InfoSys 2025 Congress
March 09, 2025 to March 13, 2025 - Lisbon, Portugal

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InfoWare 2025 Congress
March 09, 2025 to March 13, 2025 - Lisbon, Portugal

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DataSys 2025 Congress
April 06, 2025 to April 10, 2025 - Valencia, Spain

  • AICT 2025, The Twenty-Second Advanced International Conference on Telecommunications
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  • SMART 2025, The Fourteenth International Conference on Smart Cities, Systems, Devices and Technologies
  • IMMM 2025, The Fifteenth International Conference on Advances in Information Mining and Management
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ComputationWorld 2025 Congress
April 06, 2025 to April 10, 2025 - Valencia, Spain

  • SERVICE COMPUTATION 2025, The Seventeenth International Conference on Advanced Service Computing
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  • COGNITIVE 2025, The Seventeenth International Conference on Advanced Cognitive Technologies and Applications
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  • CONTENT 2025, The Seventeenth International Conference on Creative Content Technologies
  • PATTERNS 2025, The Seventeenth International Conference on Pervasive Patterns and Applications
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NexComm 2025 Congress
May 18, 2025 to May 22, 2025 - Nice, France

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DigitalWorld 2025 Congress
May 18, 2025 to May 22, 2025 - Nice, France

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IARIA Congress 2025, The 2025 IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications
July 06, 2025 to July 10, 2025 - Athens, Greece

DigiTech 2025 Congress
July 06, 2025 to July 10, 2025 - Athens, Greece

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NexTech 2025 Congress
September 28, 2025 to October 02, 2025 - Lisbon, Portugal

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SoftNet 2025 Congress
September 28, 2025 to October 02, 2025 - Lisbon, Portugal

  • ICSEA 2025, The Twentieth International Conference on Software Engineering Advances
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  • VALID 2025, The Seventeenth International Conference on Advances in System Testing and Validation Lifecycle
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  • AISyS 2025, The Second International Conference on AI-based Systems and Services

SocSys 2025 Congress
October 26, 2025 to October 30, 2025 - Barcelona, Spain

NetWare 2025 Congress
October 26, 2025 to October 30, 2025 - Barcelona, Spain

  • SENSORCOMM 2025, The Nineteenth International Conference on Sensor Technologies and Applications
  • SENSORDEVICES 2025, The Sixteenth International Conference on Sensor Device Technologies and Applications
  • SECURWARE 2025, The Nineteenth International Conference on Emerging Security Information, Systems and Technologies
  • AFIN 2025, The Seventeenth International Conference on Advances in Future Internet
  • CENICS 2025, The Eighteenth International Conference on Advances in Circuits, Electronics and Micro-electronics
  • ICQNM 2025, The Nineteenth International Conference on Quantum, Nano/Bio, and Micro Technologies
  • FASSI 2025, The Eleventh International Conference on Fundamentals and Advances in Software Systems Integration
  • GREEN 2025, The Tenth International Conference on Green Communications, Computing and Technologies
  • HEALTHINFO 2025, The Tenth International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing

TechWorld 2025 Congress
October 26, 2025 to October 30, 2025 - Barcelona, Spain

 


ThinkMind // IMMM 2015, The Fifth International Conference on Advances in Information Mining and Management // View article immm_2015_5_20_98008


An Extensible Conceptual Model for Tabular Scientific Datasets

Authors:
Javad Chamanara
Michael Owonibi
Alsayed Algergawy
Roman Gerlach

Keywords: Scientific data; Dataset structure; Biodiversity data

Abstract:
There is a proliferation of datasets generated by various scientists of different scientific disciplines. Therefore, there is a growing need to construct and develop platforms that enable scientists to capture, exchange, process, and interpret data for immediate use, as well as to store and manage data to support future reuse. Modeling and organizing data within such platforms are key challenges. To this end, in this paper, we introduce the dataset model of the BExIS 2 platform and how data can be organized inside the model. In particular, we describe the anatomy of a general purpose tabular dataset, which consists of data tuples to represent the table rows and data cells that are compound objects holding the obtained values and their auxiliary information. The structure of datasets is defined and applied separately in order to factor out shared concepts such as unit of measurement, methodology, data type, valid and missing values, processing functions and so on. The datasets are extensible in multiple ways and can be annotated on various levels utilizing taxonomies, ontologies, and custom metadata structures

Pages: 72 to 76

Copyright: Copyright (c) IARIA, 2015

Publication date: June 21, 2015

Published in: conference

ISSN: 2326-9332

ISBN: 978-1-61208-415-2

Location: Brussels, Belgium

Dates: from June 21, 2015 to June 26, 2015

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