice approach, as well as a comparative analysis of EU and US regulations. Secondary data, including ICC cases, were analyzed through literal, co-curricular, and teleological interpretations. This highlights the limitations of existing norms in addressing digital dynamics. Law No. 5/1999 does not have explicit regulations on automated algorithms, including definitions, transparency, or auditing of systems. Real cases, such as Shopee's internal delivery priority, harm small businesses through biased weighting factors, violating Article 19(d) and Article 25(1)(a). The first step is to mandate that major platforms disclose their algorithmic principles and conduct quarterly independent audits. Furthermore, strengthen ICC with technologists and data management rules. Long-term measures include international cooperation and the application of Pancasila-based ethics to achieve social justice, which is crucial for protecting SMEs in Indonesia's digital market, aligning with the global dominance of algorithms, and in line with ICC's principles aimed at combating AI collusion. Reform promotes healthy and inclusive competition.
References
Abdillah, F. (2024). Dampak ekonomi digital terhadap pertumbuhan ekonomi di Indonesia. Benefit: Journal of Bussiness, Economics, and Finance, 2(1), 27–35.
Adawiyah, S. R., Purwandari, B., Eitiveni, I., & Purwaningsih, E. H. (2024). The influence of AI and AR technology in personalized recommendations on customer usage intention: A case study of cosmetic products on shopee. Applied Sciences, 14(13), 5786.
ANDI, F. S. I. D., NUR, M. K., & SUWITNO, Y. I. (2024). Dinamika Hukum Persaingan Usaha Di Era Digital: Analisis Perlindungan Hukum Dalam E-Commerce Shopee Dan Tiktok Shop Di Indonesia. BIROKRASI Учредители: Politeknik Pratama Purwokerto, 2(2), 01–12.
Bagodi, V., & Sinha, D. (2023). Analysis of dynamics and opportunity cost of SME operations. International Journal of Productivity and Quality Management, 38(2), 166. https://doi.org/10.1504/IJPQM.2023.129605
Bassiouni, M. C. (2025). The statute of the international criminal court: A documentary history (Vol. 2). Martinus Nijhoff Publishers. https://books.google.com/books?hl=id&lr=&id=97tCEQAAQBAJ&oi=fnd&pg=PP1&dq=icc+2025&ots=xZHEMHL-0O&sig=z9bVJqQPuLdC9FlU7HYrZMB3guA
Bassiouni, M. C., & Schabas, W. A. (2021). The Legislative History of the International Criminal Court: Introduction, Analysis, and Integrated Text (3 vols) (Vol. 18). Brill. https://books.google.com/books?hl=id&lr=&id=X_VNEAAAQBAJ&oi=fnd&pg=PP1&dq=.+(ICC,+2021)&ots=JE0MTs8mcr&sig=oOvwZJkHU1X-TJKjb2IMz18mXUo
Bürgin, A. (2023). The European Commission: A climate policy entrepreneur. In Handbook on European Union climate change policy and politics (pp. 23–37). Edward Elgar Publishing. https://www.elgaronline.com/edcollchap-oa/book/9781789906981/book-part-9781789906981-13.xml
Calvano, E., Calzolari, G., Denicolo, V., & Pastorello, S. (2020). Artificial intelligence, algorithmic pricing, and collusion. American Economic Review, 110(10), 3267–3297.
de Streel, A. (2025). EU Big Tech Laws: An Emerging Public Utilities Regulation. Available at SSRN 5664610. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5664610
De‐Arteaga, M., Feuerriegel, S., & Saar‐Tsechansky, M. (2022). Algorithmic fairness in business analytics: Directions for research and practice. Production and Operations Management, 31(10), 3749–3770. https://doi.org/10.1111/poms.13839
Dutta, S., Lanvin, B., León, L. R., & Wunsch-Vincent, S. (2024). Global innovation index 2024: Unlocking the promise of social entrepreneurship. WIPO. https://books.google.com/books?hl=id&lr=&id=yKYlEQAAQBAJ&oi=fnd&pg=PA5&dq=Promise,+2024)&ots=YzJmjdJ6T6&sig=OyY4Iu31UyrWL5UxP96w48PYq_Y
Edri, R., Williams, L. D., & Frenkel-Pinter, M. (2024). From Catalysis of Evolution to Evolution of Catalysis. Accounts of Chemical Research, 57(21), 3081–3092. https://doi.org/10.1021/acs.accounts.4c00196
Fauzi, A., Ridwan, M., & Rofiq, A. (2025). Digital Optimization In Improving Credibility Sharia Financing Institution. Pena Justisia: Media Komunikasi Dan Kajian Hukum, 24(1), 461–478.
Graef, I., & Husovec, M. (2022). Seven things to improve in the data act. Available at SSRN 4051793. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4051793
Kriswandaru, A. S., Fachuda, F. A., & Risma, S. S. A. (2025). The Effectiveness of Digital Consumer Protection Law in Promoting Trust and the Growth of Online Economic Transactions. Perkara: Jurnal Ilmu Hukum Dan Politik, 3(2), 892–907.
