Probabilistic soft logic

Probabilistic soft logic (PSL) is a framework for collective, probabilistic reasoning in relational domains. PSL uses first order logic rules as a… (More)
Wikipedia

Topic mentions per year

Topic mentions per year

2010-2016
051020102016

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2017
Highly Cited
2017
This paper introduces hinge-loss Markov random fields (HL-MRFs), a new class of probabilistic graphical models particularly well… (More)
Is this relevant?
2016
2016
On-the-fly generation of integrated representations of Linked Data (LD) search results is challenging because it requires… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • table 1
Is this relevant?
2014
2014
Probabilistic Soft Logic (PSL) is a recently developed framework for probabilistic logic. We use PSL to combine logical and… (More)
  • table 1
  • figure 1
  • table 2
  • figure 2
Is this relevant?
2014
2014
Drug-target interaction studies are important because they can predict drugs' unexpected therapeutic or adverse side effects. In… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 6
Is this relevant?
2013
2013
Massive open online courses (MOOCs) attract a large number of student registrations, but recent studies have shown that only a… (More)
  • figure 1
  • table 2
  • table 1
  • table 3
  • table 4
Is this relevant?
2012
2012
In this work, we show how to model the group affiliations of social media users using probabilistic soft logic. We consider… (More)
  • figure 1
  • figure 2
Is this relevant?
Review
2012
Review
2012
Probabilistic soft logic (PSL) is a framework for collective, probabilistic reasoning in relational domains. PSL uses first order… (More)
Is this relevant?
2012
2012
Annotation graphs, made available through the Linked Data initiative and Semantic Web, have significant scientific value. However… (More)
Is this relevant?
2012
2012
: weight of rule r : truth value of grounding g Method MAE PSL-Triadic 0.2985 0.0717 0.0944 PSL-Personality 0.2586 0.1681 0.2265… (More)
Is this relevant?
2010
2010
We introduce the concept of a decision-driven model, a probabilistic model that reasons directly over the uncertain information… (More)
  • figure 1
Is this relevant?