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Handling multiple points of view in a multimedia data warehouse

Anne-Muriel Arigon, Anne Tchounikine, Maryvonne Miquel
2006 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
This model is used to develop an OLAP application for navigation into a hypercube integrating various functional dimension versions for the calculus of descriptors in a medical use case.  ...  One of the problems when integrating multimedia data as facts in a multidimensional model is to deal with dimensions built on descriptors that can be obtained by various computation modes on raw multimedia  ...  In Section 2 we provide some definitions for OLAP and multidimensional models, and for multimedia data warehouses.  ... 
doi:10.1145/1152149.1152152 fatcat:coddhin34rhc3l6q3kuuo4w6yq

Modelling Architecture for Multimedia Data Warehouse
english

Mital Vora, Jelam Vora, Dr. N. N. Jani
2015 International Journal of Innovative Research in Science, Engineering and Technology  
Storage and retrieval of multimedia data is a critical issue for the overall system's performance and functionality.  ...  Multimedia data warehouse is a collection of large volume of image, audio, video and text data. To efficiently store, access and analyse such data there is a need arise to manage these data.  ...  CONCLUSION Our paper has presented a systematic approach on building architectural framework for multimedia data warehouse in a generic way, so that the techniques can be applied to a wide range of multimedia  ... 
doi:10.15680/ijirset.2015.0401048 fatcat:qrm25z3ccfhyff3unxqyipq5r4

An Architecture Framework for Complex Data Warehouses [article]

Jérôme Darmont, Omar Boussaid, Jean-Christian Ralaivao, Kamel Aouiche
2007 arXiv   pre-print
Nowadays, many decision support applications need to exploit data that are not only numerical or symbolic, but also multimedia, multistructure, multisource, multimodal, and/or multiversion.  ...  In this paper, we first propose a precise, though open, definition of complex data. Then we present a general architecture framework for warehousing complex data.  ...  warehouse; and data modeling and storage.  ... 
arXiv:0707.1534v1 fatcat:q6said7vdfg4zantbajj253xri

The 6th international workshop on Multimedia Data Mining (MDM/KDD2005)

Fatma Bouali, Latifur Khan, Florent Masseglia
2005 SIGKDD Explorations  
In this report, we provide a summary of the issues and research directions on Multimedia Data Mining and the outcomes of the MDM/KDD'05 workshop that was held in conjunction with the 11th ACM SIGKDD International  ...  Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21-24 in Chicago IL.  ...  The first paper ("A multiversion model for multimedia data warehouse" Arigon, Tchounikine, Miquel) was related to multimedia data warehousing.  ... 
doi:10.1145/1117454.1117478 fatcat:rfg33dw67vftdp54lg4cmtzyui

Biomedical Data Warehouses [article]

Jérôme Darmont
2017 arXiv   pre-print
We illustrate this topic by presenting the design of an innovative, complex data warehouse for personal, anticipative medicine.  ...  The aim of this article is to present an overview of the existing biomedical data warehouses and to discuss the issues and future trends in this area.  ...  We also follow other leads to improve the user-friendliness of our interfaces and the security of the whole system, which is particularly primordial when dealing with medical, personal data.  ... 
arXiv:1701.08028v1 fatcat:skf2ohpzrrayvjxr3h27agcpxu

Integration and dimensional modeling approaches for complex data warehousing

O. Boussaid, Adrian Tanasescu, Fadila Bentayeb, Jérôme Darmont
2006 Journal of Global Optimization  
A data warehousing approach is often adopted to prepare data for relevant analysis. Data integration and dimensional modeling indeed allow the creation of appropriate analysis contexts.  ...  Complex data are then stored in XML documents generated by a piece of software we designed. The second important phase we address is the preparation of data for dimensional modeling.  ...  The choice of a data model for a complex data warehouse requires more than only data sources and analysis goals.  ... 
doi:10.1007/s10898-006-9064-6 fatcat:3j7a775airddbdnbym2wrkrsky

Warehousing Complex Archaeological Objects [article]

Aybükë Oztürk, Sylvie Yona Waksman
2016 arXiv   pre-print
To illustrate what new analyses are permitted by such a database, we source it to a data warehouse and present a sample on-line analysis processing (OLAP) scenario to gain deep understanding of ceramic  ...  Data organization is a difficult and essential component in cultural heritage applications.  ...  Brun, for its contribution to the design of the Ceramom model.  ... 
arXiv:1608.06469v1 fatcat:5rqlvnenu5ft7ga6cb4oib4zma

Warehousing Complex Archaeological Objects [chapter]

