The subworld concept lexicon and the lexicon management system
Computational Linguistics - Special issue of the lexicon
KITTEN: knowledge initiation and transfer tools for experts and novices
International Journal of Man-Machine Studies - Special Issue: Knowledge Acquisition for Knowledge-based Systems. Part 5
Information extraction and text summarization using linguistic knowledge acquisition
Information Processing and Management: an International Journal
Semi-automatic acquisition of conceptual structure from technical texts
International Journal of Man-Machine Studies
Instance-Based Learning Algorithms
Machine Learning
Automatic acquisition of word meaning from context
Automatic acquisition of word meaning from context
A model of creative understanding
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Concurrent, object-oriented natural language parsing: the ParseTalk model
International Journal of Human-Computer Studies - Special issue: object-oriented approaches in artificial intelligence and human-computer interaction
A description classifier for the predicate calculus
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Introduction to knowledge systems
Introduction to knowledge systems
Knowledge Acquisition and Machine Learning
Knowledge Acquisition and Machine Learning
Learning from texts - a terminological metareasoning perspective
Connectionist, Statistical, and Symbolic Approaches to Learning for Natural Language Processing
A Terminological Qualification Calculus for Preferential Reasoning under Uncertainty
KI '96 Proceedings of the 20th Annual German Conference on Artificial Intelligence: Advances in Artificial Intelligence
A program that figures out meanings of words from context
IJCAI'77 Proceedings of the 5th international joint conference on Artificial intelligence - Volume 1
DIRT @SBT@discovery of inference rules from text
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Progress in the development of national knowledge infrastructure
Journal of Computer Science and Technology
Extracting and sharing knowledge from medical texts
Journal of Computer Science and Technology
Ontology Learning for the Semantic Web
IEEE Intelligent Systems
Enriching web taxonomies through subject categorization of query terms from search engine logs
Decision Support Systems - Web retrieval and mining
Extending a Lexical Ontology by a Combination of Distributional Semantics Signatures
EKAW '02 Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web
An Anthropological Approach to the Discovery of Ontologies in Multi-agent Societies
Selected papers from the UKMAS Workshop on Foundations and Applications of Multi-Agent Systems
Text Understanding for Knowledge Base Generation in the SYNDIKATE System
DEXA '99 Proceedings of the 10th International Conference on Database and Expert Systems Applications
EKAW '00 Proceedings of the 12th European Workshop on Knowledge Acquisition, Modeling and Management
Learning ontologies from natural language texts
International Journal of Human-Computer Studies
Functional centering: grounding referential coherence in information structure
Computational Linguistics
Improving domain ontologies by mining semantics from text
APCCM '04 Proceedings of the first Asian-Pacific conference on Conceptual modelling - Volume 31
A text understander that learns
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Towards the self-annotating web
Proceedings of the 13th international conference on World Wide Web
The state of the art in ontology learning: a framework for comparison
The Knowledge Engineering Review
ACM SIGKDD Explorations Newsletter
Gimme' the context: context-driven automatic semantic annotation with C-PANKOW
WWW '05 Proceedings of the 14th international conference on World Wide Web
Word classification based on combined measures of distributional and semantic similarity
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 2
An overview of methods and tools for ontology learning from texts
The Knowledge Engineering Review
The SYNDIKATE text knowledge base generator
HLT '01 Proceedings of the first international conference on Human language technology research
Taxonomy learning: factoring the structure of a taxonomy into a semantic classification decision
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Learning Object Models from Semistructured Web Documents
IEEE Transactions on Knowledge and Data Engineering
AI/NLP technologies applied to spacecraft mission design
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Extracting a domain-specific ontology from a corporate intranet
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Ontology learning: state of the art and open issues
Information Technology and Management
Interactive thesaurus assessment for automatic document annotation
Proceedings of the 4th international conference on Knowledge capture
AEON - An approach to the automatic evaluation of ontologies
Applied Ontology - Ontological Foundations of Conceptual Modelling
Ontology-driven, unsupervised instance population
Web Semantics: Science, Services and Agents on the World Wide Web
Assessing thesaurus-based annotations for semantic search applications
International Journal of Metadata, Semantics and Ontologies
Extraction Process Specification for Materialized Ontology Views
Advances in Web Semantics I
NLP Techniques for Term Extraction and Ontology Population
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
Strategies for the Evaluation of Ontology Learning
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Using multiple ontologies in information extraction
Proceedings of the 18th ACM conference on Information and knowledge management
Taxonomy construction using compound similarity measure
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
Creating ontologies for content representation: the OntoSeed suite
Journal on data semantics IX
Ontology-based information extraction: An introduction and a survey of current approaches
Journal of Information Science
A semantic Case-Based Reasoning system to improve road safety
International Journal of Intelligent Information and Database Systems
Ontology refinement for improved information retrieval
Information Processing and Management: an International Journal
Journal of Biomedical Informatics
Information Sciences: an International Journal
Automatic evaluation of ontologies (AEON)
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Web scale competitor discovery using mutual information
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
On how to perform a gold standard based evaluation of ontology learning
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Ontology-driven information extraction with ontosyphon
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
Text2Onto: a framework for ontology learning and data-driven change discovery
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
DODDLE-OWL: a domain ontology construction tool with OWL
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
Creating ontologies for content representation: the OntoSeed suite
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, COA, and ODBASE - Volume Part II
A lightweight ontology learning method for chinese government documents
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
AEON - An approach to the automatic evaluation of ontologies
Applied Ontology - Ontological Foundations of Conceptual Modelling
Sense induction in folksonomies: a review
Artificial Intelligence Review
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We introduce a methodology for automating the maintenance of domain-specific taxonomies based on natural language text understanding. A given ontology is incrementally updated as new concepts are acquired from real-world texts. The acquisition process is centered around the linguistic and conceptual "quality" of various forms of evidence underlying the generation and refinement of concept hypotheses. On the basis of the quality of evidence, concept hypotheses are ranked according to credibility and the most credible ones are selected for assimilation into the domain knowledge base.