Word Searches With Search Engines

As mentioned above, search engines index the exact words found on Web pages. Thus, when you search with a search engine, you are looking for exact words. "Choose your words well," says the proverb. Since you do not know exactly what words may be on a particular Web page that covers the subject you are interested in, you must be creative in anticipating the possibilities.
FOREST LOG. Here is a scheme, called FOREST LOG, to help generate search terms. Suppose, for example, you wish to research the validity of testing. Here is how you might use the Forest Log scheme to generate terms.

FO
Forms
Forms or variants of the words you are thinking of. For example, if you search on validity of testing, you may miss a page that discusses validity of tests. So you should include the forms: test, testing, tests. Many search engines allow wild cards to cover most forms by using a wild card, often an asterisk, as in test.

RE
Related Terms
Related to testing is measurement, assessment, performance, criteria, judgment, evaluation, and so forth. A search only on validity of test* will miss validity of performance measures.

ST 
Synonymous Terms
What other words are synonymous or used in place of the word test? What about exam, examination, assessment, quiz, midterm? As another example, suppose you search under apple growing, and find a few items but not what you want. What other possible phrases might be used in an article that would cover this topic? You might search on fruit tree farming, fruit orchards, Washington Red Delicious, etc.

LOG
Ladder of Generalization
The higher on the ladder, the more general or comprehensive the term, while the lower on the ladder, the more specific the term. Thus, for example, a list of terms related to testing, from most general to most specific, might includemeasurement, assessment, testing, performance test, weightlifting performance test. When you are developing a set of search terms and searching with them, if you do not get the results you want, move up or down the ladder of generalization and generate some more terms.

