Difference between revisions of "BLOOMS"
From Knoesis wiki
(→Evaluation) |
|||
| Line 6: | Line 6: | ||
== Evaluation == | == Evaluation == | ||
| − | |||
We performed a comprehensive evaluation of BLOOMS using third party datasets and other state-of-the-art systems in ontology matching. More specifically, BLOOMS has been evaluated in two different ways. | We performed a comprehensive evaluation of BLOOMS using third party datasets and other state-of-the-art systems in ontology matching. More specifically, BLOOMS has been evaluated in two different ways. | ||
| − | |||
*We examined the ability of BLOOMS to serve as a general purpose ontology matching system, by comparing it with other systems on the [http://oaei.ontologymatching.org/ Ontology Alignment Evaluation Initiative (OAEI)] benchmarks. | *We examined the ability of BLOOMS to serve as a general purpose ontology matching system, by comparing it with other systems on the [http://oaei.ontologymatching.org/ Ontology Alignment Evaluation Initiative (OAEI)] benchmarks. | ||
Revision as of 16:12, 30 June 2010
BLOOMS is an ontology alignment system based on the idea of bootstrapping information already present on the LOD cloud. It was developed particularly for Linked Open Data schema alignment.
To obtain more information about BLOOMS, please have a look at our paper Ontology Alignment for Linked Open Data.
We will have more content on this page by 5th of July.
Evaluation
We performed a comprehensive evaluation of BLOOMS using third party datasets and other state-of-the-art systems in ontology matching. More specifically, BLOOMS has been evaluated in two different ways.
- We examined the ability of BLOOMS to serve as a general purpose ontology matching system, by comparing it with other systems on the Ontology Alignment Evaluation Initiative (OAEI) benchmarks.
- Secondly, we evaluated BLOOMS for the purpose of LOD schema integration and compared it with other systems for ontology matching on LOD schema alignment.
BLOOMS Team
- Prateek Jain
- Pascal Hitzler
- Amit P. Sheth
- Kunal Verma
- Peter Z. Yeh
BLOOMS is an acronym for Bootstrapping-based Linked Open Data Ontology Matching System.
