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Automated Metadata Generation for Linked Data Generation and Publishing Workflows

Anastasia Dimou, Tom De Nies, Ruben Verborgh, Erik Mannens, Rik Van de Walle
2016 The Web Conference  
Defining such metadata remained independent of the rdf data generation and publishing.  ...  This paper introduces an approach that relies on declarative descriptions of (i) mapping rules, specifying how the rdf data is generated, and of (ii) raw data access interfaces to automatically and incrementally  ...  ACKNOWLEDGMENTS The described research activities were funded by Ghent University, iMinds, the Institute for the Promotion of Innovation by Science and Technology in Flanders (IWT), the Fund for Scientific  ... 
dblp:conf/www/DimouNVMW16 fatcat:gsz5auceuzh5rhmsy5ykwjjn6a

A Formal Model of Learning Object Metadata [chapter]

Kris Cardinaels, Erik Duval, Henk Olivié
2006 Lecture Notes in Computer Science  
In this paper, we introduce a new, formal model of learning object metadata. The model enables more formal, rigorous reasoning over metadata.  ...  An important feature of the model is that it allows for 'fuzzy' metadata, that have an associated confidence value. Another important aspect is that we explicitly address context dependent metadata.  ...  We refer to the automatic metadata generation framework that we implemented (see also [1] ) for more information about the use of contexts for metadata generation.  ... 
doi:10.1007/11876663_8 fatcat:cxuiatargfcmtkj7k4kypidcbe

Metadata: Towards Machine-Enabled Intelligence

Vandana Dhingra
2012 International journal of Web & Semantic Technology  
This paper further discusses how the metadata can be generated using various tools which assist intelligent agents for efficient retrieval.  ...  This paper discuses the importance of metadata, various metadata schemas and elements, and the need of standardization of Metadata.  ...  Generation of Metadata for Existing Web Pages Metadata generation tools generate metadata from Web resources and store it in RDF for later use.  ... 
doi:10.5121/ijwest.2012.3308 fatcat:ynxkqpls3bgsjfub6nmqecvsvm

Semantics for Information Sharing and Discovery in the Intelligence Community

Martin Thurn
2008 International Ontology for the Intelligence Community  
One of the distinguishing characteristics of the intelligence community is the strict security framework that is used to control classified information.  ...  A counterproductive sideeffect of this strict security is that intelligence analysts are often not aware of information that is relevant to their analysis.  ...  technologies to the problem of secure information sharing.  ... 
dblp:conf/oic/Thurn08 fatcat:yo5dl75a2vfa5fqletckrmyon4

Implementation of a Linked Open Data Solution for the Statistics Agency of Cantabria's Metadata and Data Bank

Alejandro Villar Fernández, Ana Santurtún Zarrabeitia
2013 International Conference on Dublin Core and Metadata Applications  
its website and statistical data bank, making all data and metadata published by this Agency available not only to humans, but to automatized consumers, too.  ...  data using the RDF Data Cube vocabulary.  ...  Acknowledgements The achievements presented in this report would have never materialized without the efforts and dedication of ICANE's IT department, with special mention of Miguel Expósito and Alberto  ... 
dblp:conf/dc/FernandezZ13 fatcat:fkr3gbdkgndztkomyoqtwk3mvi

Towards Interoperable Metadata Provenance

Kai Eckert, Magnus Pfeffer, Johanna Völker
2010 International Semantic Web Conference  
While there is a lot of fundamental work about the provenance of metadata and the commonly recognized demand for expressing provenance information, there still is no standard or at least best-practice  ...  But with the availability and actual usage of linked data, data from different sources gets quickly mixed and merged.  ...  Johanna Völker is financed by a Margarete-von-Wrangell scholarship of the European Social Fund (ESF) and the Ministry of Science, Research and the Arts Baden-Württemberg.  ... 
dblp:conf/semweb/EckertPV10 fatcat:lrke3jrllrdkteduyuijwetygm

Ontology-based metadata generation from semi-structured information

Heiner Stuckenschmidt, Frank van Harmelen
2001 Proceedings of the international conference on Knowledge capture - K-CAP 2001  
We conclude that the specification of ontologies and the generation of metadata models are processes that supplement each other and propose a method for semi-automatic generation of metadata models on  ...  Metadata description standards like RDF and RDF schema have been developed and work in progress addresses the use of ontologies to provide a logical foundation for metadata.  ...  Ontology-Based Metadata Generation In this section we propose a method to generate contentrelated metadata in terms of a web-page categorization.  ... 
doi:10.1145/500742.500763 fatcat:752ovq6zwjddhjtffxqyrluv5y

Ontology-based metadata generation from semi-structured information

Heiner Stuckenschmidt, Frank van Harmelen
2001 Proceedings of the international conference on Knowledge capture - K-CAP 2001  
We conclude that the specification of ontologies and the generation of metadata models are processes that supplement each other and propose a method for semi-automatic generation of metadata models on  ...  Metadata description standards like RDF and RDF schema have been developed and work in progress addresses the use of ontologies to provide a logical foundation for metadata.  ...  Ontology-Based Metadata Generation In this section we propose a method to generate contentrelated metadata in terms of a web-page categorization.  ... 
doi:10.1145/500737.500763 dblp:conf/kcap/StuckenschmidtH01 fatcat:dlmi3lviuzaczeuh4gycotaiye

