Not logged in.
Quick Search - Contribution
Contribution Details
| Type | Conference or Workshop Paper |
| Scope | Discipline-based scholarship |
| Published in Proceedings | Yes |
| Title | Timely Semantics: A Study of a Stream-based Ranking System for Entity Relationships |
| Organization Unit | |
| Authors |
|
| Editors |
|
| Presentation Type | paper |
| Item Subtype | Original Work |
| Refereed | Yes |
| Status | Published in final form |
| Language |
|
| Event Title | The 14th International Semantic Web Conference |
| Event Type | conference |
| Event Location | Bethlehem, PA, USA |
| Event Start Date | October 11 - 2015 |
| Event End Date | October 15 - 2015 |
| Series Name | Lecture Notes in Computer Science |
| Place of Publication | Heidelberg, Germany |
| Abstract Text | In recent years, search engines have started presenting se- mantically relevant entity information together with document search results. Entity ranking systems are used to compute recommendations for related entities that a user might also be interested to explore. Typically, this is done by ranking relationships between entities in a semantic knowledge graph using signals found in a data source as well as type annotations on the nodes and links of the graph. However, the process of producing these rankings can take a substantial amount of time. As a result, entity ranking systems typically lag behind real-world events and present relevant entities with outdated relationships to the search term or even outdated entities that should be replaced with more recent relations or entities. This paper presents a study using a real-world stream-processing based implementation of an entity ranking system, to understand the effect of data timeliness on entity rankings. We describe the system and the data it processes in detail. Using a longitudinal case-study, we demonstrate (i) that low-latency, large-scale entity relationship ranking is feasible using moderate resources and (ii) that stream-based entity ranking improves the freshness of related entities while maintaining relevance. |
| Free access at | Official URL |
| Official URL | http://iswc2015.semanticweb.org |
| Digital Object Identifier | 10.1007/978-3-319-25010-6_28 |
| Other Identification Number | merlin-id:12212 |
| PDF File |
Download from ZORA
|
| Export |
BibTeX
EP3 XML (ZORA)
|