A Naive Clustering Algorithm for Text Mining
نویسندگان
چکیده
منابع مشابه
A Scalable Hierarchical Fuzzy Clustering Algorithm for Text Mining
Clustering techniques are generally applied for finding unobvious relations and structures in data sets. In this paper, we propose a novel scalable hierarchical fuzzy clustering algorithm to discover relationships between information resources based on their textual content, as well as to represent knowledge through the association of topics covered by those resources. The algorithm addresses t...
متن کاملAn Efficient Clustering Algorithm for Text Mining Using Greedy Approach
I. Introduction " Data Mining " involves the integration of concepts from computer science, mathematics, and statistics. It seeks to extract useful information and detect interesting correlation and patterns from any form of data, especially numeric data. Data Mining is most associated with the broader process of Knowledge Discovery in Databases (KDD), " the nontrivial process of identifying va...
متن کاملClustering Techniques for Text Mining: A Review
Rapid advancements of smart technologies, permits the individuals and organizations to store large number of documents in repositories. But it is quite difficult to retrieve the relevant documents from these massive collections. Document clustering is the process of organizing such massive document collections into meaningful clusters. It is simple and less tedious to find relevant documents, i...
متن کاملA genetic algorithm for text mining
Text workers should find ways of representing huge amounts of text in a more compact form. Textual documents can be represented by concepts. One way to define the concepts is by the terms, keywords extracted from the textual documents and cleaned by several processes like stopwords and stemming. Using the frequencies of the terms, one can quantify the relations between documents or portions of ...
متن کاملClustering Text Reviews for Opinion Mining
Rapid development of the Internet has lead to the purchase of products based on the reviews provided by the web surfers. It is therefore extremely important to organize the reviews according to the topic. Commonly, this can be achieved by using clustering techniques. Research on document clustering which is an un-supervised from of learning process helps in organizing documents or text reviews ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2015
ISSN: 0975-8887
DOI: 10.5120/ijca2015906717