Conceptual structures: information processing in mind and machine
Conceptual structures: information processing in mind and machine
Fuzzy sets and applications
I3R: a new approach to the design of document retrieval systems
Journal of the American Society for Information Science
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
An outline of a general model for information retrieval systems
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
Probabilistic reasoning in expert systems: theory and algorithms
Probabilistic reasoning in expert systems: theory and algorithms
Inference networks for document retrieval
SIGIR '90 Proceedings of the 13th annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '90 Proceedings of the 13th annual international ACM SIGIR conference on Research and development in information retrieval
Logic and information
Evaluation of an inference network-based retrieval model
ACM Transactions on Information Systems (TOIS) - Special issue 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
About retrieval models and logic
The Computer Journal - Special issue on information retrieval
Probabilistic models in information retrieval
The Computer Journal - Special issue on information retrieval
A comparison of text retrieval models
The Computer Journal - Special issue on information retrieval
Probabilistic retrieval revisited
The Computer Journal - Special issue on information retrieval
Bayesian inference networks and spreading activation in hypertext systems
Information Processing and Management: an International Journal
SIGIR '93 Proceedings of the 16th 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
A learning scheme for information retrieval in hypertext
Information Processing and Management: an International Journal
Investigating aboutness axioms using information fields
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
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
On modeling information retrieval with probabilistic inference
ACM Transactions on Information Systems (TOIS)
Some inconsistencies and misidentified modeling assumptions in probabilistic information retrieval
ACM Transactions on Information Systems (TOIS)
Applying Bayesian networks to information retrieval
Communications of the ACM
Probabilistic Datalog—a logic for powerful retrieval methods
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Information calculus for information retrieval
Journal of the American Society for Information Science
A relevance terminological logic for information retrieval
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Retrieval of complex objects using a four-valued logic
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
A study of aboutness in information retrieval
Artificial Intelligence Review
An inferential approach to information retrieval and its implementation using a manual thesaurus
Artificial Intelligence Review
(invited paper) A new theoretical framework for information retrieval
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
Logical models in information retrieval: introduction and overview
Information Processing and Management: an International Journal
A study of probability kinematics in information retrieval
ACM Transactions on Information Systems (TOIS)
“Is this document relevant?…probably”: a survey of probabilistic models in information retrieval
ACM Computing Surveys (CSUR)
Using a belief revision operator for document ranking in extended Boolean models
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Information Retrieval: Uncertainty and Logics: Advanced Models for the Representation and Retrieval of Information
Neuro-Fuzzy Techniques for Intelligent Information Systems
Neuro-Fuzzy Techniques for Intelligent Information Systems
Belief Revision
Using Default Logic for Lexical Knowledge
ECSQARU/FAPR '97 Proceedings of the First International Joint Conference on Qualitative and Quantitative Practical Reasoning
Retrieval Situations and Belief Change
DEXA '00 Proceedings of the 11th International Workshop on Database and Expert Systems Applications
Intelligent Text Handling Using Default Logic
ICTAI '96 Proceedings of the 8th International Conference on Tools with Artificial Intelligence
Automatic Information Organization and Retrieval.
Automatic Information Organization and Retrieval.
A note on logic and information retrieval
MIRO'95 Proceedings of the Final conference on Multimedia Information Retrieval
Journal of the American Society for Information Science and Technology
Temporal Logic for Modeling Discovery and Logical Uncertainty
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
Knowledge and reasoning for question answering: Research perspectives
Information Processing and Management: an International Journal
Comparison of representations of multiple evidence using a functional framework for IR
SPIRE'05 Proceedings of the 12th international conference on String Processing and Information Retrieval
Is uncertain logical-matching equivalent to conditional probability?
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
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The use of logic in Information Retrieval (IR) enables one to formulate models that are more general than other well known IR models. Indeed, some logical models are able to represent, within a uniform framework, various features of IR systems, such as hypermedia links, multimedia content, and users knowledge. Logic also provides a common approach to the integration of IR systems with logical database systems. Finally, logic makes it possible to reason about an IR model and its properties. This latter possibility is becoming increasingly important since conventional evaluation methods, although good indicators of the effectiveness of IR systems, often give results which cannot be predicted, or for that matter satisfactorily explained. However, logic by itself cannot fully model IR. In determining the relevance of a document to a query the truth value or the validity of a logical formula relating the two is not enough. It is necessary to take into account the uncertainty inherent in such a formulation. This paper gives an overview of how past and current research have combined the use of logical and uncertainty theories for the formulation of more advanced models for the representation and retrieval of information.