منابع مشابه
Scientific DataLink's Artificial Intelligence Classification Scheme
About a year ago, I was approached by I’hocbe Huang of Comtex Scientific Corporation who hoped t,hat I would help devise a dramatically expanded index for topics in AI, to aid Comtex in indexing the series of AI memos and reports that they had been gathering. Comtex had tried to get the ACM to expand and update its classification, but was told that ACM had just revised the listing two years or ...
متن کاملClassification of Topic Evolutions in Scientific Conferences
Abstract—The number of scientific publications have been increasing explosively in recent years. Although scholar searching engines and recommendation systems help to find relevant papers, neither of them can build overviews of a certain scientific conference, which is more meaningful and important for researchers to keep up with academic trends. In this paper, we propose the concepts of topic ...
متن کاملClassification of Scientific Publications using Swarm Intelligence
Document classification is an important task in data mining. Currently, identifying category (i.e., topic) of a scientific publication is a manual task. The Association for Computing Machinery Computing Classification System (ACM CCS) is most wildly used multi-level taxonomy for scientific document classification. Correct classification becomes difficult with an increase in number of levels as ...
متن کاملScientific Curve Classification by Combining Simple Algorithms
The problem of classifying scientific data, in this case measurements from a respirometer, is addressed. The use of shape and of multiple classification algorithms operating on the same data is addressed. The combination of many diverse methods increases the reliability of the classifier and should allow a wider variety of input data to be processed.
متن کاملClassification of Scientific Papers Using Machine Learning
The project aims to develop a domain-independent and adaptive approach for scientific document classification using both information fromdocument contents and citation links. We evaluate several content-based classification methods including K-nearest neighbours, nearest centroid, naive Bayes and decision trees and find that the naive Bayes outperform other when training set is sufficiently lar...
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ژورنال
عنوان ژورنال: Theory, Culture & Society
سال: 2006
ISSN: 0263-2764,1460-3616
DOI: 10.1177/026327640602300201