Adler, B Thomas ; Chatterjee, KrishnenduIST Austria ; de Alfaro, Luca ; Faella, Marco ; Pye, Ian ; Raman, Vishwanath
The Wikipedia is a collaborative encyclopedia: anyone can contribute to its articles simply by clicking on an "edit" button. The open nature of the Wikipedia has been key to its success, but has also created a challenge: how can readers develop an informed opinion on its reliability? We propose a system that computes quantitative values of trust for the text in Wikipedia articles; these trust values provide an indication of text reliability. The system uses as input the revision history of each article, as well as information about the reputation of the contributing authors, as provided by a reputation system. The trust of a word in an article is computed on the basis of the reputation of the original author of the word, as well as the reputation of all authors who edited text near the word. The algorithm computes word trust values that vary smoothly across the text; the trust values can be visualized using varying text-background colors. The algorithm ensures that all changes to an article's text are reflected in the trust values, preventing surreptitious content changes. We have implemented the proposed system, and we have used it to compute and display the trust of the text of thousands of articles of the English Wikipedia. To validate our trust-computation algorithms, we show that text labeled as low-trust has a significantly higher probability of being edited in the future than text labeled as high-trust.
This research has been partially supported by the CITRIS: Center for Information Technology Research in the Interest of Society.
WikiSym: International Symposium on Wikis
Adler BT, Chatterjee K, De Alfaro L, Faella M, Pye I, Raman V. Assigning trust to Wikipedia content. In: ACM; 2008. doi:10.1145/1822258.1822293
Adler, B. T., Chatterjee, K., De Alfaro, L., Faella, M., Pye, I., & Raman, V. (2008). Assigning trust to Wikipedia content. Presented at the WikiSym: International Symposium on Wikis, ACM. https://doi.org/10.1145/1822258.1822293
Adler, B Thomas, Krishnendu Chatterjee, Luca De Alfaro, Marco Faella, Ian Pye, and Vishwanath Raman. “Assigning Trust to Wikipedia Content.” ACM, 2008. https://doi.org/10.1145/1822258.1822293.
B. T. Adler, K. Chatterjee, L. De Alfaro, M. Faella, I. Pye, and V. Raman, “Assigning trust to Wikipedia content,” presented at the WikiSym: International Symposium on Wikis, 2008.
Adler BT, Chatterjee K, De Alfaro L, Faella M, Pye I, Raman V. 2008. Assigning trust to Wikipedia content. WikiSym: International Symposium on Wikis
Adler, B. Thomas, et al. Assigning Trust to Wikipedia Content. ACM, 2008, doi:10.1145/1822258.1822293.