Semantic Search Task
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A semantic search task is a search task that requires semantic analysis of the search query.
- AKA: Semantic Search.
- Context:
- It can be solved by a Semantic Search System (that implements a Semantic Search Algorithm).
- Example(s):
- …
- Counter-Example(s):
- See: Semantic Search Workshop 2010, Ontology-based Search Algorithm.
References
2010
- (Wikipedia, 2010) ⇒ http://en.wikipedia.org/wiki/Semantic_search
- Semantic search seeks to improve search accuracy by understanding searcher intent and the contextual meaning of terms as they appear in the searchable dataspace, whether on the Web or within a closed system, to generate more relevant results. Author Seth Grimes lists "11 approaches that join semantics to search"[1], and Hildebrand et al. [2] provide an overview that lists semantic search systems and identifies other uses of semantics in the search process. Guha et al. [1] distinguish two major forms of search: Navigational and Research. In navigational search, the user is using the search engine as a navigation tool to navigate to a particular intended document. Semantic Search is not applicable to navigational searches. In Research Search, the user provides the search engine with a phrase which is intended to denote an object about which the user is trying to gather/research information. There is no particular document which the user knows about that s/he is trying to get to. Rather, the user is trying to locate a number of documents which together will give him/her the information s/he is trying to find. Semantic Search lends itself well here.
2007
- (Tran et al., 2007) ⇒ Thanh Tran, Philipp Cimiano, Sebastian Rudolph, and Rudi Studer. (2007). “Ontology-based Interpretation of Keywords for Semantic Search.” In: Proceedings of the 6th International Semantic Web Conference and the 2nd Asian Semantic Web Conference (ISWC 2007 + ASWC 2007). doi:10.1007/978-3-540-76298-0_38
- … Ontology-based approaches allow for sophisticated semantic search but impose a query syntax more difficult to handle.
2006
- (Lei et al., 2006) ⇒ Yuangui Lei, Victoria Uren, and Enrico Motta. (2006). “SemSearch: A Search Engine for the Semantic Web/.” In: Proceedings of the 15th International Conference on Knowledge Engineering and Knowledge Management Managing Knowledge in a World of Networks (EKAW 2006). doi:10.1007/11891451_22
- … This paper presents SemSearch, a search engine, which pays special attention to this issue by providing several means to hide the complexity of semantic search from end users and thus make it easy to use and effective.
2003
- (Guha et al., 2003) ⇒ Ramanathan V. Guha, Rob McCool, and Eric Miller. (2003). “Semantic Search.” In: Proceedings of the 12th International Conference on World Wide Web