Related Experiment Video
Updated: Nov 29, 2025

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Metadata and Reuse: Antidotes to Information Entropy.
1Metadata Game Changers, Boulder, CO 80304, USA.
Information entropy causes data and understanding to decline over time. High-quality metadata are crucial to combat this, ensuring data reuse and preserving knowledge for the scientific community.
Area of Science:
- Information Science
- Data Management
- Knowledge Preservation
Background:
- Entropy describes the natural tendency towards disorder.
- Information entropy specifically refers to the decay of data, information, and understanding after publication.
- Data discovery alone is insufficient to counteract this information decay.
Purpose of the Study:
- To identify strategies for mitigating information entropy.
- To highlight the role of metadata in preserving data value.
- To emphasize the collaborative responsibility in metadata management.
Main Methods:
- Conceptual analysis of information entropy.
- Literature review on data management and metadata best practices.
- Exploration of the role of data repositories.
Main Results:
- High-quality metadata are essential to combat information entropy.
- Metadata facilitate data understanding, reuse, and cross-domain application.
- Metadata contribute to the cumulative growth of community knowledge and wisdom.
Conclusions:
- Metadata creation and preservation are a shared responsibility throughout the data lifecycle.
- Data repositories can enhance metadata by adding persistent identifiers and connections.
- Collaboration between data providers and repositories is vital for metadata evolution.
More Related Videos
05:34Applying Cheminformatics to Develop a Structure Searchable Database of Analytical Methods
Published on: June 6, 2025
07:26Executing Complexity-Increasing Queries in Relational MySQL and NoSQL MongoDB and EXist Size-Growing ISO/EN 13606 Standardized EHR Databases
Published on: March 19, 2018
Related Concept Videos
Entropy
Entropy
When an ideal gas expands isothermally, the disorder in the gas increases. From the molecular perspective, the gas molecules have more volume to move around in.
Consider an infinitesimal step in the expansion, which...
Interference and Decay
Interference occurs when competing memories hinder the retrieval of particular information. It can be classified into two types: proactive and retroactive interference. Proactive...
Entropy and the Second Law of Thermodynamics
The relation between entropy and disorder can be illustrated with the example of the phase change of ice to water. In ice, the molecules are located at specific sites giving a solid state, whereas, in a liquid form, these molecules are much freer to move. The molecular arrangement has therefore become more randomized. Although the change in average...
Entropy and Solvation
Mnemonic Devices
Acronyms
Acronyms are created by using the initial letters of a series of words to form a new word or phrase. This approach condenses complex information into a single, memorable entity. For example,...