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Hierarchical Databases

August 16, 1998

As its name implies, the Hierarchical Database Model defines hierarchically-arranged data.

Perhaps the most intuitive way to visualize this type of relationship is by visualizing an upside down tree of data. In this tree, a single table acts as the "root" of the database from which other tables "branch" out.

You will be instantly familiar with this relationship because that is how all windows-based directory management systems (like Windows Explorer) work these days.

Relationships in such a system are thought of in terms of children and parents such that a child may only have one parent but a parent can have multiple children. Parents and children are tied together by links called "pointers" (perhaps physical addresses inside the file system). A parent will have a list of pointers to each of their children.

[Basic Tree]

This child/parent rule assures that data is systematically accessible. To get to a low-level table, you start at the root and work your way down through the tree until you reach your target. Of course, as you might imagine, one problem with this system is that the user must know how the tree is structured in order to find anything!

The hierarchical model however, is much more efficient than the flat-file model we discussed earlier because there is not as much need for redundant data. If a change in the data is necessary, the change might only need to be processed once. Consider the student flatfile database example from our discussion of what databases are:

Name Address Course Grade
Mr. Eric Tachibana 123 Kensigton Chemistry 102 C+
Mr. Eric Tachibana 123 Kensigton Chinese 3 A
Mr. Eric Tachibana 122 Kensigton Data Structures B
Mr. Eric Tachibana 123 Kensigton English 101 A
Ms. Tonya Lippert 88 West 1st St. Psychology 101 A
Mrs. Tonya Ducovney 100 Capitol Ln. Psychology 102 A
Ms. Tonya Lippert 88 West 1st St. Human Cultures A
Ms. Tonya Lippert 88 West 1st St. European Governments A

As we mentioned before, this flatfile database would store an excessive amount of redundant data. If we implemented this in a hierarchical database model, we would get much less redundant data. Consider the following hierarchical database scheme:

[Hierarchical Version]

However, as you can imagine, the hierarchical database model has some serious problems. For one, you cannot add a record to a child table until it has already been incorporated into the parent table. This might be troublesome if, for example, you wanted to add a student who had not yet signed up for any courses.

Worse, yet, the hierarchical database model still creates repetition of data within the database. You might imagine that in the database system shown above, there may be a higher level that includes multiple course. In this case, there could be redundancy because students would be enrolled in several courses and thus each "course tree" would have redundant student information.

Redundancy would occur because hierarchical databases handle one-to-many relationships well but do not handle many-to-many relationships well. This is because a child may only have one parent. However, in many cases you will want to have the child be related to more than one parent. For instance, the relationship between student and class is a "many-to-many". Not only can a student take many subjects but a subject may also be taken by many students. How would you model this relationship simply and efficiently using a hierarchical database? The answer is that you wouldn't.

[Hierarchical Redundancy]

Though this problem can be solved with multiple databases creating logical links between children, the fix is very kludgy and awkward.

Faced with these serious problems, the computer brains of the world got together and came up with the network model.

Database Models
Introduction to Databases for the Web | Table of Contents
Network Databases


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