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Sematch: semantic entity search from knowledge graph
Citation
Zhu, Ganggao and Iglesias Fernandez, Carlos Angel (2015). Sematch: semantic entity search from knowledge graph. In: "SumPre 2015 - 1st International Workshop on Summarizing and Presenting Entities and Ontologies", 1/06/2015, Portoroz, Slovenia. pp. 1-12.
Description
| Title: | Sematch: semantic entity search from knowledge graph |
|---|---|
| Author/s: |
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| Item Type: | Presentation at Congress or Conference (Article) |
| Event Title: | SumPre 2015 - 1st International Workshop on Summarizing and Presenting Entities and Ontologies |
| Event Dates: | 1/06/2015 |
| Event Location: | Portoroz, Slovenia |
| Title of Book: | Joint Proceedings of the 1st International Workshop on Summarizing and Presenting Entities and Ontologies and the 3rd International Workshop on Human Semantic Web Interfaces (SumPre 2015, HSWI 2015) co-located with the 12th Extended Semantic Web Conferen |
| Date: | 2015 |
| Volume: | 1556 |
| Subjects: | |
| Freetext Keywords: | Entity Search, Semantic Search, Query Expansion, Semantic Similarity, Knowledge Graph |
| Faculty: | E.T.S.I. Telecomunicación (UPM) |
| Department: | Ingeniería de Sistemas Telemáticos |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Abstract
As an increasing amount of the knowledge graph is published as Linked Open Data, semantic entity search is required to develop new applications. However, the use of structured query languages such as SPARQL is challenging for non-skilled users who need to master the query language as well as acquiring knowledge of the underlying ontology of Linked Data knowledge bases. In this article, we propose the Sematch framework for entity search in the knowledge graph that combines natural language query processing, entity linking, entity type linking and semantic similarity based query expansion. The system has been validated in a dataset and a prototype has been developed that translates natural language queries into SPARQL.
Funding Projects
| Type | Code | Acronym | Leader | Title |
|---|---|---|---|---|
| FP7 | FP7-ENV-2013 Project 6038 | SmartOpenData | Unspecified | Unspecified |
More information
| Item ID: | 41776 |
|---|---|
| DC Identifier: | http://oa.upm.es/41776/ |
| OAI Identifier: | oai:oa.upm.es:41776 |
| Official URL: | http://km.aifb.kit.edu/ws/sumpre2015/paper4.pdf |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 07 May 2017 10:40 |
| Last Modified: | 07 May 2017 10:40 |
