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is in fact circular, since the popularity of a site is de ned by the popularity of other sites, and there may be cycles of links between sites However, the popularity of sites can be de ned by a system of simultaneous linear equations, which can be solved by matrix manipulation techniques The linear equations are de ned in such a way that they have a unique and well-de ned solution The popular Web search engine googlecom uses the referring-site popularity idea in its de nition page rank, which is a measure of popularity of a page This approach of ranking of pages gave results so much better than previously used ranking techniques, that googlecom became a widely used search engine, in a rather short period of time There is another, somewhat similar, approach, derived interestingly from a theory of social networking developed by sociologists in the 1950s In the social networking context, the goal was to de ne the prestige of people For example, the president of the United States has high prestige since a large number of people know him If someone is known by multiple prestigious people, then she also has high prestige, even if she is not known by as large a number of people The above idea was developed into a notion of hubs and authorities that takes into account the presence of directories that link to pages containing useful information A hub is a page that stores links to many pages; it does not in itself contain actual information on a topic, but points to pages that contain actual information In contrast, an authority is a page that contains actual information on a topic, although it may not be directly pointed to by many pages Each page then gets a prestige value as a hub (hub-prestige), and another prestige value as an authority (authorityprestige) The de nitions of prestige, as before, are cyclic and are de ned by a set of simultaneous linear equations A page gets higher hub-prestige if it points to many pages with high authority-prestige, while a page gets higher authority-prestige if it is pointed to by many pages with high hub-prestige Given a query, pages with highest authority-prestige are ranked higher than other pages See the bibliographical notes for references giving further details.

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ZXing ("Zebra Crossing") barcode scanning library for Java, Android .... php-zxing​, PHP wrapper to Zxing Java library. zxing-js/ ... ZBar, Reader library in C99. Getting Started Developing · Android · Core · 27 releases

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17 Aug 2015 ... NET to quickly make barcode reader or writer software. ... to share how to use ZXing to create QR code writer and reader for both desktop Java  ...

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Certain information-retrieval systems permit similarity-based retrieval Here, the user can give the system document A, and ask the system to retrieve documents that are similar to A The similarity of a document to another may be de ned, for example, on the basis of common terms One approach is to nd k terms in A with highest values of r(d, t), and to use these k terms as a query to nd relevance of other documents The terms in the query are themselves weighted by r(d, t) If the set of documents similar to A is large, the system may present the user a few of the similar documents, allow him to choose the most relevant few, and start a new search based on similarity to A and to the chosen documents The resultant set of documents is likely to be what the user intended to nd The same idea is also used to help users who nd many documents that appear to be relevant on the basis of the keywords, but are not In such a situation, instead of adding further keywords to the query, users may be allowed to identify one or a few of the returned documents as relevant; the system then uses the identi ed documents

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looking for best barcode scanner library , besides zxing - Stack ...
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The McGraw Hill Companies, 2001

to nd other similar ones The resultant set of documents is likely to be what the user intended to nd

(218)

.

CHAPTER 10:

Consider the problem of locating documents about motorcycle maintenance for the keywords motorcycle and maintenance Suppose that the keywords for each document are the words in the title and the names of the authors The document titled Motorcycle Repair would not be retrieved, since the word maintenance does not occur in its title We can solve that problem by making use of synonyms Each word can have a set of synonyms de ned, and the occurrence of a word can be replaced by the or of all its synonyms (including the word itself) Thus, the query motorcycle and repair can be replaced by motorcycle and (repair or maintenance) This query would nd the desired document Keyword-based queries also suffer from the opposite problem, of homonyms, that is single words with multiple meanings For instance, the word object has different meanings as a noun and as a verb The word table may refer to a dinner table, or to a relational table Some keyword query systems attempt to disambiguate the meaning of words in documents, and when a user poses a query, they nd out the intended meaning by asking the user The returned documents are those that use the term in the intended meaning of the user However, disambiguating meanings of words in documents is not an easy task, so not many systems implement this idea In fact, a danger even with using synonyms to extend queries is that the synonyms may themselves have different meanings Documents that use the synonyms with an alternative intended meaning would be retrieved The user is then left wondering why the system thought that a particular retrieved document is relevant, if it contains neither the keywords the user speci ed, nor words whose intended meaning in the document is synonymous with speci ed keywords! It is therefore advisable to verify synonyms with the user, before using them to extend a query submitted by the user.

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