Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
An algorithm for drawing general undirected graphs
Information Processing Letters
SIGIR '89 Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval
Inference networks for document retrieval
SIGIR '90 Proceedings of the 13th annual international ACM SIGIR conference on Research and development in information retrieval
Towards a probabilistic modal logic for semantic-based information retrieval
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
An incrementally extensible document retrieval system based on linguistic and logical principles
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
A model of information retrieval based on a terminological logic
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Probabilistic Horn abduction and Bayesian networks
Artificial Intelligence
A probabilistic terminological logic for modelling information retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Passage-level evidence in document retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Effective retrieval of structured documents
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
From structured documents to novel query facilities
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
On the use of term associations in automatic information retrieval
COLING '86 Proceedings of the 11th coference on Computational linguistics
On the mechanization of abductive logic
IJCAI'73 Proceedings of the 3rd international joint conference on Artificial intelligence
User-Tailored Planning of Mixed Initiative Information-Seeking Dialogues
User Modeling and User-Adapted Interaction
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The retrieval of complex multimedia items such as SGML-structured texts can be facilitated by means of a formal representation of knowledge about these data. These information sources must be aggregated dynamically at the time of query processing. In this paper, an interactive, probabilistic retrieval system is proposed, comprising an extended Bayesian network, a multimedia indexing component and an abductive retrieval engine. The inference process exploits and controls the index structure of the network. The prototype has been tested on a collection of SGML structured dictionary articles. An example is presented in the last section of the paper.