Search Tips
There are several ways to type in a word search. Knowing the differences can help you get better results.
Keyword Search. Many search engines by default offer a keyword search. This kind of search will find all pages that contain any of the words you have specified. Moreover, the search will find the words in any order and in any location. For example, suppose you are looking for information about the formulas in shampoo. If you perform a keyword search using the phrase consumer product chemistry, the engine will return every page that mentions any one of these three words anywhere on the page. Thus, you will see pages about "Consumer Protest over Dangerous Toys," and so forth. Fortunately, most engines list their findings (hits) in a ranked order, so that hits with all of the words will be listed before hits with only one or two of the words. And usually, pages where the words are close together will be listed earlier. However, that still means that your keyword search for consumer product chemistry will return a page containing, "Some consumer groups are advocating product warning labels on children's chemistry sets."
Phrase Search. Many search engines allow you to perform an exact phrase search, so that pages with only the words you type in, in that exact order and with no words in between them, will be found. The exact phrase search is often a remedy for too many irrelevant hits. To perform an exact phrase search at a search engine that permits it, put the phrase in quotation marks: "consumer product chemistry." If you get zero results, go back to the Forest Log and do some work!
Boolean Operators. Named after mathematician George Boole, Boolean logic involves the operators AND, OR, NOT, and occasionally NEAR. These operators are available in some engines to expand or contract your search results. The operator OR expands the search, while the others contract it. Let me explain by examples. If you type into the search engine, "summer OR flowers," you will get a hit on every page that has either the word "summer" or the word "flowers" on it. (For the technically minded, the OR is an inclusive OR so that pages with both words will also be returned.) On the other hand, if you type in, "summer AND flowers," only pages with both terms will be returned. As you might imagine, this will be a smaller set of hits. If you type in "summer NOT flowers," then only pages with the word "summer" and not with the word "flowers" will be found. And similarly, if you type in "summer NEAR flowers," only pages with the word "summer" in the close vicinity of the word "flowers" will be returned. Some pages allow you to specify the nearness of the words, such as not more than 15 or 50 words apart.
1. Use several search tools. Because of the constant indexing that search sites do, and because of the way their indexes work, some will find content that others will not. No engine has the entire Web indexed. Use several engines and several directories, and look at reference and targeted engines as well for the most thorough search. (And remember the Invisible Web!). See "World Wide Web Research Tools" for a list of good engines and other tools.2. Read the search tips or help information at each search engine. You will learn how to perform more sophisticated searches, how to restrict or expand searches, and how to use the site more efficiently. For example, AltaVista, Excite, and InfoSeek allow the use of quotation marks to create an exact phrase search, a plus sign to indicate a word that must occur to yield a hit page, and a minus sign to exclude pages that include the word. By combining these items, you can create a very powerful and specific search: "lesson plans" +K-12 -science tells the engine to search for the exact phrase lesson plans (rather than just the two words anywhere in the document, on pages that must include the term K-12 and that must not include the word science.
3. For keyword searches, use several words. If you type in a general topic word as if you were looking through a card catalog, you are likely to receive tens or even hundreds of thousands of hits. A search for "insomnia," for example, will return more than 20,000 hits from one engine. You might try a search on "causes insomnia cure better sleep sleepless" or something similar. Try to imagine what words might occur in an article you want and type in several of those words. Use synonyms, too. Alternatively, use an exact phrase search on "treatment of insomnia" or a directory search, starting with the subject Health or Lifestyle. Note that you can combine various phrases into one search to improve your yield. If you are researching apple growing, you might combine several phrases from different places on the ladder of generalization and type in fruit tree apple farming growing Washington Red Delicious orchards Gala Fuji Granny Smith and see what you get.
4. Guess a location. The address or URL (uniform resource locator) of a web site is, surprisingly, often guessable. Many companies use a standard form of URL, which is http://www.companynamehere.com, where "companynamehere" is the name of the company. Thus, for example, Sony is found at http://www.sony.com and you can figure out how to get to Disney, Honda, and NBC the same way. Companies with long names often abbreviate them in some guessable way, as for example http://www.nytimes.com is the New York Times, and the standard form with "adage" in the middle will bring up Advertising Age and with "popsci" in the middle will get you Popular Science.
Moreover, that middle word is often the key to a site's content even when not identifying a famous company. What, for example, do you think you would find at http://www.fraud.com or http://www.weather.com? Try the standard form with "salami" or even "search" and see what happens. Try a few of your own areas, based on a topic (like news) an item (like a fruit), or a place.
5. Select the wheat from the chaff by thinking about what you want. What are you looking for? Facts, opinions (anyone's opinion or an expert's), statistics, narratives of personal experience, eyewitness descriptions, new ideas, proven solutions, reference material? See the companion article, "Evaluating Internet Research Sources" for more information.
6. Back up to find out where you are. When you click on a hit from a search engine, you are connected directly to the page where the search terms were matched. It is not always clear exactly where you have arrived. You may see something like, "Chapter 5: The Triumph of Palladian Architecture." Who wrote this? What is the book about, of which this is Chapter 5? To answer these questions, look at the URL (address) you have connected to. If may look something like this: http://www.some.edu/faculty/jones/architec/ch5.htm. The page you are reading is the lowest level of a series of directories beginning with the web site (www.some.edu), dropping to a "faculty" directory, then to a "jones" directory, and so on. To learn more about the context of your Chapter 5, go to the right end of the URL and chop off the "ch5.htm" and then press return. This will have the effect of backing you up one level in the hierarchy and you can see what the higher directory ("architec" in this case) is all about. You might find a book title, author, or other information. Now chop off the "architec" directory and back up to "jones" to see what is there. Back up as far as you want or need to in order to find out the information you need about the work and its author.
If you are doing research for a report or project, be sure to write down the URL and all pertinent information so that you can cite the source properly. (See below for example citation style for this page.) If you print directly from your browser, the URL will be printed for you in an upper or lower corner. But if you save the page to disk, the URL will not be included, so be sure to copy it down.
Lifesaver tip: If you accidentally neglect to write down the URL, but have a printed or disk copy of the article, you can either see the URL printed at the top of the page or you can use a search engine to locate the article for you again. To do this, type in from the article a four or five-word phrase that contains the most unusual words you can find. Then perform an exact phrase search for these words. The engine will almost always take you right to the article.

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