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- research-articleSeptember 2020
From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth
ACM Transactions on Intelligent Systems and Technology (TIST), Volume 11, Issue 6Article No.: 74, Pages 1–24https://doi.org/10.1145/3411749Truth discovery has been widely studied in recent years as a fundamental means for resolving the conflicts in multi-source data. Although many truth discovery methods have been proposed based on different considerations and intuitions, investigations ...
- research-articleApril 2017
Truth Discovery from Conflicting Multi-Valued Objects
WWW '17 Companion: Proceedings of the 26th International Conference on World Wide Web CompanionPages 711–715https://doi.org/10.1145/3041021.3053374Truth discovery is a fundamental research topic, which aims at identifying the true value(s) of objects of interest given the conflicting multi-sourced data. Although considerable research efforts have been conducted on this topic, we can still point ...