Implementation of Data mining provides organisation apparent and succinct analysis of present situation and a profound insight of prospective events. Quark Gen IT solutions can accomplish data mining that integrates numerous category of data, ensuing in exceptional insight into your customers and every aspect of your operations.

Quark Gen provides different methods for realizing and heaving knowledge from text documents. The data found is translated into formats which are functional, comprehensible format that smoothes the progress of classifying documents, and gathering documents into categories. Our mining solution rigidly incorporates text-based information with prearranged data for superior analyses and decision making.

Benefits of Text Mining

• Gives a more accurate organizational view and streamlines the organizational activities resulting in immediate ROI an high performance

• Distinguish development and anticipate business opportunities

• Improved customer satisfaction and retention

• Detects, reduces various threat and hoax

• Improves quality

• Enhances security

Features

Comprehensive data access

• Textual data in PDF, MS-Word, HTML, ASCII text can be accessed

• Capable of Web crawling

• Capability to extract, transform and load textual data into dataset

Multilingual Support

• Total language list: Danish, Dutch, English, Finnish, French, German, Italian, Japanese, Korean, Norwegian (Bokmal), Portuguese, Spanish, Swedish, Traditional Chinese and Simplified Chinese

• Support for Latin-1, Double Byte Character and UTF-8 encodings

• European languages (Latin-1 encoding): Danish, Dutch, English, Finnish, French, German, Italian, Norwegian (Bokmal), Portuguese, Spanish and Swedish

• Far-Eastern languages (Double Byte Character Support): Japanese, Korean, Simplified Chinese and Traditional Chinese

• Encoding support for Unicode UTF-8

Flexible Documentation interface

• Easy to use interface reduces manual coding with visual diagrams

• Documents can be customized, saved and shared with others e.g. Process flow diagrams, reports etc

• Agile reporting system permits all outcomes to be available in a short and snappy HTML format

Complete text preprocessing capabilities

• Acquire and extract vital elementary information in a manuscript compilation

• Automatic removal of terms in each language with little or no informational value

• Mechanized vocabulary rectification

• Identify root words

• Cataloging Part-of Speech based on the content

• Mechanism to identify phrase-level concepts using noun group extraction

• Significant user-defined multiword tokens

• Large vocabulary with synonym list

• User-customized and default synonym lists

• Composite word splitting into dissimilar sub-terms

Broad characteristic extraction

• Extensive customizable data dictionaries

• Matrix table for normalized extracted entities

• Quadruple unit extraction (for English, French, German and Spanish)

Attribute diminution techniques

• Preliminary process of textual data into a cumulative matrix for application of powerful dimension reduction techniques

• Represents weighted terms in a document

• Singular value decomposition (SVD) changes each article into an n-dimensional topological space

Text collecting algorithms

• Content based Group documents

• Anticipating to increase collection of documents using space collection techniques

• Automatic grouping of documents

• Hierarchical clustering of documents

• Collection of documents in the process flow diagram using Kohonen clustering

• Generating additional structured data from authentic documents