Assessing agreement on classification tasks: the kappa statistic
Computational Linguistics
Towards text knowledge engineering
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Learning Information Extraction Rules for Semi-Structured and Free Text
Machine Learning - Special issue on natural language learning
SIGDOC '86 Proceedings of the 5th annual international conference on Systems documentation
Natural language processing and knowledge representation
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
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
KAON - Towards a Large Scale Semantic Web
EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies
Extracting Patterns and Relations from the World Wide Web
WebDB '98 Selected papers from the International Workshop on The World Wide Web and Databases
Text Mining for Causal Relations
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
GETESS - Searching the Web Exploiting German Texts
CIA '99 Proceedings of the Third International Workshop on Cooperative Information Agents III
SemTag and seeker: bootstrapping the semantic web via automated semantic annotation
WWW '03 Proceedings of the 12th international conference on World Wide Web
Bottom-up relational learning of pattern matching rules for information extraction
The Journal of Machine Learning Research
A corpus-based investigation of definite description use
Computational Linguistics
Unsupervised learning of soft patterns for generating definitions from online news
Proceedings of the 13th international conference on World Wide Web
Web-scale information extraction in knowitall: (preliminary results)
Proceedings of the 13th international conference on World Wide Web
Towards the self-annotating web
Proceedings of the 13th international conference on World Wide Web
Automatic acquisition of hyponyms from large text corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
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
Fine grained classification of named entities
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Methods for domain-independent information extraction from the web: an experimental comparison
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Adaptive information extraction from text by rule induction and generalisation
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Corpus-based thesaurus construction for image retrieval in specialist domains
ECIR'03 Proceedings of the 25th European conference on IR research
Proceedings of the 3rd international conference on Knowledge capture
POLYPHONET: an advanced social network extraction system from the web
Proceedings of the 15th international conference on World Wide Web
Exploring social annotations for the semantic web
Proceedings of the 15th international conference on World Wide Web
Optimizing scoring functions and indexes for proximity search in type-annotated corpora
Proceedings of the 15th international conference on World Wide Web
Combining linguistic and statistical analysis to extract relations from web documents
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic computation of semantic proximity using taxonomic knowledge
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
IEEE Transactions on Knowledge and Data Engineering
P-TAG: large scale automatic generation of personalized annotation tags for the web
Proceedings of the 16th international conference on World Wide Web
Magpie: Experiences in supporting Semantic Web browsing
Web Semantics: Science, Services and Agents on the World Wide Web
Semantic verification in an online fact seeking environment
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
POLYPHONET: An advanced social network extraction system from the Web
Web Semantics: Science, Services and Agents on the World Wide Web
Discovering semantic biomedical relations utilizing the Web
ACM Transactions on Knowledge Discovery from Data (TKDD)
A Hybrid Technique for English-Chinese Cross Language Information Retrieval
ACM Transactions on Asian Language Information Processing (TALIP)
Automatically refining the wikipedia infobox ontology
Proceedings of the 17th international conference on World Wide Web
Information extraction from Wikipedia: moving down the long tail
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
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
Supporting the Construction of Spanish Legal Ontologies with Text2Onto
Computable Models of the Law
Automatic Extraction of Pedagogic Metadata from Learning Content
International Journal of Artificial Intelligence in Education
Annotating Documents by Wikipedia Concepts
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
On2L: a framework for incremental ontology learning in spoken dialog systems
COLING ACL '06 Proceedings of the 21st International Conference on computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
From Glossaries to Ontologies: Extracting Semantic Structure from Textual Definitions
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
Information Extraction and Semantic Annotation of Wikipedia
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
Ontology based Text Annotation --OnTeA
Proceedings of the 2007 conference on Information Modelling and Knowledge Bases XVIII
Unsupervised Web-based Automatic Annotation
Proceedings of the 2008 conference on STAIRS 2008: Proceedings of the Fourth Starting AI Researchers' Symposium
Exploring models for semantic category verification
Information Systems
Exploring models for semantic category verification
Information Systems
Spinning multiple social networks for semantic web
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Instance-based ontology population exploiting named-entity substitution
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Incremental Ontology-Based Extraction and Alignment in Semi-structured Documents
DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
Scaling natural language understanding via user-driven ontology learning
