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Exploiting Structure, Annotation, and Ontological Knowledge for Automatic Classification of XML Data

Martin Theobald, Ralf Schenkel, Gerhard Weikum
2003 International Workshop on the Web and Databases  
FEATURE SPACES FOR XML DATAÍ× Ò ÓÒÐÝ Ø ÜØ Ø ÖÑ× ´ º º¸ÛÓÖ ×¸ÛÓÖ ×Ø Ñ׸ÓÖ Ú tf*idf for Documents Tag-Term Pairs & Twigs using tf*idf for Elements 100 250 500 1.000 5.000 10.000 ÐÛ Ý× ÛÓÖ ÓÖÖ ØÐݺ Ø  ...  Ontological Knowledge Ê Ø Ö Ø Ò Ù× Ò Ø × Ò Ø ÖÑ× Ö ØÐÝ × ØÙÖ × Ó Ò ÅÄ Ó ÙÑ Òظ Ò ÒØÖ Ù Ò × ØÓ Ñ Ô Ø × ÒØÓ Ò ÓÒØÓÐÓ Ð ÓÒ ÔØ ×Ô º ÁÒ Ø × Ô Ô Ö Û Ú Ù× ÏÓÖ ¹ AE Ø ¸½½ × ÙÒ ÖÐÝ Ò ÓÒØÓÐÓ Ý¸Û × ÖÐÝ ÓÑÔÖ ¹ Ò×  ... 
dblp:conf/webdb/TheobaldSW03 fatcat:vjoxczejorfdzoq3wvjtcqofm4

Semantic Conflict Resolution Scheme Based on Ontology

2017 DEStech Transactions on Engineering and Technology Research  
In this paper, the ontology is made full use to describe the characteristics of the relation between concept and concept, adding semantics to XML Schema.  ...  This is the so-called semantic annotation technology. To solve the problem of semantic conflict.  ...  Acknowledgement This work was supported by the follows: The Young Foundation of Shijiazhuang Tiedao University. (No. 20153011)  ... 
doi:10.12783/dtetr/sste2016/6514 fatcat:juofj3jilbhvnj42ng5ygzy4xe

A Roadmap for Web Mining: From Web to Semantic Web [chapter]

Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme
2004 Lecture Notes in Computer Science  
Beside annotation for formatting, XML allows the definition of any kind of annotation, thus opening the way to annotation with ontologies and to use as data model for arbitrary information.  ...  Document Clustering for and with the Semantic Web Like document classification, clustering of annotated documents can exploit the annotations and it can infer extra information about documents from ontologies  ... 
doi:10.1007/978-3-540-30123-3_1 fatcat:tb4oxi6dkbgypeoephofr2ewmi

Automatic Metadata Generation in an Archaeological Digital Library: Semantic Annotation of Grey Literature [chapter]

Andreas Vlachidis, Ceri Binding, Keith May, Douglas Tudhope
2013 Studies in Computational Intelligence  
A web portal delivers the annotated XML files for visual inspection while the STAR research demonstrator offers unified search of excavation data and grey literature in terms of the conceptual structure  ...  An extension of the CIDOC CRM for the archaeological domain acts as a core ontology.  ...  Thanks are due to the Archaeological Data Service for provision of the OASIS corpus and Phil Carlisle from English Heritage for providing domain thesauri  ... 
doi:10.1007/978-3-642-34399-5_10 fatcat:cdpsahboavcplbuw52p5i7aodq

Semantic Annotation: The Mainstay of Semantic Web

Thabet Slimani
2013 International Journal of Computer Applications Technology and Research  
Given that semantic Web realization is based on the critical mass of metadata accessibility and the representation of data with formal knowledge, it needs to generate metadata that is specific, easy to  ...  This paper introduces the Semantic Web and its vision (stack layers) with regard to some concept definitions that helps the understanding of semantic annotation.  ...  The Extensible Markup Language (XML) is a markup language that enables creation of documents composed of structured data, and XML Schema allows the definition of grammars for valid XML documents.  ... 
doi:10.7753/ijcatr0206.1025 fatcat:ef366mdcdzbc3j3c5pheiubtou

Semantic Web Standards and Ontologies for Legislative Drafting Support [chapter]

Tommaso Agnoloni, Daniela Tiscornia
2010 Lecture Notes in Computer Science  
Natural language processing techniques have been applied to automatically build lexicons for each language.  ...  with terms markup and semantic annotations.  ...  and CNIPA (Italian Minister of Reforms and Innovations in Public Administration / National Center for Information Technology in Public Administration) and by other public administration users in the Netherlands  ... 
doi:10.1007/978-3-642-15158-3_16 fatcat:xe472mgyh5cehfxjyftbuurmvq


Jan Paralič, Marek Paralič
2007 Journal of Information and Organizational Sciences  
In this paper we describe some approaches to text mining, which are supported by an original software system developed in Java for support of information retrieval and text mining (JBowl), as well as its  ...  Then, basic principles and technologies used for service-oriented computing, web services and semantic web services are presented.  ...  Some of our tasks in this project are tightly related to text (or data) mining, e.g. semi-automatic annotation of various textual sources to concepts from various ontologies as well as for mining activity  ... 
doaj:73c5fa8896a3440fb1bacb75b565bda1 fatcat:irw77enedvcrxg454hus6mklvu

Knowledge based Semantic Annotation Generation of Music

Sunitha Abburu
2012 International Journal of Computer Applications  
This raises the need for semantic based annotation of film songs. Ontology plays a major role in semantic web and information retrieval.  ...  Which is flexible, user friendly and ontology based semantic annotations can be generated and stored in RDF/XML format.  ...  Such metadata is used to annotate the music files and theses descriptions about music build the foundation for building knowledge management system and ultimately, for exploiting existing knowledge in  ... 
doi:10.5120/7206-9990 fatcat:l52l55iywrbwtnpvdnaoevcbxu

The semantic web: yet another hip?

