Connectionism and cognitive architecture: a critical analysis
Connections and symbols
Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential
Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential
Prolog/Rex-A Way to Extend Prolog for Better Knowledge Representation
IEEE Transactions on Knowledge and Data Engineering
Incremental Syntactic Parsing of Natural Language Corpora with Simple Synchrony Networks
IEEE Transactions on Knowledge and Data Engineering
Representation and Processing of Structures with Binary Sparse Distributed Codes
IEEE Transactions on Knowledge and Data Engineering
A genetic programming based algorithm for web mining
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
A machine learning approach towards improving internet search with a question-answering system
CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Semantic web services with SOUL
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
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Determining the meaning of a sentence in a natural language requires an efficient search mechanism to find the corresponding point in a very large space of sentence meanings. Examination of large search spaces must rely on constraints to guide the search process and provide satisfactory performance. However, existing knowledge representation techniques used in AI, both classical and connectionist, do not satisfy all the requirements needed to represent adequately the semantics, whereby neither of these techniques meet satisfactorily the most important requirement - proper context representation. We propose a knowledge representation technique named Hierarchical Semantic Form that can be used, together with the Space Of Universal Links (SOUL) algorithm, to represent the semantics adequately. To check the viability of the proposed solution we have implemented a prototype Semantic Web service that provides information about flight timetables, defined in a natural language within an ordinary HTML page, using natural language queries.