Blank
______ integration is the integration of data from multiple sources, which provides a unified view of all data.

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BlackTom AI · Accepted Answer

The question presents a fill-in-the-blank statement about a type of data processing concept, followed by four possible options to complete the sentence. 
Option 1: 'Application' — This would read 'Application integration is the integration of data from multiple sources...'. While application integration is a real concept, it more specifically refers to connecting different software applications so they can share data and use each other’s functions. It does not precisely denote the broader unification of data from multiple sources into a single view. Therefore this option mislabels the concept if the emphasis is on unifying data rather than connecting applications.
Option 2: 'Data' — This yields 'Data integration is the integration of data from multiple sources, which provides a unified view of all data.' This aligns with the standard definition: data integration focuses on combining data from disparate sources to present a cohesive, comprehensive view. It directly matches the common terminology used in data management and analytics.
Option 3: 'Backward' — 'Backward integration' is a business term describing a supply chain strategy where a company buys or merges with suppliers. It has no relation to integrating data across sources for a unified view, so it’s conceptually incorrect in this context.
Option 4: 'Forward' — 'Forward integration' is another supply chain term referring to acquiring downstream activities like distribution or retailers. It does not pertain to data consolidation or creating a unified data view, making it an inappropriate fit for the blank here.
In summary, the options include one that correctly names the data concept of combining multiple sources into a single view, while the others refer to unrelated ideas (application-level integration or business/upply chain strategies) or misalign with the notion of unifying data. The reasoning for each incorrect option hinges on whether the term appropriately describes unifying data versus describing a different kind of integration or a different domain altogether.

Blank ______ integration is the integration of data from multiple sources, which provides a unified view of all data.

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