Ying Ding, Dieter Fensel, Michel Klein, Borys Omelayenko
2002 Data & Knowledge Engineering  
For this reason, support in data, information, and knowledge exchange has become a key issue in current computer technology.  ...  This paper summarizes ongoing research in the area of the semantic web especially focussing on ontology technology.  ...  There are first languages, tools, and application done. Still most of the way is still ahead.  ... 
doi:10.1016/s0169-023x(02)00041-1 fatcat:solo6lgr5ndjxd7n47fxpbfrgi

MPEG-7 as a Metadata Standard for Indexing of Surgery Videos in Medical E-Learning [chapter]

Andrzej A. Kononowicz, Zdzisław Wiśniowski
2008 Lecture Notes in Computer Science  
The aim of this paper is to present the possibility of combining the MPEG-7 metadata standard with the MeSH classification for indexing of video recordings in medical e-learning.  ...  A tool for metadata descriptions of surgical videos in accordance with the MPEG-7 standard is also presented. This tool is part of a larger architecture for the exchange of medical multimedia objects.  ...  Ontologies encode meanings separately from application code enabling knowledge sharing and support for external reasoning.  ... 
doi:10.1007/978-3-540-69389-5_22 fatcat:2osz3outongsnnvobqwoag4iri

Using ontology for resume annotation [article]

Wahiba Ben Abdessalem Karaa Nouha Mhimdi
2012 arXiv   pre-print
The ontology is built taking into account the most significant components of resumes inspired from the structure of EUROPASS CV. This ontology is thereafter used to annotate automatically the resumes.  ...  These documents are used for an automated selection of candidates satisfying the requirements and therefore reducing recruitment costs.  ...  Annotation system E-RecSys The ontology ERECO is afterwards exploited in the annotation process of resumes.  ... 
arXiv:1211.2854v1 fatcat:7u2vks4dafgj7gruqhyuwyszi4

Annotation and Image Markup: Accessing and Interoperating with the Semantic Content in Medical Imaging

Daniel L. Rubin, Pattanasak Mongkolwat, Vladimir Kleper, Kaustubh Supekar, David S. Channin
2009 IEEE Intelligent Systems  
The Annotation and Image Markup Project makes large distributed collections of medical images in cyberspace and hospital information systems accessible using an information model of image content and ontologies  ...  automatic classification to the ontology.  ...  The assertions are used during automatic classification to determine the annotation requirements for image annotation (seeFigure 3).  ... 
doi:10.1109/mis.2009.3 fatcat:f4z2rip6freztfa2dox6ln3uii

Semantic Annotation of Scholarly Documents and Citations [chapter]

Paolo Ciancarini, Angelo Di Iorio, Andrea Giovanni Nuzzolese, Silvio Peroni, Fabio Vitali
2013 Lecture Notes in Computer Science  
In this paper we describe our ongoing study of semantic publishing and automatic annotation of scholarly documents, presenting several models and tools for the automatic annotation of structural and semantic  ...  In particular, we focus on citations and their automatic classification obtained by CiTalO, a framework that combines ontology learning techniques with NLP techniques.  ...  Acknowledgments We would like to thank Alexandru Constantin and Steve Pettifer for their collaboration and support to the CiTalO framework.  ... 
doi:10.1007/978-3-319-03524-6_29 fatcat:mbdo4afskncr3bqrve2xmvw3wi

Querying archetype-based EHRs by search ontology-based XPath engineering

Stefan Kropf, Alexandr Uciteli, Katrin Schierle, Peter Krücken, Kerstin Denecke, Heinrich Herre
2018 Journal of Biomedical Semantics  
Legacy data and new structured data can be stored in a standardized format as XML-based EHRs on XML databases. Querying documents on these databases is crucial for answering research questions.  ...  Methods: A search ontology-based specification of queries on XML documents defines search concepts and relates them to parts in the XML document structure.  ...  Acknowledgments An early version of the paper was introduced at ODLS 2016 (Ontologies and Data in Life Sciences).  ... 
doi:10.1186/s13326-018-0180-2 pmid:29751829 pmcid:PMC5946576 fatcat:m3xfbjkm7rf7pg4oovw5fryhtu

Semantic Web Mining. State of the Art and Future Directions

Gerd Stumme, Andreas Hotho, Bettina Berendt
2006 Social Science Research Network  
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  ...  Given the primarily syntactical nature of the data being mined, the discovery of meaning is impossible based on these data only.  ...  Web Mining can help to learn structures for knowledge organization (e.g., ontologies) and to provide the population of such knowledge structures. All approaches discussed here are semi-automatic.  ... 
doi:10.2139/ssrn.3199332 fatcat:k4byg7k2efe3nla67b6f6ci22m
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