Machine Data: Market and Analytics

Published Online:https://doi.org/10.1287/mnsc.2023.00674

References

  • Alam F, Mehmood R, Katib I, Albogami NN, Albeshri A (2017) Data fusion and IoT for smart ubiquitous environments: A survey. IEEE Access 5:9533–9554.CrossrefGoogle Scholar
  • Amir R, Liu H, Machowska D, Resende J (2019) Spillovers, subsidies, and second-best socially optimal R&D. J. Public Econom. Theory 21(6):1200–1220.CrossrefGoogle Scholar
  • Anderson GM, Shughart WF, Tollison RD (2004) The economic theory of clubs. Rowley CK, Schneider F, eds. The Encyclopedia of Public Choice (Springer, Boston), 499–504.CrossrefGoogle Scholar
  • Atik C, Martens B (2021) Competition problems and governance of non-personal agricultural machine data: Comparing voluntary initiatives in the US and EU. EUR Scientific and Technical Research Reports, JIPITEC 370 para 1.Google Scholar
  • Bergemann D, Bonatti A, Gan T (2022) The economics of social data. RAND J. Econom. 53(2):263–296.Google Scholar
  • Bernheim BD, Peleg B, Whinston MD (1987) Coalition-proof Nash equilibria I. Concepts. J. Econom. Theory 42(1):1–12.CrossrefGoogle Scholar
  • Bruckner A, Ostrow E (1962) Some function classes related to the class of convex functions. Pacific J. Math. 12(4):1203–1215.CrossrefGoogle Scholar
  • Calvano E, Calzolari G, Denicolò V, Pastorello S (2020) Artificial intelligence, algorithmic pricing, and collusion. Amer. Econom. Rev. 110(10):3267–3297.CrossrefGoogle Scholar
  • Carballa Smichowski B, Lefouili Y, Mantovani A, Reggiani C (2023) Data sharing or algorithm sharing? Preprint, submitted September 30, http://dx.doi.org/10.2139/ssrn.4641819.Google Scholar
  • Cornes R, Hartley R (2007) Aggregative public good games. J. Public Econom. Theory 9(2):201–219.CrossrefGoogle Scholar
  • Dosis A, Sand-Zantman W (2023) The ownership of data. J. Law Econom. Organ. 39(3):615–641.CrossrefGoogle Scholar
  • Drexl J (2017) Designing competitive markets for industrial data. Between propertisation and access. JIPITEC 8(4):257–292.Google Scholar
  • Duch-Brown N, Martens B, Mueller-Langer F (2017) The economics of ownership, access and trade in digital data. JRC Digital Economy Working Paper 2017-01, Joint Research Centre, Brussels.Google Scholar
  • EU Parliament and Council (1995) On the protection of individuals with regard to the processing of personal data and on the free movement of such data. Directive 95/45. European Union, Brussels.Google Scholar
  • EU Parliament and Council (2018) Framework for the free flow of non-personal data in the European Union. Regulation 2018/1807. European Union, Brussels.Google Scholar
  • EU Parliament and Council (2023) On harmonised rules on fair access to and use of data and amending Regulation (EU) 2017/2394 and Directive (EU) 2020/1828 (Data Act). Regulation 2023/2854. European Union, Brussels.Google Scholar
  • European Commission (2017) Communication from the commission to the European parliament, the council, the European economic and social committee and the committee of the regions “Building a European Data Economy.” Communication COM/2017/09. European Commission, Brussels.Google Scholar
  • Farboodi M, Mihet R, Philippon T, Veldkamp L (2019) Big data and firm dynamics. AEA Papers Proc. 109:38–42.CrossrefGoogle Scholar
  • Gambardella A, Heaton S, Novelli E, Teece DJ (2021) Profiting from enabling technologies? Strategy Sci. 6(1):75–90.LinkGoogle Scholar
  • Graef I, Prüfer J (2021) Governance of data sharing: A law & economics proposal. Res. Policy 50(9):1–14.CrossrefGoogle Scholar
  • Graef I, Gellert R, Purtova N, Husovec M (2018) Feedback to the Commission’s proposal on a framework for the free flow of non-personal data. Preprint, submitted January 22, http://dx.doi.org/10.2139/ssrn.3106791.Google Scholar
  • Hao K (2021) Andrew Ng: Forget about building an AI-first business. Start with a mission. MIT Tech. Rev. (March 26), https://www.technologyreview.com/2021/03/26/1021258/ai-pioneer-andrew-ng-machine-learning-business/.Google Scholar
  • Ichihashi S (2020) Online privacy and information disclosure by consumers. Amer. Econom. Rev. 110(2):569–595.CrossrefGoogle Scholar
  • Johnson J, Rhodes A, Wildenbeest MR (2023) Platform design when sellers use pricing algorithms. Econometrica 91(5):1841–1879.CrossrefGoogle Scholar
  • Jones CI, Tonetti C (2020) Nonrivalry and the economics of data. Amer. Econom. Rev. 110(9):2819–2858.CrossrefGoogle Scholar
  • Kerber W (2016) A new (intellectual) property right for non-personal data? An economic analysis. MAGKS Joint Discussion Paper Series in Economics, No. 37-2016, Phillips-University Marburg, Marburg, Germany.Google Scholar
  • Kerber W (2023) Governance of IoT data: Why the EU data act will not fulfill its objectives. GRUR Internat. 72(2):120–135.CrossrefGoogle Scholar
  • López AL, Vives X (2019) Overlapping ownership, R&D spillovers, and antitrust policy. J. Political Econom. 127(5):2394–2437.CrossrefGoogle Scholar
  • Meng T, Jing X, Yan Z, Pedrycz W (2020) A survey on machine learning for data fusion. Inform. Fusion 57:115–129.CrossrefGoogle Scholar
  • Mitchell TM (1999) Machine learning and data mining. Comm. ACM 42(11):30–36.CrossrefGoogle Scholar
  • Mumuni A, Mumuni F (2022) Data augmentation: A comprehensive survey of modern approaches. Array 16:1–27.CrossrefGoogle Scholar
  • Prüfer J, Schottmüller C (2021) Competing with big data. J. Indust. Econom. 69(4):967–1008.CrossrefGoogle Scholar
  • Rey P, Vergé T (2004) Bilateral control with vertical contracts. RAND J. Econom. 35(4):728–746.CrossrefGoogle Scholar
  • Schaefer M, Sapi G (2023) Complementarities in learning from data: Insights from general search. Inform. Econom. Policy 65:1–19.Google Scholar
  • World Economic Forum (2020) Share to gain: Unlocking data value in manufacturing. White Paper, World Economic Forum, Geneva.Google Scholar
  • Zech H (2016) Data as a tradeable commodity. De Franceschi A, ed. European Contract Law and the Digital Single Market (Intersentia, Cambridge, UK), 51–80.CrossrefGoogle Scholar
INFORMS site uses cookies to store information on your computer. Some are essential to make our site work; Others help us improve the user experience. By using this site, you consent to the placement of these cookies. Please read our Privacy Statement to learn more.