AroniSmartIntelligence™: New Capabilities, Big Data, Bayesian Network Models,Text Mining and Analysis, Tag Clouds

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Summary of What's New in The Latest Version of AroniSmartIntelligence™ 

  • A cutting edge data mining and analytical module for unstructured text. The text may be coming from several sources, including business, markets, investment, economic and general news and RSS feeds, social media, web reviews and others.
  • Using advanced string to word processing or Naïve Bayes Multinomial text mining algorithms, evaluators and search algorithms, AroniSmartIntelligence has now full capabilities to mine text, identify most predictive words and make perform regressions.
  • The evaluators implemented include: CFS Evaluator, Correlation , Gain Ratio Attribute , Info Gain Attribute , One R Attribute Principal Component Analysis (PCA), and Relief Attribute. The search algorithms include Best First, Greedy Stepwise, and Ranker.
  • On top of regression and Bayesian analytics, the Test Analysis output includes a cloud of tags or words that highlights in a intuitive, 

color coded text viewer the most important words or tags that appear in the news. 

  • AroniSmartIntelligence ™, the most advanced analytical, statistical research, and data mining tool built for Mac OS X, can leverage data created by AroniSmartInvest's News Feed Reader module. With the New Feed Reader, AroniSmartInvest user has the a bility to subscribe to most investment RSS feeds and share news through social media, process the feeds and save processed data in a directory for further data mining with AroniSmartIntelligence.
  • Improved user interface, with easy navigation.
  • Optimized BigData, Bayesian Models,  segmentation and text mining algorithms.

What does new AroniSmartIntelligence bring you?

One of the consequences of the advances in new technologies is the increasing prominence of BigData. Big Data has been here and exploding. Businesses, individuals and the society have been slowly adjusting to the new trend in technology, data mining and analytics adapted to the needs of BigData. AroniSoft LLC, with its AroniSmart™ line of technological and analytical tools and methodologies, has been working to make sure our customers will be able to harness the benefits offered by BigData. AroniSmartIntelligence™ has a module dedicated to BigData: Text Processing and Bayesian Models. The module is dedicated to analyzing text data and discovering network relationships among different variables and attributes.

The module includes several Bayesian Network models, estimators and algorithms to deal with unstructured data. AroniSmartIntelligence™ models have been optimized for the needs of BigData analytics. To support text and unstructured data mining, the Text processing capability has been added in AroniSmartIntelligence Descriptive Analysis module. AroniSmartIntelligence™ allows the analyst to load plain text from various sources, organized in folders and sub-folders and create a dataset in “aroni” format, to be processed in the Bayesian Models, Regression Analytics, or Segmentation modules.

One of the various data sources is RSS feeds. Using AroniSmartInvest™ RSS Text Analysis module, it is possible to create a folder containing RSS entries, ready to be processed by AroniSmartIntelligence™ Text Processing module. AroniSmartInvest™ RSS Text Analysis module will process RSS content and create a file in “aroni” format. From there, the analyst can leverage the powerful advanced analytical capabilities of AroniSmartIntelligence™,

Welcome into the World of Applied and Research Statistics, Big Data Mining, and Text Analysis with AroniSmartIntelligence™