Approaches to intelligent information retrieval
Information Processing and Management: an International Journal - Artificial Intelligence and Information Retrieval
Information retrieval by constrained spreading activation in semantic networks
Information Processing and Management: an International Journal - Artificial Intelligence and Information Retrieval
Knowledge organization and access in a conceptual information system
Information Processing and Management: an International Journal - Artificial Intelligence and Information Retrieval
I3R: a new approach to the design of document retrieval systems
Journal of the American Society for Information Science
Conceptual information retrieval using RUBRIC
SIGIR '87 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval
On the use of spreading activation methods in automatic information
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Knowledge representation, connectionism and conceptual retrieval
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Linear structure in information retrieval
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Retrieving documents by plausible inference: a priliminary study
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '89 Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval
A neural network for probabilistic information retrieval
SIGIR '89 Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval
The design and implementation of an intelligent interface for information retrieval
The design and implementation of an intelligent interface for information retrieval
Retrieving documents by plausible inference: an experimental study
Information Processing and Management: an International Journal
Towards data modelling in information retrieval
Journal of Information Science
RADA—an intelligent research and development advisor
International Journal of Applied Expert Systems
Inference networks for document retrieval
SIGIR '90 Proceedings of the 13th annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to the theory of neural computation
Introduction to the theory of neural computation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations
A connectionist and symbolic hybrid for improving legal research
International Journal of Man-Machine Studies - AI and legal reasoning. Part 2
PThomas: an adaptive information retrieval system on the connection machine
Information Processing and Management: an International Journal - Special issue on parallel processing and information retrieval
Evaluation of an inference network-based retrieval model
ACM Transactions on Information Systems (TOIS) - Special issue on research and development in information retrieval
ECLAIR: an extensible class library for information retrieval
The Computer Journal - Special issue on information retrieval
Progress in the application of natural language processing to information retrieval tasks
The Computer Journal - Special issue on information retrieval
Computation of term associations by a neural network
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Information Processing and Management: an International Journal - Special issue on history of information science
COREL: a conceptual retrieval system
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
Information Retrieval
A spreading activation network model for information retrieval
A spreading activation network model for information retrieval
Adaptive information retrieval: machine learning in associative networks (connectionist, free-text, browsing, feedback)
Information Retrieval
Learning Similarity Matching in Multimedia Content-Based Retrieval
IEEE Transactions on Knowledge and Data Engineering
Fusion Approaches for Mappings between Heterogeneous Ontologies
ECDL '01 Proceedings of the 5th European Conference on Research and Advanced Technology for Digital Libraries
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The paper presents a network model that can be used toproduce conceptual and logical schemas for Information Retrievalapplications. The model has interesting adaptability characteristicsand can be instantiated in various effective ways. The paper alsoreports the results of an experimental investigation into theeffectiveness of implementing associative and adaptive retrieval onthe proposed model by means of Neural Networks. The implementationmakes use of the learning and generalisation capabilities of theBackpropagation learning algorithm to build up and use applicationdomain knowledge in a sub-symbolic form. The knowledge is acquiredfrom examples of queries and relevant documents. Three differentlearning strategies are introduced, their performance is analysed andcompared with the performance of a traditional Information Retrievalsystem.