Abstract
In order to publish information extracted from language-specific pages of Wikipedia in a structured way, the Semantic Web community has started an effort of internationalization of DBpedia. Language-specific DBpedia chapters can contain very different information from one language to another; in particular, they provide more details on certain topics or fill information gaps. Language-specific DBpedia chapters are well connected through instance interlinking, extracted from Wikipedia. An alignment between properties is also carried out by DBpedia contributors as a mapping from the terms in Wikipedia to a common ontology, enabling the exploitation of information coming from language-specific DBpedia chapters. However, the mapping process is currently incomplete, it is time-consuming as it is performed manually, and it may lead to the introduction of redundant terms in the ontology. In this chapte, we first propose an approach to automatically extend the existing alignments, and we then present an extension of QAKiS, a system for Question Answering over Linked Data that allows to query language-specific DBpedia chapters relying on the abovementioned property alignment. In the current version of QAKiS, English, French, and German DBpedia chapters are queried using a natural language interface.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
- 2.
For an overview, see Trojahn et al. (this volume).
- 3.
Currently a hot topic, see the Multilingual Question Answering over Linked Data challenge (QALD-3 and 4) http://greententacle.techfak.uni-bielefeld.de/~cunger/qald/index.php?x=home.
- 4.
For simplification, we use here the shorthand propEn: for http://en.dbpedia.org/property/ and dbo: for http://dbpedia.org/ontology/.
- 5.
On the wiki http://mappings.dbpedia.org.
- 6.
A demo is available at http://qakis.org/qakis2/.
- 7.
Gerber et al. (this volume) describe another framework (i.e., BOA) to address the challenge of extracting structured data as RDF from unstructured data.
- 8.
- 9.
The obtained set of transformed questions is available at http://qakis.org/qakis2/.
- 10.
References
Adar, E., Skinner, M., & Weld, D. S. (2009). Information arbitrage across multi-lingual Wikipedia. In Proceedings of the Second ACM International Conference on Web Search and Data Mining (WSDM) (pp. 94–103). New York: ACM.
Aprosio, A. P., Giuliano, C., & Lavelli, A. (2013). Towards an automatic creation of localized versions of DBpedia. In Proceedings of the International Semantic Web Conference (ISWC) (pp. 494–509).
Bizer, C., Lehmann, J., Kobilarov, G., Auer, S., Becker, C., Cyganiak, R., et al. (2009). DBpedia: A crystallization point for the Web of Data. Web Semantics, 7(3), 154–165.
Bouma, G. (2010). Cross-lingual ontology alignment using EuroWordNet and Wikipedia. In Proceedings of the Language Resources and Evaluation Conference (LREC).
Bouma, G., Duarte, S., & Islam, Z. (2009). Cross-lingual alignment and completion of Wikipedia templates. In Proceedings of the Third International Workshop on Cross Lingual Information Access: Addressing the Information Need of Multilingual Societies (CLIAWS3) (pp. 21–29). Stroudsburg, PA, USA: Association for Computational Linguistics.
Buitelaar, P., Choi, K.-S., Cimiano, P., & Hovy, E. H. (2013). The multilingual semantic Web (Dagstuhl Seminar 12362). Dagstuhl Reports, 2(9), 15–94.
Cabrio, E., Cojan, J., Palmero, A., Magnini, B., Lavelli, A., & Gandon, F. (2012). QAKiS: An open domain QA system based on relational patterns. In Proceedings of the International Semantic Web Conference (ISWC Demos).
Cabrio, E., Cojan, J., Villata, S., & Gandon, F. (2013). Hunting for Inconsistencies in Multilingual DBpedia with QAKiS. In Proceedings of the International Semantic Web Conference (ISWC Posters & Demos) (pp. 69–72).
Damljanovic, D., Agatonovic, M., & Cunningham, H. (2012). FREyA: An interactive way of querying linked data using natural language. In Proceedings of the 8th International Conference on the Semantic Web (ESWC) (pp. 125–138). Berlin: Springer.
Kontokostas, D., Bratsas, C., Auer, S., Hellmann, S., Antoniou, I., & Metakides, G. (2012). Internationalization of linked data: The case of the Greek DBpedia edition. Web Semantics: Science, Services and Agents on the World Wide Web, 15, 51–61.
Lopez, V., Uren, V. S., Sabou, M., & Motta, E. (2009). Cross ontology query answering on the semantic Web: An initial evaluation. In Proceedings of the 5th International Conference on Knowledge Capture (K-CAP) (pp. 17–24).
Lopez, V., Uren, V. S., Sabou, M., & Motta, E. (2011). Is question answering fit for the semantic web? A survey. Semantic Web, 2(2), 125–155.
Mahendra, R., Wanzare, L., Bernardi, R., Lavelli, A., & Magnini, B. (2011). Acquiring relational patterns from Wikipedia: A case study. In Proceedings of the 5th Language and Technology Conference (LTC).
Rahm, E., & Bernstein, P. A. (2001). A survey of approaches to automatic schema matching. The VLDB Journal, 10(4), 334–350.
Rinser, D., Lange, D., & Naumann, F. (2013). Cross-lingual entity matching and infobox alignment in Wikipedia. Information Systems, 38(6), 887–907.
Shvaiko, P., & Euzenat, J. (2013). Ontology matching: State of the art and future challenges. IEEE Transactions on Knowledge and Data Engineering, 25(1), 158–176.
Tacchini, E., Schultz, A., & Bizer, C. (2009). Experiments with Wikipedia cross-language data fusion. In CEUR Workshop Proceedings ISSN 1613-0073 (Vol. 449).
Unger, C., Bühmann, L., Lehmann, J., Ngonga Ngomo, A. -C., Gerber, D., & Cimiano, P. (2012). Template-based question answering over RDF Data. In Proceedings of the 21st International Conference on World Wide Web (WWW) (pp. 639–648). New York, NY, USA: ACM.
Unger, C., & Cimiano, P. (2011). Pythia: Compositional meaning construction for ontology-based Question Answering on the Semantic Web. In Proceedings of the 16th International Conference on Applications of Natural Language to Information Systems (NLDB) (pp. 153–160).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Cabrio, E., Cojan, J., Gandon, F. (2014). Mind the Cultural Gap: Bridging Language-Specific DBpedia Chapters for Question Answering. In: Buitelaar, P., Cimiano, P. (eds) Towards the Multilingual Semantic Web. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-43585-4_9
Download citation
DOI: https://doi.org/10.1007/978-3-662-43585-4_9
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-662-43584-7
Online ISBN: 978-3-662-43585-4
eBook Packages: Computer ScienceComputer Science (R0)