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Journal ArticleDOI

Automatic text analysis

Gerard Salton
- 01 Mar 1979 - 
- Vol. 30, Iss: 2, pp 116-116
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This article is published in Journal of the Association for Information Science and Technology.The article was published on 1979-03-01. It has received 49 citations till now. The article focuses on the topics: Text mining.

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Citations
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An evaluation of retrieval effectiveness for a full-text document-retrieval system

TL;DR: An evaluation of a large, operational full-text document-retrieval system shows the system to be retrieving less than 20 percent of the documents relevant to a particular search.
Journal ArticleDOI

Information retrieval on the web

TL;DR: Overall trends cited by the sources are consistent and point to exponential growth in the past and in the coming decade, and the development of new techniques targeted to resolve some of the problems associated with Web-based information retrieval are discussed.
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The Value of Big Data in Digital Media Research

TL;DR: Qualitative aspects of Big Data analyses with regard to their applicability and usefulness in digital media research are discussed, and it is argued that researchers need to consider whether the analysis of huge quantities of data is theoretically justified.
Book

Automatic indexing and abstracting of document texts

TL;DR: This paper aims to provide a history of indexing and Abstracting techniques used in the field since the 1970s, and some of the techniques used today are still in use.
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Hungry like the wolf: A word‐pattern analysis of the language of psychopaths

TL;DR: Rayson et al. as discussed by the authors used statistical text analysis to examine the features of crime narratives provided by psychopathic homicide offenders, and found that psychopaths used more past tense and less present tense verbs in their narratives, indicating a greater psychological detachment from the incident, and their language was less emotionally intense and pleasant.
References
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A Theory of Term Importance in Automatic Text Analysis

TL;DR: Most existing automatic content analysis and indexing techniques are based on word frequency characteristics applied largely in an ad hoc manner, but terms exhibiting high occurence frequencies in individual documents are often useful for high recall performance, whereas terms with low frequency in the whole collection are useful forhigh precision.
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Automatic text analysis based on transition phenomena of word occurrences

TL;DR: Results seem to indicate that the automated selection of index terms from a frequency list holds some promise for automatic indexing.