ScaNaLU '06 Proceedings of the Third Workshop on Scalable Natural Language Understanding
Learning concept hierarchies from text corpora using formal concept analysis
Journal of Artificial Intelligence Research
Extracting keyphrases to represent relations in social networks from web
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Automated ontology instantiation from tabular web sources-The AllRight system
Web Semantics: Science, Services and Agents on the World Wide Web
Using multiple ontologies in information extraction
Proceedings of the 18th ACM conference on Information and knowledge management
SASL: A Semantic Annotation System for Literature
WISM '09 Proceedings of the International Conference on Web Information Systems and Mining
Semantic annotation for knowledge management: Requirements and a survey of the state of the art
Web Semantics: Science, Services and Agents on the World Wide Web
Web mediators for accessible browsing
ERCIM'06 Proceedings of the 9th conference on User interfaces for all
ALLRIGHT: automatic ontology instantiation from tabular web documents
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Empowering automatic semantic annotation in grid
PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
Pattern-based semantic tagging for ontology population
SOCASE'08 Proceedings of the 2008 AAMAS international conference on Service-oriented computing: agents, semantics, and engineering
Reflections on five years of evaluating semantic search systems
International Journal of Metadata, Semantics and Ontologies
Ontology-based information extraction: An introduction and a survey of current approaches
Journal of Information Science
Automatically generating term-frequency-induced taxonomies
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
KDTA: automated knowledge-driven text annotation
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Information Sciences: an International Journal
Ontology based information extraction from text
Knowledge-driven multimedia information extraction and ontology evolution
Towards semantic category verification with arbitrary precision
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
Ontology-Based Feature Extraction
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Automatic evaluation of ontologies (AEON)
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Study on integrating semantic applications with magpie
AIMSA'06 Proceedings of the 12th international conference on Artificial Intelligence: methodology, Systems, and Applications
Ontology-driven information extraction with ontosyphon
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Extracting relations in social networks from the web using similarity between collective contexts
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Scalable semantic annotation of text using lexical and web resources
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Ontology supported automatic generation of high-quality semantic metadata
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
A semantic web portal for semantic annotation and search
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Ontology enrichment through automatic semantic annotation of on-line glossaries
EKAW'06 Proceedings of the 15th international conference on Managing Knowledge in a World of Networks
Emergent semantics from folksonomies: a quantitative study
Journal on Data Semantics VI
Discovering a term taxonomy from term similarities using principal component analysis
EWMF'05/KDO'05 Proceedings of the 2005 joint international conference on Semantics, Web and Mining
Theoretical foundations for enabling a web of knowledge
FoIKS'10 Proceedings of the 6th international conference on Foundations of Information and Knowledge Systems
An academic search and analysis prototype for specific domain
APWeb'12 Proceedings of the 14th international conference on Web Technologies and Applications
AEON - An approach to the automatic evaluation of ontologies
Applied Ontology - Ontological Foundations of Conceptual Modelling
Exploit semantic information for category annotation recommendation in wikipedia
NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
Controlled knowledge base enrichment from web documents
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
An automatic approach for ontology-based feature extraction from heterogeneous textualresources
Engineering Applications of Artificial Intelligence
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Without the proliferation of formal semantic annotations, the Semantic Web is certainly doomed to failure. In earlier work we presented a new paradigm to avoid this: the 'Self Annotating Web', in which globally available knowledge is used to annotate resources such as web pages. In particular, we presented a concrete method instantiating this paradigm, called PANKOW (Pattern-based ANnotation through Knowledge On the Web). In PANKOW, a named entity to be annotated is put into several linguistic patterns that convey competing semantic meanings. The patterns that are matched most often on the Web indicate the meaning of the named entity --- leading to automatic or semi-automatic annotation.In this paper we present C-PANKOW (Context-driven PANKOW), which alleviates several shortcomings of PANKOW. First, by downloading abstracts and processing them off-line, we avoid the generation of large number of linguistic patterns and correspondingly large number of Google queries.Second, by linguistically analyzing and normalizing the downloaded abstracts, we increase the coverage of our pattern matching mechanism and overcome several limitations of the earlier pattern generation process. Third, we use the annotation context in order to distinguish the significance of a pattern match for the given annotation task. Our experiments show that C-PANKOW inherits all the advantages of PANKOW (no training required etc.), but in addition it is far more efficient and effective.