Abstract
This paper describes GoNTogle, a framework for document annotation and retrieval, built on top of Semantic Web and IR technologies. GoNTogle supports ontology-based annotation for documents of several formats, in a fully collaborative environment. It provides both manual and automatic annotation mechanisms. Automatic annotation is based on a learning method that exploits user annotation history and textual information to automatically suggest annotations for new documents. GoNTogle also provides search facilities beyond the traditional keyword-based search. A flexible combination of keyword-based and semantic-based search over documents is proposed in conjunction with advanced ontology-based search operations. The proposed methods are implemented in a fully functional tool and their effectiveness is experimentally validated.
Access provided by Autonomous University of Puebla. Download to read the full chapter text
Chapter PDF
Similar content being viewed by others
Keywords
References
Mitchell, T.M.: Machine Learning. WCB/McGraw-Hill (1997)
Handschuh, S., Staab, S. (eds.): Annotation for the Semantic Web. IOS Press, Amsterdam (2003)
Agosti, M., Ferro, N.: A Formal Model of Annotations of Digital Content. ACM Transactions on Information Systems (TOIS) 26(1), 3:1–3:57 (2008)
Agosti, M., Albrechtsen, H., Ferro, N., Frommholz, I., Hansen, P., et al.: DiLAS: a digital library annotation service. In: Proc. of IWAC 2005 (2005)
Haslhofer, B., Jochum, W., King, R., Sadilek, C., Schellner, K.: The LEMO annotation framework: weaving multimedia annotations with the web. JODL 10(1), 15–32 (2009)
Reeve, L., Han, H.: Survey of semantic annotation platforms. In: Proc. of the ACM Symposium on Applied Computing 2005 (2005)
Uren, V.S., Cimiano, P., Iria, J., Handschuh, S., Vargas-Vera, M., Motta, E., Ciravegna, F.: Semantic annotation for knowledge management: Requirements and a survey of the state of the art. Journal of Web Semantics 4 (2006)
Kiyavitskaya, N., Zeni, N., Cordy, J.R., Mich, L., Mylopoulos, J.: Cerno: Light-weight tool support for semantic annotation of textual documents. Data Knowl. Eng. (DKE) 68(12) (2009)
Hogue, A., Karger, D.: Thresher: automating the unwrapping of semantic content from the World Wide Web. In: Proc. of WWW 2005 (2005)
Cimiano, P., Handschuh, S., Staab, S.: Towards the self-annotating web. In: Proc. of WWW 2004 (2004)
Dill, S., Eiron, N., Gibson, D., Gruhl, D., Guha, R., Jhingran, A., Kanungo, T., McCurley, K.S., Rajagopalan, S., Tomkins, A., Tomlin, J.A., Zien, J.Y.: A Case for Automated Large-Scale Semantic Annotation. Journal of Web Semantics 1(1) (2003)
SMORE: Create OWL Markup for HTML Web Pages, http://www.mindswap.org/2005/SMORE/
Handschuh, S., Staab, S., Ciravegna, F.: S-CREAM: Semi-automatic CREAtion of Metadata. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473, p. 358. Springer, Heidelberg (2002)
Vargas-Vera, M., Motta, E., Domingue, J., Lanzoni, M., et al.: MnM: Ontology Driven Semi-automatic and Automatic Support for Semantic Markup. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473, p. 379. Springer, Heidelberg (2002)
Cunningham, H., Maynard, D., Bontcheva, K., Tablan, V.: GATE: A Framework and Graphical Development Environment for Robust NLP Tools and Applications. In: Proc. of the ACL 2002 (2002)
Kiryakov, A., Popov, B., Terziev, I., Manov, D., Ognyanoff, D.: Semantic annotation, indexing, and retrieval. Journal of Web Semantics 2(1) (2004)
Chakravarthy, A., Lanfranchi, V., Ciravegna, F.: Cross-media document annotation and enrichment. In: 1st Semantic Authoring and Annotation Workshop 2006 (2006)
Eriksson, H.: An annotation tool for semantic documents. In: Franconi, E., Kifer, M., May, W. (eds.) ESWC 2007. LNCS, vol. 4519, pp. 759–768. Springer, Heidelberg (2007)
Tallis, M.: SemanticWord processing for content authors. In: Proc. of the Knowledge Markup and Semantic Annotation Workshop 2003 (2003)
Mangold, C.: A survey and classification of semantic search approaches. Int. J. Metadata Semantics and Ontology 2(1) (2007)
Bhagdev, R., Chapman, S., Ciravegna, F., Lanfranchi, V., Petrelli, D.: Hybrid search: Effectively combining keywords and semantic searches. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 554–568. Springer, Heidelberg (2008)
Giunchiglia, F., Kharkevich, U., Zaihrayeu, I.: Concept search. In: Aroyo, L., Traverso, P., Ciravegna, F., Cimiano, P., Heath, T., Hyvönen, E., Mizoguchi, R., Oren, E., Sabou, M., Simperl, E. (eds.) ESWC 2009. LNCS, vol. 5554, pp. 429–444. Springer, Heidelberg (2009)
Giannopoulos, G., Bikakis, N., Dalamagas, T., Sellis, T.: GoNTogle: A Tool for Semantic Annotation and Search. In: Proc. of the ESWC 2010 (Demo)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Bikakis, N., Giannopoulos, G., Dalamagas, T., Sellis, T. (2010). Integrating Keywords and Semantics on Document Annotation and Search. In: Meersman, R., Dillon, T., Herrero, P. (eds) On the Move to Meaningful Internet Systems, OTM 2010. OTM 2010. Lecture Notes in Computer Science, vol 6427. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16949-6_19
Download citation
DOI: https://doi.org/10.1007/978-3-642-16949-6_19
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-16948-9
Online ISBN: 978-3-642-16949-6
eBook Packages: Computer ScienceComputer Science (R0)