truth-discovery

Gno: An interpreted, stack-based Go virtual machine to build succinct and composable apps + gno.land: a blockchain for timeless code and fair open-source.

Trustworthy Knowledge Graph Completion Based on Multi-sourced Noisy Data, WWW 2022

A python library for data fusion

source code for zkTI

An open methodology for benchmarking data vendors against ground truth curated from your own inbox and CRM — weak supervision, entity resolution, per-field metrics, and cross-vendor overlap analysis.

Decentralized protocol for Fake News detection, based on a voting truth discovery system.

This paper presents TD-AC which is an effective algorithm for the truth discovery problem when the attributes over data are structurally correlated. We build our procedure on an abstract representation of the truth in the data, the k-means clustering technique and the silhouette measure to automatically find an optimal partitioning of the input …

First module assignment for Advanced Topics In Computer Science course held at the "Roma Tre" University of Rome.

Distributed governance system with mathematically verified logic gates. Hybrid state: Jotai (atoms), Zustand (HUD), Redux (Ledger).

Trust-tier-aware, self-correcting knowledge-graph engine: turn forums, Reddit, websites and databases into counted, cited, confidence-bounded answers.

Proposition de norme internationale ISO/IEC 22145. Protocole de Provenance Décentralisée et de Consensus (DPCP) pour un Web de Confiance. Remplace la "Vérité par Autorité" par la "Vérité par Géométrie Vectorielle

Product Truth Engine: resolves a product name into evidence-backed, conflict-resolved JSON with provenance and abstain policy

The movie dataset was created to assess Truth Discovery solutions, containing information about the Top 250 movies currently on IMDB.

Six runtime QA primitives from the production enrichment engine behind unbin.io. Published source — for reading and evaluation; all rights reserved.

Project Logos is a synthetic information ecosystem for evaluating retrieval, graph traversal, source attribution, trust ranking, and multi-hop reasoning systems.

This repository contains Skald, a proof-of-concept that aims to improve truth discovery by tracking reputation.

This repository contains the code to generate the datasets to test Nexus and the entire testbed to perform the assessments on Nexus.

This repository contains Skald, a proof-of-concept that aims to improve truth discovery by tracking reputation.

Logos-SIE (Synthetic Information Ecosystem) is a large-scale synthetic benchmark designed to model the complete lifecycle of information formation within a simulated world.

This repository contains Nexus, a proof-of-concept that aims to improve truth discovery by tracking reputation.