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Use of Artificial Intelligence in Advertising Agencies: Opportunities and Challenges Cover

Use of Artificial Intelligence in Advertising Agencies: Opportunities and Challenges

Open Access
|Mar 2025

References

  1. Abrardi, L., Cambini, C., & Rondi, L. (2022). Artificial intelligence, firms and consumer behavior: A survey. Journal of Economic Surveys, 36(4), 969–991, https://doi.org/10.1111/joes.12455
  2. Acquisti, A., & Grossklags, J. (2007). What Can Behavioural Economics Teach Us about Privacy? Auerbach Publication.https://www.heinz.cmu.edu/~acquisti/papers/
  3. Adomavicius, G., & Tuzhilin, A. (2005). Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extension. IEEE Transactions on Knowledge and Data Engineering, 17(6), 734-749. https://doi.org/10.1109/TKDE.2005.99
  4. Arntz, M., Gregory, T., & Zierahn, U. (2016, May). The risk of automation for jobs in OECD countries: A comparative analysis (OECD Social, Employment and Migration Working Papers No. 189).https://doi.org/10.1787/5jlz9h56dvq7-en
  5. Badea, M. D. (2024, February 24). Cum devine inteligenţa artificială omniprezentă [How artificial intelligence is becoming ubiquitous]. Republica. https://republica.ro/cum-devine-inteligenta-artificiala-omniprezenta
  6. Berg, B. L. (2007). Qualitative Research Methods for the Social Sciences. Pearson.
  7. Brynjolfsson, E., & McAfee, A. (2014). The second machine age: Work, progress, and prosperity in a time of brilliant technologies. W. W. Norton & Company.
  8. Deloitte. (2023). State of ethics and trust in technology. Annual report. Deloitte. https://www2.deloitte.com/content/dam/Deloitte/us/Documents/us-tte-annual-report-2023-12-8.pdf.
  9. Diakopoulos, N. (2016). Accountability in algorithmic decision making. Commun. ACM, 59, 56–62.https://doi.org/10.1145/2844110
  10. Duan, L., Xu, Y., Tsang, I. W., & Luo, J. (2019). Collaborative generated hashing for market analysis and fast cold-start recommendation. Intelligent Systems, 35(5), 84-95. https://doi.org/10.1109/MIS.2020.3025197.
  11. Eurostat. (2024). Use of artificial intelligence in enterprises. Eurostat. https://ec.europa.eu/eurostat/statistics-explained/UseOfAI
  12. Floridi, L., & Taddeo, M. (2016). What Is Data Ethics? Philosophical Transactions of the Royal Society, 374(2083).https://doi.org/10.1098/rsta.2016.0360
  13. Forbes România. (2023, February). Tendinţe care vor modela ?i vor perturba industria comunicării [Trends that will shape and disrupt the communications industry]. Forbes.https://www.forbes.ro/tendinte-care-vor-modela-si-vor-perturba
  14. Goldfarb, A., & Tucker, C. (2011). Privacy regulation and online advertising. Management Science, 57(1), 57-71.https://doi.org/10.1287/mnsc.1100.1246
  15. Htssgroup. (2023, October). 7 Tipuri de inteligenţă artificială [7 Types of artificial intelligence]. Htssgoup.https://htssgroup.eu/ro/7-types-of-artificial-intelligence/
  16. IBM. (2023). IBM Global AI Adoption Index. IBM.https://www2.multivu.com
  17. Initiative. (2023). MediaFact Book 2023. IQ ADS. https://www.iqads.ro/articol/64347/media-fact-book-2023-initiative
  18. Jobin, A., Ienca, M., & Vayena, E. (2019). The global landscape of ai ethics guidelines. Nat. Mach Intell, 1(2), 389–399. https://doi.org/10.1038/s42256-019-0088-2
  19. Kietzmann, J., Paschen, J., & Treen, E. (2018). Artificial intelligence in advertising: How marketers can leverage artificial intelligence along the consumer journey. Journal of Advertising Research, 58(3), 263–267.https://doi.org/10.2501/jar-2018-035
  20. Kingma, D. P., & Ba, J. (2014, December 22). Adam: A method for stochastic optimization [Paper presentation]. 3rd International Conference for Learning Representations, San Diego, United States.
  21. Kumar, V., Ashraf, A. R., & Nadeem, W. (2024). AI-powered marketing: What, where, and how? International Journal of Information Management, 77. https://doi.org/10.1016/j.ijinfomgt.2024.102783
  22. Lamarre, E., Singla, A., Sukharevsky, A., & Zemmel R. (2024, March). A generative AI reset: Rewiring to turn potential into value in 2024. McKinsey Quarterly.
  23. McKinsey & Company. (2024, March). Implementing generative AI with speed and safety. McKinsey & Company.https://www.mckinsey.com/~/media/mckinsey/
  24. Minsky, M. (1968). Semantic Information Processing. The MIT Press.
  25. Narayanan, A., & Shmatikov, V. (2010). Myths and fallacies of “personally identifiable information”, Commun. ACM, 53(6), 24–26./10.1145/1743546.1743558
  26. QERY. (2024, May). AI adoption in European businesses: 2023 snapshot. QERY. https://qery.no/ai-adoption-in-european-businesses-2023-snapshot/
  27. Russell, S., & Norvig, P. (2010). Artificial intelligence: A modern approach. Pearson Italia.
  28. Selbst, A.D., Boyd, D., Friedler, S. A., Venkatasubramanian, S., & Vertesi, J. (2019). Fairness and abstraction in sociotechnical systems. In Proceedings of the Conference on Fairness, Accountability, and Transparency (pp. 59-68). https://doi.org/10.1145/3287560.3287598
  29. Shoham, Y., & Leyton-Brown, K. (2009). Multiagent systems: algorithmic, game-theoretic and logical foundations. University Press.
  30. Statista. (2024). Artificial Intelligence – Europe. Statista. https://www.statista.com/outlook/tmo/artificial-intelligence/europe
  31. United Media Services. (2024, April). 40% dintre români folosesc aplicaţii de AI cel puţin săptămânal [40% of Romanians use AI applications at least weekly]. IQ ADS. https://www.iqads.ro/articol/67785/studiu-united-media-services-40
  32. Wang, H., & Kosinski, M. (2018). Deep Neural networks are more accurate than humans at detecting sexual orientation from facial images. Journal of Personality and Social Psychology, 114(2), 246-257. https://doi.org/10.1037/pspa0000098
  33. Wang, X. (2020). Screening soft information: Evidence from loan officers. RAND Journal of Economics, 51(4), 1287-1322.https://doi.org/10.1111/1756-2171.12357
  34. Winston, P. H. (1992). Artificial intelligence. Addison-Wesley Publishing Company.
DOI: https://doi.org/10.2478/mdke-2025-0003 | Journal eISSN: 2392-8042 | Journal ISSN: 2286-2668
Language: English
Page range: 38 - 51
Submitted on: Nov 13, 2024
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Accepted on: Feb 19, 2025
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Published on: Mar 25, 2025
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2025 Cristiana-Georgiana IONIȚĂ, Cristina LEOVARIDIS, Gabriela POPESCU, published by Scoala Nationala de Studii Politice si Administrative
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.