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Towards ontology-based semantic web from data-intensive web: A reverse engineering approach

S.M. Benslimane, M. Malki, A. Lehirech
2006 IEEE International Conference on Computer Systems and Applications, 2006.  
In this context we try to propose a novel and integrated approach for migrating data-intensive web into ontology-based semantic web and thus, make the web content machine-understandable.  ...  The next generation of the web, the semantic web, seeks to make information more usable by machines by introducing a more rigorous structure based on ontology.  ...  We propose in this paper a novel approach to reverse engineering data-intensive web application into ontology-based semantic web. This paper is organized as follows.  ... 
doi:10.1109/aiccsa.2006.205177 dblp:conf/aiccsa/BenslimaneML06 fatcat:zugmnlzsavfcbg6iomnqtbn2re

Moving Towards Semantic Web: Relational Schema to Ontology

Asif Sohail Abid, Muhammad Younus Javed
2013 Journal of clean energy technologies  
There is a need to have some automated or semi automated approach for this issue as it will be hard to convert relational schema to ontology manually.  ...  Index Terms-Semantic web, R20, analysis of the schemes for R2O.  ...  The development in web technologies in past and requirement of the data intensive web pages that is mainly based on relational database are finding ways to migrate towards the semantic Web which is ontology  ... 
doi:10.7763/ijcte.2013.v5.678 fatcat:p7vxv3jstrbw5b7ri362mlvnie

Searching the deep web

Alex Wright
2008 Communications of the ACM  
Google's Deep Web search strategy has evolved from a mediated search technique that originated in Halevy's work at Transformic (which was acquired by Google in 2005), but has since evolved toward a kind  ...  labor-intensive platform will never scale to the Web as a whole.  ... 
doi:10.1145/1400181.1400187 fatcat:mubm2wldsfh5re36k7ttniiug4

Experience with a Combined Approach to Attribute-Matching Across Heterogeneous Databases [chapter]

Chris Clifton, Ed Housman, Arnon Rosenthal
1998 Data Mining and Reverse Engineering  
First, we describe a new method that was both simple and surprisingly successful: Data dictionary and catalog information were dumped to unformatted text; then off-the-shelf information retrieval software  ...  In any case, we have software that can convert them to relations, so a separate methodology is not needed. * Indeed, 'same concept' is meaningful only if one has an agreed, exhaustively documented ontology  ...  This can be a step toward establishing direct data transfers between that pair, or toward finding concepts that belong in an interchange schema.  ... 
doi:10.1007/978-0-387-35300-5_18 fatcat:v2fzh33ifbgotaa5xtskdzxs6q

Semantic Web enabled digital repositories

Dimitrios A. Koutsomitropoulos, Georgia D. Solomou, Andreas D. Alexopoulos, Theodore S. Papatheodorou
2009 International Journal on Digital Libraries  
To this end, in this article we propose a method and a practical implementation that could allow traditional metadata-intensive repositories to benefit from Semantic Web ideas and techniques.  ...  However, it is often the case that descriptive information about these assets, known as metadata, are usually semi-structured from a semantics point of view; implicit knowledge about this content may exist  ...  semantic implications and inferencebased results also from flatly organized relational data base sources is circumvented.  ... 
doi:10.1007/s00799-010-0059-z fatcat:5lhulqmydrcqldadez22xn2hzm

Semantic Web Today: From Oil Rigs to Panama Papers [article]

Rivindu Perera, Parma Nand, Boris Bacic, Wen-Hsin Yang, Kazuhiro Seki,, Radek Burget
2017 arXiv   pre-print
This change in perspective towards the web offers numerous benefits for vast amount of data intensive industries that are bound to the web and its related applications.  ...  The next leap on the internet has already started as Semantic Web. At its core, Semantic Web transforms the document oriented web to a data oriented web enriched with semantics embedded as metadata.  ...  [37] focus on reverse engineering the process by generating the image ontology from the images.  ... 
arXiv:1711.01518v1 fatcat:2zfblkjbo5enfkbzcbwwkquiue

Semantic Web in data mining and knowledge discovery: A comprehensive survey

Petar Ristoski, Heiko Paulheim
2016 Journal of Web Semantics  
Therefore, many approaches have been proposed in this area that combine Semantic Web data with the data mining and knowledge discovery process.  ...  Data Mining and Knowledge Discovery in Databases (KDD) is a research field concerned with deriving higher-level insights from data.  ...  of database reverse engineering.  ... 
doi:10.1016/j.websem.2016.01.001 fatcat:yz26fm667jbtbgzmdvd4hswopi

Reusing ontologies on the Semantic Web: A feasibility study

Elena Simperl
2009 Data & Knowledge Engineering  
Data & Knowledge Engineering 68 (2009) 905-925 j o u r n a l h o m e p a g e : w w w . e l s e v i e r . c o m / l o c a t e / d a t a k is strictly separated from software implementations and can thus  ...  could profit considerably from such an approach.  ...  Their representation using Semantic Web languages can be achieved only with the help of tools that are able to extract ontological concepts from data bases, XML schemas, or Web-published taxonomies.  ... 
doi:10.1016/j.datak.2009.02.002 fatcat:l2mi27fkyvfarkrcksihy6newi

Unveiling the hidden bride: deep annotation for mapping and migrating legacy data to the Semantic Web

