Utilizing linked open data sources for automatic generation of semantic metadata

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

2 Citations (Scopus)

Abstract

In this paper we present an application that can be used to automatically generate semantic metadata for tags given as simple keywords. The application that we have implemented in Java programming language creates the semantic metadata by linking the tags to concepts in different semantic knowledge bases (CrunchBase, DBpedia, Freebase, KOKO, Opencyc, Umbel and/or WordNet). The steps that our application takes in doing so include detecting possible languages, finding spelling suggestions and finding meanings from amongst the proper nouns and common nouns separately. Currently, our application supports English, Finnish and Swedish words, but other languages could be included easily if the required lexical tools (spellcheckers, etc.) are available. The created semantic metadata can be of great use in, e.g., finding and combining similar contents, creating recommendations and targeting advertisements.
Original languageEnglish
Title of host publicationMetadata and Semantic Research , MTSR 2010
PublisherSpringer
Pages78-83
ISBN (Electronic)978-3-642-16552-8
ISBN (Print)978-3-642-16551-1
DOIs
Publication statusPublished - 2010
MoE publication typeA4 Article in a conference publication
Event4th International Conference on Metadata and Semantic Research, MTSR 2010 - Alcala de Henares, Spain
Duration: 20 Oct 201022 Oct 2010

Conference

Conference4th International Conference on Metadata and Semantic Research, MTSR 2010
Abbreviated titleMTSR 2010
CountrySpain
CityAlcala de Henares
Period20/10/1022/10/10

Fingerprint

Metadata
Semantics
Java programming language

Keywords

  • metadata generation
  • semantic metadata
  • Linked Data

Cite this

Nummiaho, A., Vainikainen, S., & Melin, M. (2010). Utilizing linked open data sources for automatic generation of semantic metadata. In Metadata and Semantic Research , MTSR 2010 (pp. 78-83). Springer. Communications in Computer and Information Science, Vol.. 108 https://doi.org/10.1007/978-3-642-16552-8_8
Nummiaho, Antti ; Vainikainen, Sari ; Melin, Magnus. / Utilizing linked open data sources for automatic generation of semantic metadata. Metadata and Semantic Research , MTSR 2010. Springer, 2010. pp. 78-83 (Communications in Computer and Information Science, Vol. 108).
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title = "Utilizing linked open data sources for automatic generation of semantic metadata",
abstract = "In this paper we present an application that can be used to automatically generate semantic metadata for tags given as simple keywords. The application that we have implemented in Java programming language creates the semantic metadata by linking the tags to concepts in different semantic knowledge bases (CrunchBase, DBpedia, Freebase, KOKO, Opencyc, Umbel and/or WordNet). The steps that our application takes in doing so include detecting possible languages, finding spelling suggestions and finding meanings from amongst the proper nouns and common nouns separately. Currently, our application supports English, Finnish and Swedish words, but other languages could be included easily if the required lexical tools (spellcheckers, etc.) are available. The created semantic metadata can be of great use in, e.g., finding and combining similar contents, creating recommendations and targeting advertisements.",
keywords = "metadata generation, semantic metadata, Linked Data",
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Nummiaho, A, Vainikainen, S & Melin, M 2010, Utilizing linked open data sources for automatic generation of semantic metadata. in Metadata and Semantic Research , MTSR 2010. Springer, Communications in Computer and Information Science, vol. 108, pp. 78-83, 4th International Conference on Metadata and Semantic Research, MTSR 2010, Alcala de Henares, Spain, 20/10/10. https://doi.org/10.1007/978-3-642-16552-8_8

Utilizing linked open data sources for automatic generation of semantic metadata. / Nummiaho, Antti; Vainikainen, Sari; Melin, Magnus.

Metadata and Semantic Research , MTSR 2010. Springer, 2010. p. 78-83 (Communications in Computer and Information Science, Vol. 108).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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AB - In this paper we present an application that can be used to automatically generate semantic metadata for tags given as simple keywords. The application that we have implemented in Java programming language creates the semantic metadata by linking the tags to concepts in different semantic knowledge bases (CrunchBase, DBpedia, Freebase, KOKO, Opencyc, Umbel and/or WordNet). The steps that our application takes in doing so include detecting possible languages, finding spelling suggestions and finding meanings from amongst the proper nouns and common nouns separately. Currently, our application supports English, Finnish and Swedish words, but other languages could be included easily if the required lexical tools (spellcheckers, etc.) are available. The created semantic metadata can be of great use in, e.g., finding and combining similar contents, creating recommendations and targeting advertisements.

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Nummiaho A, Vainikainen S, Melin M. Utilizing linked open data sources for automatic generation of semantic metadata. In Metadata and Semantic Research , MTSR 2010. Springer. 2010. p. 78-83. (Communications in Computer and Information Science, Vol. 108). https://doi.org/10.1007/978-3-642-16552-8_8