Knowledge engineering: principles and methods
Data & Knowledge Engineering - Special jubilee issue: DKE 25
Phrase recognition and expansion for short, precision-biased queries based on a query log
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
User-Centred Ontology Learning for Knowledge Management
NLDB '02 Proceedings of the 6th International Conference on Applications of Natural Language to Information Systems-Revised Papers
Text Mining for Causal Relations
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference
Automatic acquisition of hyponyms from large text corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Clustering verbs semantically according to their alternation behaviour
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Swoogle: a search and metadata engine for the semantic web
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Finding parts in very large corpora
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
ACM SIGKDD Explorations Newsletter
Unsupervised named-entity extraction from the web: an experimental study
Artificial Intelligence
Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites
Computational Linguistics
Using the web to overcome data sparseness
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Automatic discovery of synonyms and lexicalizations from the Web
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Identifying concept attributes using a classifier
DeepLA '05 Proceedings of the ACL-SIGLEX Workshop on Deep Lexical Acquisition
Automatically learning qualia structures from the web
DeepLA '05 Proceedings of the ACL-SIGLEX Workshop on Deep Lexical Acquisition
Processing natural language without natural language processing
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
RelExt: a tool for relation extraction from text in ontology extension
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Finding instance names and alternative glosses on the web: wordnet reloaded
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
New research directions for data and knowledge engineering: A philosophy of language approach
Data & Knowledge Engineering
Natural Language-Based Approach for Helping in the Reuse of Ontology Design Patterns
EKAW '08 Proceedings of the 16th international conference on Knowledge Engineering: Practice and Patterns
Semantic information integration and question answering based on pervasive agent ontology
Expert Systems with Applications: An International Journal
Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Supporting the discovery and labeling of non-taxonomic relationships in ontology learning
Expert Systems with Applications: An International Journal
Discovery and evaluation of non-taxonomic relations in domain ontologies
International Journal of Metadata, Semantics and Ontologies
Cerno: Light-weight tool support for semantic annotation of textual documents
Data & Knowledge Engineering
Computing Knowledge-Based Semantic Similarity from the Web: An Application to the Biomedical Domain
KSEM '09 Proceedings of the 3rd International Conference on Knowledge Science, Engineering and Management
A methodology to learn ontological attributes from the Web
Data & Knowledge Engineering
Refining non-taxonomic relation labels with external structured data to support ontology learning
Data & Knowledge Engineering
Evaluating ontology extraction tools using a comprehensive evaluation framework
Data & Knowledge Engineering
Learning semantic n-ary relations from Wikipedia
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Discovery of relation axioms from the web
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
Ontology-based information content computation
Knowledge-Based Systems
Agent-based platform to support the execution of parallel tasks
Expert Systems with Applications: An International Journal
Enhancement of domain ontology construction using a crystallizing approach
Expert Systems with Applications: An International Journal
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
GRAONTO: A graph-based approach for automatic construction of domain ontology
Expert Systems with Applications: An International Journal
Ontology learning from biomedical natural language documents using UMLS
Expert Systems with Applications: An International Journal
ONTECTAS: bridging the gap between collaborative tagging systems and structured data
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
Automated construction of domain ontology taxonomies from wikipedia
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II
Contextual ontology module learning from web snippets and past user queries
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Rule-based personalized comparison shopping including delivery cost
Electronic Commerce Research and Applications
Learning relation axioms from text: An automatic Web-based approach
Expert Systems with Applications: An International Journal
Journal of Biomedical Informatics
Ontology-based semantic similarity: A new feature-based approach
Expert Systems with Applications: An International Journal
Journal of Biomedical Informatics
Ontology learning from text: A look back and into the future
ACM Computing Surveys (CSUR)
Preventing automatic user profiling in Web 2.0 applications
Knowledge-Based Systems
Topological analysis of knowledge maps
Knowledge-Based Systems
A semantic similarity method based on information content exploiting multiple ontologies
Expert Systems with Applications: An International Journal
Semantic similarity estimation from multiple ontologies
Applied Intelligence
A semantic role labelling-based framework for learning ontologies from Spanish documents
Expert Systems with Applications: An International Journal
Multimedia Tools and Applications
Construction of Domain Ontologies: Sourcing the World Wide Web
International Journal of Intelligent Information Technologies
An automatic approach for ontology-based feature extraction from heterogeneous textualresources
Engineering Applications of Artificial Intelligence
A method for the acquisition of ontology-based user profiles
Advances in Engineering Software
Ontology-based blog collection and profile-based personalised ranking
International Journal of Computer Applications in Technology
| Hi-index | 0.01 |
In recent years, much effort has been put in ontology learning. However, the knowledge acquisition process is typically focused in the taxonomic aspect. The discovery of non-taxonomic relationships is often neglected, even though it is a fundamental point in structuring domain knowledge. This paper presents an automatic and unsupervised methodology that addresses the non-taxonomic learning process for constructing domain ontologies. It is able to discover domain-related verbs, extract non-taxonomically related concepts and label relationships, using the Web as corpus. The paper also discusses how the obtained relationships can be automatically evaluated against WordNet and presents encouraging results for several domains.