A Survey Paper on Concept Mining in Text Documents

نویسندگان

  • K. N. S. S. V. Prasad
  • S. K. Saritha
  • Dixa Saxena
  • Bing Liu
  • Yiming Ma
  • Mohamed S. Kamel
  • Fang Li
  • Martin Mehlitz
  • Li Feng
  • Huanye Sheng
چکیده

1. Berry Michael W., (2004), “Automatic Discovery of Similar Words”, in “Survey of Text Mining: Clustering, Classification and Retrieval”, Springer Verlag, New York, LLC, 24-43 2. Navathe, Shamkant B., and Elmasri Ramez, (2000), “Data Warehousing and Data Mining”, in “Fundamentals of Database Systems”, Pearson Education pvtInc, singapore, 841-872. 3. HaralamposKaranikas and BabisTheodoulidis Manchester, (2001), “Knowledge Discovery in Text and Text Mining Software”, Centre for Research in Information Management, UK

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

ارائه مدلی برای استخراج اطلاعات از مستندات متنی، مبتنی بر متن‌کاوی در حوزه یادگیری الکترونیکی

As computer networks become the backbones of science and economy, enormous quantities documents become available. So, for extracting useful information from textual data, text mining techniques have been used. Text Mining has become an important research area that discoveries unknown information, facts or new hypotheses by automatically extracting information from different written documents. T...

متن کامل

خوشه‌بندی اسناد مبتنی بر آنتولوژی و رویکرد فازی

Data mining, also known as knowledge discovery in database, is the process to discover unknown knowledge from a large amount of data. Text mining is to apply data mining techniques to extract knowledge from unstructured text. Text clustering is one of important techniques of text mining, which is the unsupervised classification of similar documents into different groups. The most important step...

متن کامل

A review of text mining approaches and their function in discovering and extracting a topic

Background and aim: Four text mining methods are examined and focused on understanding and identifying their properties and limitations in subject discovery. Methodology: The study is an analytical review of the literature of text mining and topic modeling.  Findings: LSA could be used to classify specific and unique topics in documents that address only a single topic. The other three text min...

متن کامل

A survey on Automatic Text Summarization

Text summarization endeavors to produce a summary version of a text, while maintaining the original ideas. The textual content on the web, in particular, is growing at an exponential rate. The ability to decipher through such massive amount of data, in order to extract the useful information, is a major undertaking and requires an automatic mechanism to aid with the extant repository of informa...

متن کامل

A survey on text mining techniques

text mining is a technique to find meaningful patterns from the available text documents. The pattern discovery from the text and document organization of document is a well-known problem in data mining. Analysis of text content and categorization of the documents is a complex task of data mining. In order to find an efficient and effective technique for text categorization, various techniques ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2017