UMBC ebiquity

Wikitology

Status: Past project

Project Description:
Identifying topics and concepts associated with a set of documents is a task common to many applications. It can help in the annotation and categorization of documents and be used to model a person's current interests for improving search results, business intelligence or selecting appropriate advertisements. We are investigating the use of Wikipedia's articles and associated pages as a topic ontology for this purpose. The benefits of the approach are that the ontology terms are developed through a social process, maintained and kept current by the Wikipedia community, represent a consensus view, and have meaning that can be understood by reading the associated pages. We have demonstrated the use of Wikitology to improve the performance of an information retrieval system and as a source of evidence in a intra-document entity co-reference task.

Start Date: October 2007

End Date: August 2010

Principal Investigator:
Anupam Joshi

Students:
Zareen Syed

Tags: semantic web, information retrieval, wikipedia

 

There are 13 associated publications:  Hide the list...

12 Refereed Publications

2015

1. Zareen Syed et al., "Querying Large Linked Data Resources", InProceedings, 14th International Semantic Web Conference, October 2015, 182 downloads.

2. Zareen Syed et al., "UMBC_Ebiquity-SFQ: Schema Free Querying System ", InProceedings, Proceedings of the Semantic Web Evaluation Challenge, ESWC, June 2015, 192 downloads.

3. Zareen Syed et al., "Discovering and Querying Hybrid Linked Data", InProceedings, Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference , May 2015, 189 downloads.

4. Varish Mulwad, "TABEL - A Domain Independent and Extensible Framework for Inferring the Semantics of Tables", PhdThesis, University of Maryland, Baltimore County, January 2015, 428 downloads.

2010

5. Varish Mulwad et al., "T2LD: Interpreting and Representing Tables as Linked Data ", InProceedings, Proceedings of the Poster and Demonstration Session at the 9th International Semantic Web Conference, CEUR Workshop Proceedings, November 2010, 2310 downloads.

6. Mark Dredze et al., "Entity Disambiguation for Knowledge Base Population", InProceedings, Proceedings of the 23rd International Conference on Computational Linguistics, August 2010, 1140 downloads.

7. Varish Mulwad, "T2LD - An automatic framework for extracting, interpreting and representing tables as Linked Data", MastersThesis, UMBC, August 2010, 1824 downloads.

8. Zareen Syed et al., "Exploiting a Web of Semantic Data for Interpreting Tables", InProceedings, Proceedings of the Second Web Science Conference, April 2010, 3148 downloads.

9. Tim Finin et al., "Creating and Exploiting a Web of Semantic Data", InProceedings, Proceedings of the Second International Conference on Agents and Artificial Intelligence, January 2010, 3559 downloads.

2009

10. Tim Finin et al., "Using Wikitology for Cross-Document Entity Coreference Resolution", InProceedings, Proceedings of the AAAI Spring Symposium on Learning by Reading and Learning to Read, March 2009, 1965 downloads.

2008

11. Zareen Syed et al., "Wikitology: Wikipedia as an ontology", InProceedings, Proceedings of the Grace Hopper Celebration of Women in Computing Conference, October 2008.

12. Zareen Syed et al., "Wikipedia as an Ontology for Describing Documents", InProceedings, Proceedings of the Second International Conference on Weblogs and Social Media, March 2008, 7585 downloads.

1 Non-Refereed Publication

2008

1. Zareen Syed et al., "Wikitology: Using Wikipedia as an Ontology", TechReport, , February 2008, 4552 downloads.

 

There are 2 associated resources:  Hide the list...

1. Wikipedia as an ontology, Poster.

2. Wikitology: Wikipedia as an ontology, Presentation.

 

Research Areas:
 Information retrieval
 Knowledge Representation and Reasoning
 Language technology
 Semantic Web
 Social media