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This paper surveys expert systems (ES) development using a literature review and classification of articles from 1995 to 2004 with a keyword index and article abstract in order to explore how ES methodologies and applications have developed during this period.
For this reason we performed a detailed investigation of a scientific publication records, which (i) may be naturally represented as a network and (ii) owns an external author-made classification of articles.
In order to determine how data mining techniques (DMT) and their applications have developed, during the past decade, this paper reviews data mining techniques and their applications and development, through a survey of literature and the classification of articles, from 2000 to 2011.
Another feature was automated data validation as the classification of articles was done through a graphical user interface with predefined choices and functionality.
Some are specialized in the classification of articles, e.g. AnneOTate, CISMeF, and MedMOLE.
Similarly, classification of articles as described above will be summarised using simple numerical counts and percentages.
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Hand searching of the literature provided a "gold standard" classification of article categories.
Regarding the outcome classification of the articles, 33 of the 39 articles could be classified concordantly by researchers MO and FS, and in six cases a third researcher (SM) was consulted for the final decision.
(A document referencing the 95 articles that we reviewed, along with the classification of these articles, may be found in the Supplemental Materials).
The reason for using MeSH terms is because it contained information on the topics of the articles, which may be useful for the classification of the articles by the automated systems.
To assess the development of EE within the academic world we conducted a literature survey based on an exhaustive count of all articles mentioning EE and related terms since the 1980s, and a classification of all articles published in 2008 and 2009 in the journal Ecological Engineering.
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categorization of articles
grading of articles
categorisation of articles
categories of articles
classification of organisms
classification of occupations
classification of juveniles
classification of waterways
classification of games
classification of methods
classification of snakes
classification of couriers
classification of dinosaurs
classification of diseases
classification of drugs
classification of documents
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