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AAAI
2011
12 years 5 months ago
Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation
Inspired by “GoogleTM Sets” and Bayesian sets, we consider the problem of retrieving complex objects and relations among them, i.e., ground atoms from a logical concept, given...
Marion Neumann, Babak Ahmadi, Kristian Kersting
KR
1994
Springer
13 years 9 months ago
Toward a Logic for Qualitative Decision Theory
We present a logic for representing and reasoning with qualitative statements of preference and normality and describe how these may interact in decision making under uncertainty....
Craig Boutilier
RSCTC
2000
Springer
111views Fuzzy Logic» more  RSCTC 2000»
13 years 9 months ago
Toward a Perception-Based Theory of Probabilistic Reasoning
The perception-based theory of probabilistic reasoning which is outlined in this paper is not in the traditional spirit. Its principal aim is to lay the groundwork for a radical e...
Lotfi A. Zadeh
SIGIR
2009
ACM
14 years 8 days ago
Revisiting logical imaging for information retrieval
Retrieval with Logical Imaging is derived from belief revision and provides a novel mechanism for estimating the relevance of a document through logical implication (i.e. P(q → ...
Guido Zuccon, Leif Azzopardi, C. J. van Rijsbergen
JASIS
2000
120views more  JASIS 2000»
13 years 5 months ago
Probabilistic datalog: Implementing logical information retrieval for advanced applications
In the logical approach to information retrieval (IR), retrieval is considered as uncertain inference. Whereas classical IR models are based on propositional logic, we combine Dat...
Norbert Fuhr