Aybüke Öztürk, Louis Eyango, Sylvie Yona Waksman, Stéphane Lallich, Jérôme Darmont
2015 Lecture Notes in Computer Science  
To illustrate what new analyses are permitted by such a database, we source it to a data warehouse and present a sample online analysis processing (OLAP) scenario to gain deep understanding of ceramic  ...  Data organization is a difficult and essential component in cultural heritage applications.  ...  Brun, for its contribution to the design of the Ceramom model.  ... 
doi:10.1007/978-3-319-25591-0_17 fatcat:yxwwa3mrhvb7plw3riwq46hdf4

Innovative Approaches for efficiently Warehousing Complex Data from the Web [article]

Fadila Bentayeb, Hadj Mahboubi, Cécile Favre, Omar Boussaïd
2017 arXiv   pre-print
data warehouses, (2) associating data mining to OLAP to allow elaborated analysis tasks for complex data and (3) schema evolution in complex data warehouses for personalized analyses.  ...  Our contributions cover the main phases of the data warehouse design process: data integration and modeling and user driven-OLAP analysis.  ...  A data model is defined for each view to organize semi-structured data. An XML warehouse, named DAWAX (DAta WArehouse for XML), based on the View Model is also proposed.  ... 
arXiv:1701.08643v1 fatcat:2u67xdmvsnfizieie2qtajfmze

the Change from Data Warehousing to Business Intelligence : The Concept of Data Sources ' Dynamicity

Reham Moustafa Essa
2020 المجلة العلمیة للدراسات التجاریة والبیئیة  
As stated in [8] , one of the existing solutions is multiversioning of the data warehouse instances joined with temporal extensions to the existing data warehouse model.  ...  Another solution is to create a separate instance of the data warehouse content for each instance of the data warehouse schema.  ... 
doi:10.21608/jces.2020.119559 fatcat:xsjdhl4tybgnla4ln2rneg4hqi

Multiversion locking protocol with freezing for secure real-time database systems

Chanjung Park, Seog Park, S.H. Son
2002 IEEE Transactions on Knowledge and Data Engineering  
In order to show that our protocol provides a higher degree of concurrency than existing multiversion protocols, we define a new serializability for multiversion concurrency control, called FR-serializability  ...  In this paper, we propose a new multiversion concurrency control protocol that ensures that both security and real-time requirements are met. The proposed protocol is primarily based on locking.  ...  His major research areas are database security, real-time systems, data warehouse, digital library, multimedia database systems, role-based access control, and Web database. Dr.  ... 
doi:10.1109/tkde.2002.1033780 fatcat:y6y6y2ub3rcl3fuvczclsjzpeu

Benchmarking data warehouses

Jerome Darmont, Fadila Bentayeb, Omar Boussaid
2007 International Journal of Business Intelligence and Data Mining  
While the Transaction Processing Performance Council's standard benchmarks address the first point, they are not tunable enough to address the second one and fail to model different data warehouse schemas  ...  By contrast, our Data Warehouse Engineering Benchmark (DWEB) allows generating various ad-hoc synthetic data warehouses and workloads.  ...  ; as well as this paper's reviewers, for their invaluable comments.  ... 
doi:10.1504/ijbidm.2007.012947 fatcat:3jcktbjylncqph3gzjmx63ygoe

Temporal modelling and management of normative documents in XML format

Fabio Grandi, Federica Mandreoli, Paolo Tiberio
2005 Data & Knowledge Engineering  
Hence, we introduce a multiversion data model based on XML schema and define basic mechanisms for the maintenance and retrieval of multiversion norm texts.  ...  Finally, we describe a prototype management system which has been implemented and evaluated.  ...  The paper [17] presents a temporal XML query language, τ XQuery, with which the authors add temporal support to XQuery by extending its syntax and semantics.  ... 
doi:10.1016/j.datak.2004.11.002 fatcat:6nqy4t7krvhg5kjnjljkno4rly

The indispensability of dispensable indexes

E. Bertino, Beng Chin Ooi
1999 IEEE Transactions on Knowledge and Data Engineering  
The design of new indexes has been driven by many factors, such as data types, operations, and application environment.  ...  Our discussion focuses on the general concepts or features of these indexes, thus presenting the building blocks for meeting the challenges of designing new indexes for novel applications to be encountered  ...  ACKNOWLEDGMENTS We thank the anonymous referees and our colleagues for valuable suggestions and comments.  ... 
doi:10.1109/69.755611 fatcat:2fcy7yair5fe3az3xaj4lgsjl4

Considering unstructured data for OLAP: a feasibility study using a systematic review T

Sahudy Montenegro González, Talita Dos, Reis Lopes Berbel
2014 unpublished
Data stored in a data warehouse used by conventional OLAP systems are structured in nature.  ...  Among the technologies involved on Business Intelligence, Data Warehouse and OLAP have been widely used to identify, collect, process, integrate and analyze information for decision making, thus promoting  ...  warehouses, proposed data models for document data and data models for multimedia data.  ... 
fatcat:6gnuqcurhnbovjz3zndlgvzpoa
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