In order to gain information from huge amount of text more efficiently and accurately, readers may use a system which can automatically categorize input text files and generate summary for each categories. The more precise outcomes from the system, the more less time spending on searching of reading . In this project, implementing Machine Learning technique – Naïve Bayes learning algorithm--on text classification and generating an extractive summary for each categories are two main functions. Relative research works on Machine Learning and Text Mining are exhibited in details. The experiment results are presented and discussed. Aim to achieving better performance on text mining, future works are also introduced.Bachelor of ...
Text classification is the process in which text document is assigned to one or more predefined cate...
Text categorization (also known as text classification) is the task of automatically assigning docum...
The recent advances in information and communication technologies (ICT) have resulted in unprecedent...
In order to gain information from huge amount of text more efficiently and accurately, readers may u...
The automated categorization (or classification) of texts into predefined categories has witnessed a...
Master of ScienceDepartment of Computer ScienceWilliam HsuThis work describes a comparative study of...
Because of the explosion of digital and online text information, automatic organization of documents...
Text mining is drawing enormous attention in this era as there is a huge amount of text data getting...
In the new age era, there is tons of information published on the web every day. Thus, it will take ...
Abstract — With the increasing availability of electronic documents and the rapid growth of the Worl...
Classification is a supervised learning method: the goal is finding the labels of the unknown object...
Data mining is a one of most popular technologies to information management. One of the most importa...
Under the era of technical surge in recent years, the weight of artificial intelligence in people\u2...
In this informative age, we find many documents are available in digital forms which need classifica...
Text classification is the task of automatically sorting a set of documents into categories from a p...
Text classification is the process in which text document is assigned to one or more predefined cate...
Text categorization (also known as text classification) is the task of automatically assigning docum...
The recent advances in information and communication technologies (ICT) have resulted in unprecedent...
In order to gain information from huge amount of text more efficiently and accurately, readers may u...
The automated categorization (or classification) of texts into predefined categories has witnessed a...
Master of ScienceDepartment of Computer ScienceWilliam HsuThis work describes a comparative study of...
Because of the explosion of digital and online text information, automatic organization of documents...
Text mining is drawing enormous attention in this era as there is a huge amount of text data getting...
In the new age era, there is tons of information published on the web every day. Thus, it will take ...
Abstract — With the increasing availability of electronic documents and the rapid growth of the Worl...
Classification is a supervised learning method: the goal is finding the labels of the unknown object...
Data mining is a one of most popular technologies to information management. One of the most importa...
Under the era of technical surge in recent years, the weight of artificial intelligence in people\u2...
In this informative age, we find many documents are available in digital forms which need classifica...
Text classification is the task of automatically sorting a set of documents into categories from a p...
Text classification is the process in which text document is assigned to one or more predefined cate...
Text categorization (also known as text classification) is the task of automatically assigning docum...
The recent advances in information and communication technologies (ICT) have resulted in unprecedent...