The provisioning of information about product attributes in e-commerce environments is today left entirely to owners of online platforms. Product transparency in online stores can be increased by client-side enrichment of retailer Web pages.
This is a preview of subscription content
Access options
Subscribe to Journal
Get full journal access for 1 year
92,52 €
only 7,71 € per issue
All prices are NET prices.
VAT will be added later in the checkout.
Tax calculation will be finalised during checkout.
Buy article
Get time limited or full article access on ReadCube.
$32.00
All prices are NET prices.

References
Julià, C. R. & Hercberg, S. Public Health Panorama 3, 712–725 (2017).
Hill, J. O. & Peters, J. C. Science 280, 1371–1374 (1998).
World Health Organization. https://www.euro.who.int/en/countries/france/news/news/2017/03/france-becomes-one-of-the-first-countries-in-region-to-recommend-colour-coded-front-of-pack-nutrition-labelling-system (2017).
Perez, J. Food Drug Cosmet. Law J. 36, 381–392 (1981).
Julia, C. R. & Hercberg, S. Am. J. Public Health 108, 318–320 (2018).
Carter, O. B., Mills, B. W., Lloyd, E. & Phan, T. Eur. J. Clin. Nutr. 67, 31–35 (2013).
Temple, N. J. & Fraser, J. Nutrition 30, 257–260 (2014).
Bouvin, N. O. In Proc. Tenth ACM Conference on Hypertext and Hypermedia 91–100 (ACM, 1999).
Díaz, O., Arellano, C., Aldalur, I., Medina, H. & Firmenich, S. In Web Information Systems Engineering WISE 2014 239–307 (Springer, 2014).
Fuchs, K. PhD thesis; https://doi.org/10.3929/ethz-b-000450599 (2020).
Alrizah, M., Zhu, S., Xing, X. & Wang, G. In Proc. Internet Measurement Conference 230–244 (ACM, 2019),
BGH. ZR 154/16; https://dejure.org/dienste/vernetzung/rechtsprechung?Gericht=BGH&Datum=19.04.2018&Aktenzeichen=I%20ZR%20154%2F16 (19 April 2018).
Vallade, J. Rutgers Law Rev. 61, 823–853 (2009).
Kuznetsov, S. Comput. Soc. https://doi.org/10.1145/1215942.1215943 (2006).
Taylor, A., Wilson, F., Hendrie, G., Allman-Farinelli, M. & Noakes, M. Br. J. Nutr. 114, 2129–2137 (2015).
Wild, A., Ciortea, A. & Mayer, S. In Companion Proc. Web Conference 2020 650–654 (ACM, 2020).
Acknowledgements
We thank E. Toniato for his support with the implementation of the browser plug-in. We thank the Swiss National Science Fund for its funding within project 188402 as well as GS1 Global for its funding of the Auto-ID Labs of ETH Zurich and the University of St Gallen.
Author information
Affiliations
Contributions
S.M.: conceptualization, methodology, supervision, writing-original draft preparation; K.F.: conceptualization, methodology, investigation, formal analysis, supervision, writing-review and editing; D.B.: methodology, software, resources; J.L.: methodology, software, resources, investigation, formal analysis, writing-review and editing; A.C.: conceptualization, writing-review and editing.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Rights and permissions
About this article
Cite this article
Mayer, S., Fuchs, K., Brügger, D. et al. Improving customer decisions in web-based e-commerce through guerrilla modding. Nat Mach Intell 3, 1008–1010 (2021). https://doi.org/10.1038/s42256-021-00424-w
Published:
Issue Date:
DOI: https://doi.org/10.1038/s42256-021-00424-w