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Modelling stars using XML

Jaroslav Pokorny
2001 Proceedings of the 4th ACM international workshop on Data warehousing and OLAP - DOLAP '01  
A star schema, a well-known technique used in data warehousing, can be applied. Then dimension information is supposed to be contained in XML data.  ...  Due to the structural complexity of XML data the approach requires subtler formal model than it is done with conventional dimension and fact tables described by classical star schemes.  ...  DIMENSION MODELLING In the first step, we introduce star schemes where each dimension is modelled by a single table (so called simple stars). Then we enrich the dimension using a simple hierarchy.  ... 
doi:10.1145/512236.512240 dblp:conf/dolap/Pokorny01 fatcat:ei4ks25fc5ahve6uuh35hkjara

Conversion of XML Schema to Data Warehouse Schema using Automatic Approach

Thidar Win
2014 International Journal of Computer Applications  
We define more than one Data Warehouse schemas from the given XML schema using the Schema Graph has been proposed in the conversion process.  ...  XML is used by many organizations for e-commerce and internet based applications such as online shopping, digital library, and electronic devices and so on.  ...  As compared to previous approaches based on DTD, the higher expressiveness of XML schema allows more effective modeling. Moreover, this paper uses XML schema to handle semi-structure data.  ... 
doi:10.5120/18986-0424 fatcat:blps43xddjg4rcgv3qtiowz27y

Designing of the CASE Tool to develop Star Schema using the XML Schema consisting of Clinical Data

Anita Nagar, Gunjan Chandwani
2014 International Journal of Computer Applications  
This paper focuses on conversion method of XML Schema into the Star and Snowflake schema.  ...  Data Warehouse is most widely used for data analysis which supports the management's decision making process.  ...  Basically multidimensional model is most popularly used to represent the data in Data Warehouse.  ... 
doi:10.5120/18173-9060 fatcat:y4e3assicrbyhjla7yzx6c5e5q

X-Warehousing: An XML-Based Approach for Warehousing Complex Data [chapter]

Omar Boussaid, Riadh Ben Messaoud, Rémy Choquet, Stéphane Anthoard
2006 Lecture Notes in Computer Science  
The resulted XML Schema represents the logical model of a data warehouse.  ...  Whereas, XML documents validated against the analysis objectives define the physical model of the data warehouse, called the XML cube.  ...  XML-star schema [7] uses Document Type Definitions (DTDs) to explicit dimension hierarchies.  ... 
doi:10.1007/11827252_6 fatcat:itg5fqrbhrfynlzefdyttgtaue

A Quantitative Summary of XML Structures [chapter]

Zi Lin, Bingsheng He, Byron Choi
2006 Lecture Notes in Computer Science  
As xml has been widely used, e.g. for online data exchange, the need for (corresponding) statistical summaries in xml has been evident.  ...  By using our approach, we illustrate that some popular real-world and synthetic xml benchmark datasets are indeed highly skewed and hardly hierarchical and contain few recursions.  ...  Otherwise, the impedance mismatch between the tree model and the relational model can become problematic where native xml/xml-based approaches should be adopted.  ... 
doi:10.1007/11901181_18 fatcat:ef4daymjg5d5xjjgyk4e2njqr4

XML Data Warehouse: Modelling And Querying [chapter]

Jaroslav Pokorny
2002 Databases and Information Systems II  
We adapt the traditional star schema with explicit dimension hierarchies for XML environment. We propose the notion of XML-referential integrity for handling XML-dimension hierarchies.  ...  Some their data sources are repositories of XML data or they are viewed as XML data independently on their inner implementation. In this paper, we study the foundations of XML data warehouses.  ...  Tree-and graphoriented models are used also for DTDs (e.g. [LC00] , [PV00] ).  ... 
doi:10.1007/978-94-015-9978-8_6 fatcat:fp6ktczl2vgi7f3zv3gjgbozwy

Multidimensional Analysis of XML Documents: Modeling and Implementation

Kais Khrouf, , Jouf University, Saudi Arabia
2019 International Journal of Emerging Trends in Engineering Research  
In this paper, we propose a new multidimensional model of semi-structured data (XML documents), based on complementary dimensions (Content, Metadata, Structure, Semantics...) and we integrate also the  ...  In order to access, visualize, aggregate and analyze their data, the organizations generally use the techniques of data warehouses and OLAP (On-Line Analytical Processing).  ...  The authors of [11] use the star schema and propose three types of dimensions for modeling documents. The Ordinary Dimension constitutes a list of terms extracted from the document.  ... 
doi:10.30534/ijeter/2019/387112019 fatcat:3x2h2fy3hbdzvechrbgxzi3c4i

Galaxy-Gen - A Tool for Building Galaxy Model from XML Documents

Ines Ben Messaoud, Jamel Feki, Gilles Zurfluh
2014 Proceedings of the International Conference on Knowledge Engineering and Ontology Development  
This is an author-deposited version published in : Eprints ID : 15232 To link to this article : Abstract: A galaxy model is a multidimensional model dedicated for XML document  ...  After giving an overview of our four-steps semiautomated method for the generation of galaxy models which aims to build data marts from XML documents.  ...  C2: The approach uses constellation model. C3: The approach uses galaxy model. C4: The approach determines multidimensional concepts manually.  ... 
doi:10.5220/0005082300840095 dblp:conf/ic3k/0002FZ14 fatcat:yvuq772avrginnnpripiyi7o44