Laeven, M. L., Igan, M. D., Claessens, M. S., & Dell’Ariccia, M. G. (2010). Lessons and policy implications from the global financial crisis. International Monetary Fund. https://books.google.com/books?hl=id&lr=&id=Ro4YEAAAQBAJ&oi=fnd&pg=PA3&dq=Claessens,+S.,+Laeven,+L.,+Igan,+D.,+%26+Dell%E2%80%99Ariccia,+G.+(2010).+Lessons+and+Policy+Implications+From+the+Global+Financial+Crisis.+IMF+Working+Papers,+10(44),+1.+https://doi.org/10.5089/9781451963021.001&ots=AuzzuHPSEk&sig=EV33EQh_XxffdzQ4vZDnY8aPyWw
Levy, K., Chasalow, K. E., & Riley, S. (2021). Algorithms and Decision-Making in the Public Sector. Annual Review of Law and Social Science, 17(1), 309–334. https://doi.org/10.1146/annurev-lawsocsci-041221-023808
Melinda, R., Suriansyah, A., & Refianti, W. R. (2025). Pendidikan Inklusif: Tantangan dan Peluang dalam Implementasinya di Indonesia. Harmoni Pendidikan: Jurnal Ilmu Pendidikan, 2(1), 337–343.
Mustafa, A. R., Hardyansah, R., Putra, A. R., Wibowo, A. S., & Negara, D. S. (2025). Competition law in the digital era: Perspective on startup companies in Indonesia. Bulletin of Science, Technology and Society, 4(1), 1–10.
Nugraha, M. F. C., Wardoyo, C., & Wahyono, H. (2020). Financial Inclusion in Home Industry of Bamboo Handicrafts in The Trenggalek District. Dinamika Pendidikan, 15(1), 13–25.
Nugroho, I., & Hakim, L. (2023). Artificial intelligence and socioeconomic perspective in Indonesia. Journal of Socioeconomics and Development, 6(2), 112.
Rahman, I., Muhtar, M. H., Mongdong, N. M., Setiawan, R., Setiawan, B., & Siburian, H. K. (2024). Harmonization of Digital laws and Adaptation Strategies in Indonesia focusing on E-Commerce and Digital transactions. Innovative: Journal Of Social Science Research, 4(1), 4314–4327.
Rahman, V. (2024). The Influence of Entrepreneurial Competence, Digital Transformation And Innovation Behavior on The Development of SMEs. International Student Conference on Business, Education, Economics, Accounting, and Management (ISC-BEAM), 2(1), 3108–3116. https://journal.unj.ac.id/unj/index.php/isc-beam/article/view/47077
Rohman, M. M., Mu’minin, N., Masuwd, M., & Elihami, E. (2024). Methodological reasoning finds law using normative studies (theory, approach and analysis of legal materials). MAQASIDI: Jurnal Syariah Dan Hukum, 204–221.
SALVIA, M., PILOGALLO, A., PIETRAPERTOSA, F., SANTOPIETRO, L., MAESTOSI, P. C., & PIRRO, M. (2025). ARE SECAPS AND CCCS COMPLEMENTARY OR COMPETITIVE? A FOCUS ON THE METHODOLOGICAL APPROACH OF THESE TWO PLANNING TOOLS. WIT Transactions on Ecology and the Environment, 264, 249–260.
Setiawan, I., Widiatmoko, A. M., Nisa, U., Weni, R. S., Kumalasari, L., & Supriyanto, S. (2025). Inter-Sectoral Institutional Collaboration to Increase Global Competitiveness in the Digital Economy Era. 2nd International Conference on Business, Accounting, Banking, and Economics (ICBABE 2025), 99–116. https://www.atlantis-press.com/proceedings/icbabe-25/126016825
Soekanto, S., & Mamudji, S. (2001). Normative legal research: A brief review. Jakarta: PT. Raja Grafindo.
Sukarno, M., & Nurmandi, A. (2023). E-government development index impact on world governance indicator index in Southeast Asian countries. Journal of Contemporary Governance and Public Policy, 4(1), 97–114.
Taylor, L., Mukiri-Smith, H., Petročnik, T., Savolainen, L., & Martin, A. (2022). (Re)making data markets: An exploration of the regulatory challenges. Law, Innovation and Technology, 14(2), 355–394. https://doi.org/10.1080/17579961.2022.2113671
Tofan, A., & Trinaningsih, S. (2022). Analisis Perkembangan Pajak Transaksi Perdagangan Melalui Sistem Elektronik (Pmse) Di Indonesia. Balance: Jurnal Akuntansi Dan Bisnis, 7(1). https://www.academia.edu/download/94088394/2912.pdf
Wahyuni, E., Tandon, M., & Jonathan, B. (2024). Leveraging local wisdom in curriculum design to promote sustainable development in rural schools. Journal of Social Science Utilizing Technology, 2(3), 446–459.
Wahyuningtyas, S. Y. (2024). Regulating algorithms in the digital market: A revisit of Indonesian competition law and policy. International Review of Law, Computers & Technology, 38(1), 21–42. https://doi.org/10.1080/13600869.2023.2202290
Weinstein, S. (2025). Preventive legal technology for micro-entities: Improving access to justice in commercial contract analysis. International Review of Law, Computers & Technology, 1–21. https://doi.org/10.1080/13600869.2025.2602106
Wibisono, E. (2018). The new management system ISO 21001: 2018: What and why educational organizations should adopt it. Proceeding of 11th International Seminar on Industrial Engineering and Management, 66–73. http://repository.ubaya.ac.id/36836
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