Objection-Based Causal Networks

📝 Original Info

• Title: Objection-Based Causal Networks
• ArXiv ID: 1303.5400
• Date: 2013-03-25
• Authors: Researchers from original ArXiv paper

📝 Abstract

This paper introduces the notion of objection-based causal networks which resemble probabilistic causal networks except that they are quantified using objections. An objection is a logical sentence and denotes a condition under which a, causal dependency does not exist. Objection-based causal networks enjoy almost all the properties that make probabilistic causal networks popular, with the added advantage that objections are, arguably more intuitive than probabilities.

💡 Deep Analysis

Deep Dive into Objection-Based Causal Networks.

This paper introduces the notion of objection-based causal networks which resemble probabilistic causal networks except that they are quantified using objections. An objection is a logical sentence and denotes a condition under which a, causal dependency does not exist. Objection-based causal networks enjoy almost all the properties that make probabilistic causal networks popular, with the added advantage that objections are, arguably more intuitive than probabilities.

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Reference