Abstract
According to literature review, there are two challenges in search engines: lexical ambiguity and search results filtering. Moreover, the faceted search usually applies for structured data, rarely uses for unstructured documents. To solve the aforementioned problems, we proposed an effective method to build a faceted search for unstructured documents that utilizes wiki disambiguation data to build the semantic search space; the search is to return the most relevant results with a collaborative filtering. The faceted search also can solve the lexical ambiguity problem in current search engines.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ahlberg, C., Shneiderman, B.: Visual information seeking: tight coupling of ynamic query filters with starfield displays. In: Adelson, B., Dumais, S., Olson, J. (eds.) Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 1994), pp. 313–317. ACM, New York (1994)
Brunk, S., Heim, P.: tFacet: hierarchical faceted exploration of semantic data using well-known interaction concepts. In: proceedings of DCI 2011. CEUR-WS.org, vol. 817, pp. 31–36 (2011)
Duong, T.H., Uddin, M.N., Li, D., Jo, G.S.: A collaborative ontology-based user profiles system. In: Nguyen, N.T., Kowalczyk, R., Chen, S.-M. (eds.) ICCCI 2009. LNCS, vol. 5796, pp. 540–552. Springer, Heidelberg (2009)
Duong, T.H., Uddin, M.N., Nguyen, C.D.: Personalized semantic search using ODP: a study case in academic domain. In: Murgante, B., Misra, S., Carlini, M., Torre, C.M., Nguyen, H.-Q., Taniar, D., Apduhan, B.O., Gervasi, O. (eds.) ICCSA 2013, Part V. LNCS, vol. 7975, pp. 607–619. Springer, Heidelberg (2013)
Heim, P., Ertl, T., Ziegler, J.: Facet graphs: complex semantic querying made easy. In: Aroyo, L., Antoniou, G., Hyvönen, E., ten Teije, A., Stuckenschmidt, H., Cabral, L., Tudorache, T. (eds.) ESWC 2010, Part I. LNCS, vol. 6088, pp. 288–302. Springer, Heidelberg (2010)
Heim, P., Ziegler, J., Lohmann, S.: gFacet: a browser for the web of data. In: Proceedings of the International Workshop on Interacting with Multimedia Content in the Social Semantic Web (IMC-SSW 2008), vol. 417, pp. 49–58. CEUR-WS (2008)
Heim, P., Ziegler, J.: Faceted visual exploration of semantic data. In: Ebert, A., Dix, A., Gershon, N.D., Pohl, M. (eds.) HCIV (INTERACT) 2009. LNCS, vol. 6431, pp. 58–75. Springer, Heidelberg (2011)
Hostetter, C.: Faceted searching with Apache Solr. ApacheCon US (2006)
Nguyen, T.B., Schoepp, W., Wagner, F.: GAINS-BI: business intelligent approach for greenhouse gas and air pollution interactions and synergies information system. In: iiWAS 2008, pp. 332–338 (2008)
Nguyen, T.B., Wagner, F., Schoepp, W.: Cloud intelligent services for calculating emissions and costs of air pollutants and greenhouse gases. In: Nguyen, N.T., Kim, C.-G., Janiak, A. (eds.) ACIIDS 2011, Part I. LNCS, vol. 6591, pp. 159–168. Springer, Heidelberg (2011)
OECD Internet Economy Outlook 2012, 1st edn. [ebook] OECD (2012)
Pollitt, A.S., Smith, M., Treglown, M., Braekevelt, P.: View-based searching systems: progress towards effective disintermediation. In: proceedings of Online 1996 conference, London, England (1996)
Schraefel, M.C., Karam, M., Zhao, S.: mSpace: interaction design for user-determined, adaptable domain exploration in hypermedia. In: AH 2003: Workshop on Adaptive Hypermedia and Adaptive Web Based Systems, Nottingham, UK, pp. 217–235 (2003)
Shneiderman, B.: Dynamic queries for visual information seeking. IEEE Software 11(6), 70–77 (1994)
Tunkelang, D.: Faceted Search. Morgan & Claypool Publishers (2009)
Wagner, A., Ladwig, G., Tran, T.: Browsing-oriented semantic faceted search. In: Hameurlain, A., Liddle, S.W., Schewe, K.-D., Zhou, X. (eds.) DEXA 2011, Part I. LNCS, vol. 6860, pp. 303–319. Springer, Heidelberg (2011)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this paper
Cite this paper
Dang, D.B., Nguyen, H.S., Nguyen, T.B., Duong, T.H. (2015). A Framework of Faceted Search for Unstructured Documents Using Wiki Disambiguation. In: Núñez, M., Nguyen, N., Camacho, D., Trawiński, B. (eds) Computational Collective Intelligence. Lecture Notes in Computer Science(), vol 9330. Springer, Cham. https://doi.org/10.1007/978-3-319-24306-1_49
Download citation
DOI: https://doi.org/10.1007/978-3-319-24306-1_49
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-24305-4
Online ISBN: 978-3-319-24306-1
eBook Packages: Computer ScienceComputer Science (R0)