Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Business Ethics as Personal Ethics Read chapter Read first chapter

2016 | OriginalPaper | Chapter

Searching the Web by Meaning: A Case Study of Lithuanian News Websites

Authors : Tomas Vileiniškis, Algirdas Šukys, Rita Butkienė

Published in: Knowledge Discovery, Knowledge Engineering and Knowledge Management

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The daily growth of unstructured textual information created on the Web raises significant challenges when it comes to serving user information needs. On the other hand, evolving Semantic Web technology has influenced a wide body of research towards meaning-based text processing and information retrieval methods, that go beyond classical keyword-driven approaches. However, most of the work in the field targets English as the primary language of interest. Hence, in this paper we present a very first attempt to process unstructured Lithuanian text at the level of ontological semantics. We introduce an ontology-based semantic search framework capable of answering structured natural Lithuanian language questions, discuss its language-dependent design decisions and draw some observations from the results of a recent case study carried out over domain-specific Lithuanian web news corpus.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Exploiting Guest Preferences with Aspect-Based Sentiment Analysis for Hotel Recommendation
next chapter Piecewise Factorization for Time Series Classification
Literature
1.
Salton, G., Wong, A., Yang, C.S.: A vector space model for automatic indexing. Commun. ACM 18(11), 613–620 (1975)CrossRefMATH
2.
Carpineto, C., Romano, G.: A survey of automatic query expansion in information retrieval. ACM Comput. Surv. (CSUR) 44(1), 1 (2012)CrossRefMATH
3.
Stokoe, C., Oakes, M.P., Tait, J.: Word sense disambiguation in information retrieval revisited. In: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 159–166. ACM (2003)
4.
Mangold, C.: A survey and classification of semantic search approaches. Int. J. Metadata Semant. Ontol. 2(1), 23–34 (2007)CrossRef
5.
Ferrucci, D., Brown, E., Chu-Carroll, J., Fan, J., Gondek, D., Kalyanpur, A., Welty, C., et al.: Building Watson: an overview of the DeepQA project. AI Mag. 31(3), 59–79 (2010)
6.
Šveikauskienė, D., Telksnys, L.: Accuracy of the parsing of Lithuanian simple sentences. Inf. Technol. Control 43(4), 402–413 (2014)
7.
Kiryakov, A., Popov, B., Terziev, I., Manov, D., Ognyanoff, D.: Semantic annotation, indexing, and retrieval. Web Semant.: Sci. Serv. Agents World Wide Web 2(1), 49–79 (2004)CrossRef
8.
Castells, P., Fernandez, M., Vallet, D.: An adaptation of the vector-space model for ontology-based information retrieval. IEEE Trans. Knowl. Data Eng. 19(2), 261–272 (2007)CrossRef
9.
Fernández, M., Cantador, I., López, V., Vallet, D., Castells, P., Motta, E.: Semantically enhanced information retrieval: an ontology-based approach. Web Semant.: Sci. Serv. Agents World Wide Web 9(4), 434–452 (2011)CrossRef
10.
Lopez, V., Uren, V., Sabou, M.R., Motta, E.: Cross ontology query answering on the semantic web: an initial evaluation. In: Proceedings of the Fifth International Conference on Knowledge Capture, pp. 17–24. ACM (2009)
11.
Zinkevičius, V.: Lemuoklis–morfologinei analizei. Darbai ir dienos 24, 245–274 (2000)
12.
Šveikauskienė, D.: Formal description of the syntax of the Lithuanian language. Inf. Technol. Control 34(3), 1–12 (2005)MATH
13.
Kapociute-Dzikiene, J., Nivre, J., Krupavicius, A.: Lithuanian dependency parsing with rich morphological features. In: Fourth Workshop on Statistical Parsing of Morphologically Rich Languages, p. 12 (2013)
14.
Krilavičius, T., Medelis, Ž., Kapočiūtė-Dzikienė, J., Žalandauskas, T.: News media analysis using focused crawl and natural language processing: case of Lithuanian news websites. In: Skersys, T., Butleris, R., Butkiene, R. (eds.) ICIST 2012. CCIS, vol. 319, pp. 48–61. Springer, Heidelberg (2012). doi:10.​1007/​978-3-642-33308-8_​5 CrossRef
15.
Amardeilh, F.: Semantic annotation and ontology population. In: Semantic Web Engineering in the Knowledge Society, 424 p. (2008)
16.
Navigli, R., Ponzetto, S.P.: BabelNet: the automatic construction, evaluation and application of a wide-coverage multilingual semantic network. Artif. Intell. 193, 217–250 (2012)MathSciNetCrossRefMATH
17.
OMG. Semantics of Business Vocabulary and Business Rules (SBVR). Version 1.0, December 2008, OMG Document Number: formal/2008-01-02 (2008)
18.
Goedertier, S., Vanthienen, J.: A vocabulary and execution model for declarative service orchestration. In: Hofstede, A., Benatallah, B., Paik, H.-Y. (eds.) BPM 2007. LNCS, vol. 4928, pp. 496–501. Springer, Heidelberg (2008). doi:10.​1007/​978-3-540-78238-4_​50 CrossRef
19.
Damiani, E., Ceravolo, P., Fugazza, C., Reed, K.: Representing and validating digital business processes. In: Filipe, J., Cordeiro, J. (eds.) WEBIST 2007. LNBIP, vol. 8, pp. 19–32. Springer, Heidelberg (2008). doi:10.​1007/​978-3-540-68262-2_​2 CrossRef
20.
Karpovič, J., Kriščiūnienė, G., Ablonskis, L., Nemuraitė, L.: The comprehensive mapping of semantics of business vocabulary and business rules (SBVR) to OWL 2 ontologies. Inf. Technol. Control 43(3), 289–302 (2014)
21.
Sukys, A., Nemuraite, L., Paradauskas, B., Sinkevicius, E.: Transformation framework for SBVR based semantic queries in business information systems. In: The Second International Conference on Business Intelligence and Technology, BUSTECH 2012, pp. 19–24 (2012)
22.
Sukys, A., Nemuraite, L., Paradauskas, B.: Representing and transforming SBVR question patterns into SPARQL. In: Skersys, T., Butleris, R., Butkiene, R. (eds.) ICIST 2012. CCIS, vol. 319, pp. 436–451. Springer, Heidelberg (2012). doi:10.​1007/​978-3-642-33308-8_​36 CrossRef
23.
Bernotaityte, G., Nemuraite, L., Butkiene, R., Paradauskas, B.: Developing SBVR vocabularies and business rules from OWL2 ontologies. In: Skersys, T., Butleris, R., Butkiene, R. (eds.) ICIST 2013. CCIS, vol. 403, pp. 134–145. Springer, Heidelberg (2013). doi:10.​1007/​978-3-642-41947-8_​13 CrossRef
24.
Shekarpour, S., Marx, E., Ngomo, A.C.N., Auer, S.: Sina: semantic interpretation of user queries for question answering on interlinked data. Web Semant.: Sci. Serv. Agents World Wide Web 30, 39–51 (2015)CrossRef
25.
Yao, X., Van Durme, B.: Information extraction over structured data: question answering with freebase. In: Proceedings of ACL (2014)
Metadata
Title
Searching the Web by Meaning: A Case Study of Lithuanian News Websites
Authors
Tomas Vileiniškis
Algirdas Šukys
Rita Butkienė
Copyright Year
2016
Book
Knowledge Discovery, Knowledge Engineering and Knowledge Management

Print ISBN: 978-3-319-52757-4

Electronic ISBN: 978-3-319-52758-1

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-3-319-52758-1_4