Taxonomy to Taxonomy Interlinking Task
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An Taxonomy to Taxonomy Interlinking Task is a knowledge base matching task between a taxonomy nodes from different taxonomy databases.
- AKA: Taxonomy Record Linkage/Alignment.
- Context:
- Input: two or more Taxonomy Databases.
- output: a Taxonomy Mapping Structure (between taxonomy node records, possibly represented in an taxonomy mapping structure).
- It can be solved by a Taxonomy to Taxonomy Interlinking System (that implements a Taxonomy to Taxonomy Interlinking Algorithm)
- It can be solved by a Taxonomy Mapping System (that implements a taxonomy mapping algorithm).
- It can range from being a Heuristic Taxonomy to Taxonomy Interlinking Task to being a Supervised Taxonomy to Taxonomy Interlinking Task.
- It can range from being a Supervised Taxonomy to Taxonomy Interlinking Task to being a Manual Taxonomy to Taxonomy Interlinking Task.
- It can range from being a One-Directional Taxonomy Mapping Task to being a Two-Directional Taxonomy Mapping Task.
- It can range from being a Heuristic Taxonomy Mapping Task to being a Data-Driven Taxonomy Mapping Task (such as supervised taxonomy mapping).
- It can be supported by an Taxonomy-based Concept Mention Grounding Task.
- It can be supported by an Taxonomy-based Relation Mention Grounding Task.
- It can support a Taxonomy Merging Task (which can be supported by a Taxonomy Node-based Classification Task).
- Example(s):
- Counter-Example(s):
- See: Record Linkage Task, Integrating Data, Semantic Annotation Task.
References
2012
- http://www.wandinc.com/taxonomy-mapping.aspx
- Mapping from one classification system or taxonomy to another is helpful if you are trying to
- switch a data set from one category system to another, or
- augment the structure/synonyms/keywords/attributes of a given category schema.
- Mapping from one classification system or taxonomy to another is helpful if you are trying to
2011
- (Raunich & Rahm, 2011) ⇒ Salvatore Raunich, and Erhard Rahm. (2011). “ATOM: Automatic Target-driven Ontology Merging.” In: Proceedings of the 2011 IEEE 27th International Conference on Data Engineering. ISBN:978-1-4244-8959-6 doi:10.1109/ICDE.2011.5767871
- (Rahm, 2011) ⇒ Erhard Rahm. (2011). “Towards large-scale schema and ontology matching.” In: Schema matching and mapping.
2008
- (Dextre Clarke et al., 2008) ⇒ Stella Dextre Clarke, Alan Gilchrist, Ron Davies and Leonard Will. (2008). “Glossary of Terms Relating to Thesauri and Other Forms of Structured Vocabulary for Information Retrieval." Willpower Information
- mapping (process): the process of establishing relationships between the terms, notations or concepts of one vocabulary and those of another
2005
- (Avesani et al., 2005) ⇒ Paolo Avesani, Fausto Giunchiglia, and Mikalai Yatskevich. (2005). “A large scale taxonomy mapping evaluation.” In:$ Proceedings of The Semantic Web–ISWC 2005