Publication of nuclear magnetic resonance experimental data with semantic web technology and the application thereof to biomedical research of proteins

Masashi Yokochi, Naohiro Kobayashi, Eldon L. Ulrich, Akira R. Kinjo, Takeshi Iwata, Yannis E. Ioannidis, Miron Livny, John L. Markley, Haruki Nakamura, Chojiro Kojima, Toshimichi Fujiwara
2016 Journal of Biomedical Semantics  
Conclusions: We have developed BMRB/XML and BMRB/RDF and demonstrate their use in performing a federated SPARQL query linking the BMRB to other databases through standard semantic web technologies.  ...  NMR-STAR data.  ...  with the BMRB BMRB would be to convert the archive into standard web formats, XML and RDF, using a data structure that corresponds closely to the NMR-STAR ontology described by an XML schema and OWL.  ... 
doi:10.1186/s13326-016-0057-1 pmid:27927232 pmcid:PMC5143449 fatcat:kidpbvthwbgzjko7jvgesbepqm


Ranak Ghosh Soumya Sen
2019 Zenodo  
XML is one of the worldwide standards to represent data in web based system. Numbers of organizations use XML for e-commerce and internet based applications.  ...  KEYWORDS XML, Data Warehouse, Fact Constellation Schema, Star Schema, Snowflake Schema, Schema Graph  ...  There has been work to convert the contents of the XML schema to multiple schemas of the multi dimensional model [4] . However all these generated schemas are converted to star schema only.  ... 
doi:10.5281/zenodo.2599184 fatcat:m4zp4blugbd2lmfka73imvn4s4

X-WACoDa: An XML-based approach for Warehousing and Analyzing Complex Data [article]

Hadj Mahboubi, Sabine Loudcher, Jérôme Darmont
2017 arXiv   pre-print
In this paper, we propose a unified XML warehouse reference model that synthesizes and enhances related work, and fits into a global XML warehousing and analysis approach we have developed.  ...  However, its usage induces new theoretical and practical challenges at the modeling, storage and analysis levels, and a new trend toward XML warehousing has been emerging for a couple of years.  ...  XML data warehouses In his XML-star schema, Pokorný (2002) models a star schema in XML by defining dimension hierarchies as sets of logically connected collections of XML data, and facts as XML data elements  ... 
arXiv:1701.08033v1 fatcat:dfuzbfzhizhapnp5kuqxtujq6e

Clustering XML Documents using Structure and Content Based in a Proposal Similarity Function (OverallSimSUX)

Damny Magdaleno Guevara, Ivette E. Fuentes Herrera, María M. García Lorenzo
2015 Journal of Computacion y Sistemas  
Knowledge management using information search and processing is essential in the field of academic writing.  ...  In this paper, we propose a new method of automatic clustering of XML documents based on their content and structure, as well as on a new similarity function OverallSimSUX which facilitates capturing the  ...  Section 2 describes forms of clustering XML documents and some related papers; in Section 3 a new model of clustering of XML documents is presented using the new similarity function proposed by us.  ... 
doi:10.13053/cys-19-1-1922 fatcat:aem2yuodjrd4tiazutklqo4yly

Semantic web technologies for enterprise application integration

Nenad Anicic, Nenad Ivezic
2005 Computer Science and Information Systems  
The experimental approach includes an automated translation of an XML Schema-based representation of business document content models into an OWL-based ontology.  ...  Large industrial interoperability projects use syntax-based Enterprise Application Integration standards, such as XML Schema, to accomplish interoperable data exchange among enterprise applications.  ...  The following steps are required to translate data from a previously developed STAR XML Schema interface model to an AIAG XML Schema interface model (and vice versa) and to verify the business document  ... 
doi:10.2298/csis0501119a fatcat:igumbwbbd5es5dartdvdfnyh6a

Manufacturing interoperability

S. R. Ray, A. T. Jones
2006 Journal of Intelligent Manufacturing  
The terms interoperability and integration are frequently used to refer to this error-free transmission and translation.  ...  These projects lay the foundation for at tomorrow's standards, which we believe will rely heavily upon the use of formal logic representations, commonly called ontologies.  ...  At this point we have a result that the specific STAR XML data (instance) may be successfully translated into target AIAG XML data.  ... 
doi:10.1007/s10845-006-0037-x fatcat:cnoxwimm65a6djj4bsf5e3f73i

Logical design of data warehouses from XML

M. Banek, Z. Skocir, B. Vrdoljak
2005 Proceedings of the 8th International Conference on Telecommunications, 2005. ConTEL 2005.  
As XML data is semi-structured, data warehouse design from XML brings many particular challenges.  ...  We have developed a methodology for data warehouse design from the source XML Schemas and conforming XML documents.  ...  The conceptual model is implemented in a relational database as a star schema.  ... 
doi:10.1109/contel.2005.185875 fatcat:ckrttzuvmvbgpel7oz2o5aan4a
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