Pattern Taxonomy Mining for Text Categorization
نویسندگان
چکیده
منابع مشابه
Data Mining and the Text Categorization Framework
The aim of this contribution is to show one of the most important application of text mining. According to a wide part of the literature regarding the aforementioned field, great relevance is given to the classification task (Drucker et al., 1999, Nigam et al., 2000). The application contexts are several and multitask, from text filtering (Belkin & Croft, 1992) to word sense disambiguation (Gal...
متن کاملArabic Text Categorization Using Classification Rule Mining
Text categorization is one of the known problems in classification data mining. It aims to mapping text documents into one or more predefined class or category based on its contents of keywords. This problem has recently attracted many scholars in the data mining and machine learning communities since the numbers of online documents that hold useful information for decision makers, are numerous...
متن کاملTwo-Level Fuzzy Cognitive Map Mining for Text Categorization
Abstract For text categorization, one kind of FCM, two-level FCM, is proposed. The FCM includes two kinds of nodes that are attribute nodes and class nodes forming two levels, and has the intelligence advantages of structured knowledge representing and numeric matrix inference. The FCM mining method combines mutual information and gradient descent, and considers two stable states in FCM learnin...
متن کاملSkinning the Cat: Comparing Alternative Text Mining Algorithms for Categorization
Applying category labels to textual documents can be useful for 1) Search Indexing, 2) Document Filtering, and 3) Summarization. Many different algorithms have been proposed for applying category labels to text documents. We compare and contrast different approaches to text mining using Enterprise Miner for Text. INTRODUCTION The automatic classification of documents into categories is an incre...
متن کاملText Mining Template Based Algorithm for Text Categorization for Improving Business Intelligence
1 Associate Professor 2 Research Scholar 1,2 School of Computer Science&Engineering, Bharathidasan University, Tiruchirappalli-24, Tamilnadu, India __________________________________________________________________________________________ Abstract: In this computerized world, as everything being computerized, many new techniques and technologies have been emerged in order to meet the business n...
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: 2017
ISSN: 0975-8887
DOI: 10.5120/ijca2017914465