Applications of Influence Diagrams to Information Retrieval

author: Juan F. Huete, University of Granada

Categories

Top: Computer Science: Information Retrieval

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*Slides*
0:01	Applications of Influence Diagrams to Information Retrieval
0:02	Outline
0:59	Structured Information Retrieval
1:06	Structured Information Retrieval
1:18	Structured Information Retrieval
1:33	Structured Information Retrieval
1:36	Structured Information Retrieval
1:55	Structured Information Retrieval
2:01	Structured Information Retrieval
2:12	Structured Information Retrieval
2:23	Structured Information Retrieval
2:32	Bayesian Networks
2:37	Bayesian Networks
2:45	Bayesian Networks
2:54	Bayesian Networks
2:59	Bayesian Networks
3:10	Bayesian Networks
3:28	Bayesian Networks
3:48	Bayesian Networks
3:50	IR models based on Bayesian nets
4:14	IR models based on Bayesian nets
4:32	IR models based on Bayesian nets
4:37	Structured IR models based on BNs
5:12	Structured IR models based on BNs
6:40	Why probabilities are not enough?
7:08	Why probabilities are not enough?
8:24	Why probabilities are not enough?
8:58	Influence diagrams
9:50	Influence diagrams
10:49	Influence diagrams
11:33	Influence diagrams: Examples
12:08	Influence diagrams: Examples
12:51	Influence diagrams: Examples
14:05	Building ID for Structured IR
14:20	Building ID for Structured IR (2)
15:16	Building ID for Structured IR (3)
15:29	Building ID for Structured IR (4)
16:49	Building ID for Structured IR (5)
17:09	ID for Structured IR
17:12	Specifying Probabilities and Utilities
17:15	Solving ID: Inference
17:58	Solving ID: Inference
18:17	Solving ID: Inference
18:21	Reducing the set of valid strategies
18:39	Splitting into local Influence Diagrams
18:49	Splitting into local Influence Diagrams
19:08	Splitting into local Influence Diagrams
19:25	Splitting into local Influence Diagrams
19:27	Splitting into local Influence Diagrams
19:30	Summarizing
20:02	Conclusions

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