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Metadata

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Metadata is often defined simply as "data about data." It is information that describes, explains, or locates other pieces of data. While a single data asset is finite, its metadata can be considered infinite. Metadata helps people retrieve, use, and manage information more effectively. For example, the content of a book is the primary data. However, the title, author, and publication date are metadata about that book.

Schlagwortkatalog
Schlagwortkatalog

Without this descriptive layer, finding specific information in a massive collection would be nearly impossible. Metadata provides the necessary context to make raw data useful.

There are several distinct types of metadata that serve different functions. Descriptive metadata is used for discovery and identification. It includes elements like titles, abstracts, authors, and keywords. Structural metadata describes how compound objects are put together. For instance, it might explain how individual pages are ordered to form chapters in a digital book. Administrative metadata helps manage a resource. This includes technical details like file type, creation dates, and permissions.

Cenchrus ciliaris L. 438045083
Cenchrus ciliaris L. 438045083

Within administrative metadata, there are sub-types like rights management metadata for copyright and preservation metadata for long-term saving.

Other specialized forms of metadata exist for specific fields. Reference and statistical metadata describe the quality and processes used to collect statistical data. This is vital for researchers who need to validate data production. Legal metadata provides information regarding creators and public licensing. A growing field is accessibility metadata. This describes the needs and preferences of users to ensure universal access. For example, metadata might indicate if a resource is available in braille or large print. Projects like Cloud4All have worked to identify gaps in how we describe these accessibility needs.

Experts have developed different models to categorize these complex layers. Bretherton and Singley (1994) distinguished between structural/control metadata and guide metadata. Structural metadata describes database objects like tables and columns. Guide metadata uses natural language keywords to help humans find items. Ralph Kimball divided metadata into technical, business, and process categories. Dan Linstedt, who created the data vault methodology, emphasized the importance of business metadata. He noted that business metadata defines functionality, requirements, and timelines. This helps business people understand how data is used within a company.

The history of metadata spans several decades of technological change. The term itself has roots in the 1960s. In 1967, David Griffel and Stuart McIntosh wrote about metadata in computer science. Philip Bagley is credited with coining the term in his 1968 book, "Extension of Programming Language Concepts." He used it to describe the structure of data containers. Before the 1980s, metadata was often physical, such as the cards in library catalogs. As libraries converted to digital databases in the 1980s, metadata became digital. By the 2000s, metadata standards became essential for managing the massive increase in digital information.

In the digital age, metadata is integrated into almost every medium. A music CD contains metadata about the singers and songwriters. A digital image might include its resolution, color depth, and shutter speed. Web pages use metadata to tell search engines what the page is about. In the late 1990s, "metatags" were a primary factor in web searches. However, their use decreased because of "keyword stuffing," where people misused tags to trick search engines. Today, metadata is also collected by governments regarding telecommunications. This includes information about internet traffic, email subject lines, and cell phone locations.

Metadata is a foundational element of modern information science. It connects raw data to human understanding and organizational systems. By providing context, it allows users to distinguish between similar and dissimilar resources. It also enables the grouping of related items and provides essential location information. Whether it is helping a researcher validate a statistic or helping a user find a specific web page, metadata acts as the invisible map of the digital world.

Sphagnum papillosum at Sphagnum cultivation at Universität Greifswald 2023-06-11 01
Sphagnum papillosum at Sphagnum cultivation at Universität Greifswald 2023-06-11 01
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