Semantic Integration and Retrieval of Multimedia Metadata

Roberto García, Òscar Celma
2005 International Semantic Web Conference  
Our approach contributes a complete and automatic mapping of the whole MPEG-7 standard to OWL. It is based on a generic XML Schema to OWL mapping.  ...  The previous mapping is complemented with an XML metadata instances to RDF mapping that completes a transparent transfer of metadata from the XML to the Semantic Web domain.  ...  The only adjustment that has been done to the automatically generated ontology is to resolve a name collision between an OWL class and a RDF property.  ... 
dblp:conf/semweb/GarciaC05 fatcat:rwbble63kfeypmimzq7jlzkxb4

Automatic and Manual Annotation Using Flexible Schemas for Adaptation on the Semantic Desktop [chapter]

Alexandra Cristea, Maurice Hendrix, Wolfgang Nejdl
2006 Lecture Notes in Computer Science  
Secondly, we also consider the issue of source schema heterogeneity, especially during the automatic metadata generation process, as semantic desktop metadata are generated through a lot of different tools  ...  As manual annotation has proven to be the main bottleneck, all means for supporting it by reusing automatically generated metadata are helpful. In this paper we discuss two issues.  ...  The automatically generated metadata allow description and retrieval of the appropriate articles.  ... 
doi:10.1007/11876663_9 fatcat:oaebv6ka7fahxmazqkpzourhvm

Generating metadata from web documents: a systematic approach

Hsiang-Yuan Hsueh, Chun-Nan Chen, Kun-Fu Huang
2013 Human-Centric Computing and Information Sciences  
In this paper, a mechanism generating RDF Semantic Web schema from Web document set as the semantic metadata is proposed.  ...  It is expected that with the semantic metadata of document sets on the Web being systematically translated instead of manually edited, the semantic operation on the Web, such as semantic query or semantic  ...  With such automatically-generated RDF as metadata of Web document set, it is therefore possible for query operations on Web document sets with more semantic manner.  ... 
doi:10.1186/2192-1962-3-7 fatcat:zjd2cv74ufgkrihiigfsd7qjsy

XTM-based Metadata Exploration and Retrieval: The History of Spanish Civil Engineering Project

Ricardo Eito-Brun
2014 Procedia - Social and Behavioral Sciences  
From a technical perspective, the project makes use of the RDF and XTM standards to automatically generate topic maps that can be used to browse the different fonds and collections.  ...  The paper discusses the differences between RDF and XTM, and how these standards are being applied in the generation of the access layer.  ...  IMR administrator can execute a process that automatically generates a web-based publication from the data in the XTM topic map.  ... 
doi:10.1016/j.sbspro.2014.07.110 fatcat:oxnzjyxutjenvoodtbgjdwqqva

Content management for inter-organizational projects using e-mail metaphor

K. Nakatsuka, T. Ishida
2006 International Symposium on Applications and the Internet (SAINT'06)  
messages that are sent to project members automatically.  ...  Inter-organizational projects involve the creation, modification and management of content. Unless carefully handled, these overheads can cause the loss of mutual understanding.  ...  Labeled arrows represent RDF predicates. "pr" is the namespace of project ontology [4] . "rdf" is the namespace of RDF. Gray ovals and squares are generated automatically by Project Organizer.  ... 
doi:10.1109/saint.2006.18 dblp:conf/saint/NakatsukaI06 fatcat:36xhvs52o5e2hmtjvukahhblya

MPEG7ADB: Automatic RDF annotation of audio files from low level low level MPEG-7 metadata

Giovanni Tummarello, Christian Morbidoni, Francesco Piazza, Paolo Puliti
2004 International Semantic Web Conference  
In this paper we address this problem and present MPEG7ADB, a computational intelligence/signal processing based toolkit that can be used to quickly create components capable of producing automatic RDF  ...  and meaningful, concise RDF annotations.  ...  Annotations produced by the MPEG7ADB will be of "rdf quality" that is, much more terse and qualitatively different than the original LLD metadata.  ... 
dblp:conf/semweb/TummarelloMPP04 fatcat:zgc3xy4gbbe6dnyp4if4zjvity

Metadata and Digital Information [chapter]

Jane Greenberg
2009 Encyclopedia of Library and Information Sciences, Third Edition  
to automatic metadata generation approaches.  ...  Next, the family of standards comprising a metadata architecture are defined, followed by an overview of metadata generation processes, applications, and people: this latter section gives particular attention  ...  Automatic Metadata Generation Approaches Recognizing that metadata generation generally involves a mix of manual and automatic methods has prompted the metadata community to pin-point areas where human  ... 
doi:10.1081/e-elis3-120044415 fatcat:v4ulcdyc5rgkjklr7kg4bm2uba
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