Raphael Volz, Siegfried Handschuh, Steffen Staab, Ljiljana Stojanovic, Nenad Stojanovic
2004 Journal of Web Semantics  
We describe a framework of metadata creation where web pages are generated from a database and the database owner is cooperatively participating in the Semantic Web.  ...  From this annotation, one may execute data mapping and/or migration steps and, thus, prepare the data for use in the Semantic Web.  ...  We gratefully thank Leo Meyer, Dirk Wenke (Ontoprise), Gert Pache, and our colleagues at AIFB and FZI, for discussions and implementations that contributed toward the deep annotation prototype described  ... 
doi:10.1016/j.websem.2003.11.005 fatcat:2hfsn7ynujbwnpkvyjrx2ykdsy

Interlinking the Social Web with Semantics

U. Bojars, J.G. Breslin, V. Peristeras, G. Tummarello, S. Decker
2008 IEEE Intelligent Systems  
Breslin received his PhD in electronic engineering from the National University of Ireland and is a member of the IEEE. Contact him at john.  ...  Giovanni Tummarello is a research fellow and adjunct lecturer in the Digital Enterprise Research Institute at the National University of Ireland, Galway, where he leads the Data Intensive Infrastructures  ...  Swaml (Semantic Web Archive of Mailing Lists) uses SIOC as its base ontology. The project also includes Buxon, a sioc:Forum visor written in PyGTK.  ... 
doi:10.1109/mis.2008.50 fatcat:mbcvzcswrnb4fhptki7m3w5cha

Semantic Matching of Web Services Capabilities [chapter]

Massimo Paolucci, Takahiro Kawamura, Terry R. Payne, Katia Sycara
2002 Lecture Notes in Computer Science  
The Web is moving from being a collection of pages toward a collection of services that interoperate through the Internet.  ...  In this paper we claim that location of web services should be based on the semantic match between a declarative description of the service being sought, and a description of the service being offered.  ...  We adopt DAML-S as service description language because it provides a semantically based view of of web services which spans from the abstract description of the capabilities of the service to the specification  ... 
doi:10.1007/3-540-48005-6_26 fatcat:yl27gvjukvcwne7u5tiw6uo4xa

Semantic Web Mining. State of the Art and Future Directions

Gerd Stumme, Andreas Hotho, Bettina Berendt
2006 Social Science Research Network  
Given the primarily syntactical nature of the data being mined, the discovery of meaning is impossible based on these data only.  ...  This survey analyzes the convergence of trends from both areas: More and more researchers are working on improving the results of Web Mining by exploiting semantic structures in the Web, and they make  ...  This "reverse engineering" typically involves a large amount of manual work, but it can be aided by (semi-)automatic ontology learning schemes.  ... 
doi:10.2139/ssrn.3199332 fatcat:k4byg7k2efe3nla67b6f6ci22m

Cognitive Approaches for the Semantic Web (Dagstuhl Seminar 12221)

Dedre Gentner, Frank Van Harmelen, Pascal Hitzler, Krzysztof Janowicz, Kai-Uwe Kühnberger, Marc Herbstritt
2012 Dagstuhl Reports  
While the seminar focused on the use of cognitive engineering for a user-centric Semantic Web, it also discussed the reverse direction, i.e., how can the Semantic Web work on knowledge representation and  ...  Similarly to the classical Web a few years ago, the attention is recently shifting towards a user-centric vision of the Semantic Web.  ...  We argue for a human-centric, operational approach towards reference, based on respective human competences.  ... 
doi:10.4230/dagrep.2.5.93 dblp:journals/dagstuhl-reports/GentnerHHJK12 fatcat:xbh6owcklvcgplcllplbbgvuhe

The semantic web: a brain for humankind

D. Fensel, M.A. Musen
2001 IEEE Intelligent Systems  
A grant from Spawar, a grant from FastTrack Systems, and the DARPA DAML program supported this work.  ...  B O A R D O F G O V E R N O R S Acknowledgments We thank Richard Fikes and Deborah McGuinness for useful discussions related to this work; Ron Fadel and Jessica Jenkins for their help with service ontology  ...  We also refer to other techniques for future implementation, such as reverse engineering of ontologies from database schemata or learning from XML documents.  ... 
doi:10.1109/mis.2001.920595 fatcat:kdzifoh5gfbxrfticltuih3asq

Quality Validation through Pattern Detection - A Semantic Web Perspective

David Walsh, Philipp Schugerl, Juergen Rilling, Philippe Charland
2011 2011 IEEE 35th Annual Computer Software and Applications Conference  
Quality Validation through Pattern Detection -A Semantic Web Perspective David Walsh Given the ongoing trend towards a globalization of software systems, open networks and distributed platforms, validating  ...  Our research addresses this challenge from two different perspectives: (1) the integration of knowledge and tool resources through semantic web technologies as part of our SE-PAD environment in order to  ...  SE-PAD as a Semantic Web based quality validation platform In this chapter, we present SE-PAD, a semantic web based tool implantation which supports a pattern based approach to the analysis and assessment  ... 
doi:10.1109/compsac.2011.40 dblp:conf/compsac/WalshSRC11 fatcat:sbbkodvkcfgh7ox7h26wg4lwfq
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