scholarly journals A Linguistically Motivated Probabilistic Model of Information Retrieval

1998 ◽  
pp. 569-584 ◽  
Author(s):  
Djoerd Hiemstra
Keyword(s):  
Information Retrieval ◽  
Probabilistic Model

A probabilistic model of information retrieval: development and comparative experiments

2000 ◽  
Vol 36 (6) ◽  
pp. 809-840 ◽  
Author(s):  
K Sparck Jones ◽  
S Walker ◽  
S.E Robertson
Keyword(s):  
Information Retrieval ◽  
Probabilistic Model

A TREATMENT OF USEFULNESS OF KEYWORDS IN FUZZY REQUESTS FOR AN INFORMATION RETRIEVAL SYSTEM WITH BAYESIAN NETWORKS

1999 ◽  
Vol 07 (04) ◽  
pp. 399-406
Author(s):  
KENJI SAITO ◽  
HIROYUKI SHIOYA ◽  
TSUTOMU DA-TE
Keyword(s):  
Information Retrieval ◽  
Bayesian Network ◽  
Maximum Entropy ◽  
Probabilistic Model ◽  
Retrieval System ◽  
Maximum Entropy Principle ◽  
Document Retrieval ◽  
Information Retrieval System ◽  
Retrieval Method ◽  
Entropy Principle

We improve a document retrieval method based on the so-called maximum entropy principle proposed by Cooper, and show how to implement this system on a Bayesian network. A Bayesian network is a probabilistic model for expressing probabilistic relations among random variables. We show advantages of a document retrieval system on a Bayesian network in comparison with Cooper's system. The original document retrieval system based on the maximum entropy principle has a drawback: a result of retrieval can not be obtained in some cases. In this paper, we resolve this drawback by fuzzification of user retrieval requests.

scholarly journals A probabilistic model to exploit user expectations in XML information retrieval

2017 ◽  
Vol 53 (1) ◽  
pp. 87-105 ◽  
Author(s):  
Fouad Dahak ◽  
Mohand Boughanem ◽  
Amar Balla
Keyword(s):  
Information Retrieval ◽  
Probabilistic Model ◽  
User Expectations

A probabilistic model of information retrieval: development and comparative experiments

2000 ◽  
Vol 36 (6) ◽  
pp. 779-808 ◽  
Author(s):  
K. Sparck Jones ◽  
S. Walker ◽  
S.E. Robertson
Keyword(s):  
Information Retrieval ◽  
Probabilistic Model

A Probabilistic Model for Information Retrieval by Mining User Behaviors

2016 ◽  
Vol 8 (3) ◽  
pp. 494-504 ◽  
Author(s):  
Fei Cai ◽  
Honghui Chen
Keyword(s):  
Information Retrieval ◽  
Probabilistic Model ◽  
User Behaviors
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