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Tip: Understanding Rank

PEP-Web Tip of the Day

When you do a search, you can sort the results bibliographically alphabetical or by “rank”. What is Rank?

Rank refers to the search engine’s “best guess” as to the relevance of the result to the search you specified. The exact method of ranking used varies a bit depending on the search. In its most basic level, when you specify a single search term, rank looks at the density of the matches for the word in the document, and how close to the beginning of the document they appear as a measure of importance to the paper’s topic. The documents with the most matches and where the term is deemed to have the most importance, have the highest “relevance” and are ranked first (presented first).

When you specify more than one term to appear anywhere in the article, the method is similar, but the search engine looks at how many of those terms appear, and how close together they appear, how close to the beginning of the document, and can even take into account the relative rarity of the search terms and their density in the retrieved file, where infrequent terms count more heavily than common terms.

To see a simple example of this, search for the words (not the phrase, so no quotes):

unconscious communications

Look at the density of matches in each document on the first page of the hits. Then go to the last page of matched documents, and observe the density of matches within the documents.

A more complex search illustrates this nicely with a single page and only 15 matches:

counter*tr* w/25 “liv* out” w/25 enact*

There are a lot of word forms and variants of the words (due to the * wildcards) above that can match, but the proximity (w/25) clause limits the potential for matching. What’s interesting here though is how easily you can see the match density decrease as you view down the short list.

The end result of selecting order by rank is that the search engine’s best “guess” as to which articles are more relevant appear higher on the list than less relevant articles.

For the complete list of tips, see PEP-Web Tips on the PEP-Web support page.

Schimel, J.L. (1974). Two Alliances in the Treatment of Adolescents: Toward a Working Alliance with Parents and a Therapeutic Alliance with the Adolescent. J. Amer. Acad. Psychoanal., 2(3):243-253.

(1974). Journal of American Academy of Psychoanalysis, 2(3):243-253

Two Alliances in the Treatment of Adolescents: Toward a Working Alliance with Parents and a Therapeutic Alliance with the Adolescent

John L. Schimel

Why do grownups want to talk to adolescents when they only get angry?

Liz

I have been persuaded in my time by the rationale of each approach of psychotherapy. In the course of my training and other early experiences I have worked in a number of settings with differing theoretical orientations and ground rules. I have treated all the members of families, both individually and as family groups, and I have “split” cases with other psychiatrists. I have also treated children and adolescents in clinics in which parents were seen by social workers and in which the index patient and his therapist were shielded from any and all contact with the parents. Nevertheless, it is possible to recover from training. This is a report of an approach and some underlying principles in the management of adolescent patients and their families.

Although

[This is a summary or excerpt from the full text of the book or article. The full text of the document is available to subscribers.]

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