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Text
Mining by Power Text Solutions
We
offer
two independent approaches to information summarization and analysis:
A. iResearch Reporter is recommended
when you need to quickly
familiarize yourself with different topics.
B. Topical Research
Information Modules (TRIM) are good when you have
permanent research areas.
TRIMs can be viewed
as specialized semantic
modules, tuned up to your topic. They provide multiple choices for
information processing and in-depth analysis. TRIMs structure the data
according to the automatically
identified key aspects of user's research theme, and hence
provide a multi-perspective,
panoramic view of information in your research area. Each TRIM
can be
reused repeatedly - just load it with a fresh portion of
documents.
Read more on the TRIM approach and evaluate
this system here.
iResearch
Reporter
multi-document summarization technology
allows
to summarize web search results on
the fly,
thus saving your time by performing automatic research job at your request. Instead
of directly accessing the relevant documents provided by the search
engines,
users get the well-structured pertinent
information extracted from these documents.
Read
more on the iResearch Reporter approach and evaluate this system here.
iResearch
Reporter
advanced system.
Besides
using results from the common web search, this technology can
also be applied to processing of information
retrieved from search
engines (e.g., Google, Yahoo, Google Scholar, etc), online
databases, web forums & blogs, specialized search engines,
etc. It also
can use custom lists of URLs or summarize
collections of documents
right from your desktop.
Along with the multi-document summarization, our tools also support
non-query-biased summarization of individual documents. Summarization
can take into account multiple general (like Trends & Forecasts,
Advantages & Disadvantages, Causes & Consequences, etc,
etc) or
user-defined (professional) contexts, thus focusing the output onto
particular perspectives and organizing it into relevant thematic
sections.
Read
more on the iResearch Reporter advanced and evaluate this system here.
At
the core of our technology is methodology of excerpting the most relevant
and informative text passages that are semantically and grammatically complete. The
measure of
such
passages provides effective criteria for smart
ranking of documents by
their
relative pertinence. Such text passages
are used for compiling self-sufficient
overviews of user-described topic. These comprehensive automatic
digests can be used as a preview or even instead the original documents. The
technology can also be applied for summarization without
a user query of an
aggregated set of documents relevant to a certain topic (e.g., articles
provided by the Google News).
Our
automatically compiled multi-document summaries reach
the quality of
human-written overviews (independently of the
amount of source documents and with any length of the output text). The
summaries are characterized by meaningful
organization, i.e. they
have contents, sections, subsections with subheadings, paragraphs. Our
approach allows to modify the summarization techniques after guessing
the user's
search intentions
through
analysis of a query formulated in natural language form.
Our NewsFeed
Researcher public project provides continuous summarization of
Google News topics in the business, technology, US, international,
entertainment and sports areas. Compiled articles are published online
with no human touch. The capability to summarize the news on any
particular topic can be tested "live" by evaluating the iResearch
Reporter advanced demo mentioned above.
Important
feature of this technology is its high
flexibility, allowing to quickly adjust it to be
able to retrieve and organize information under a certain angle, e.g.
applying certain general context
or tailor
for
a specific professional
area (like emergency response and law enforcement, homeland security,
real-estate, medicine, journalism,
different aspects of business research, etc). This allows us
to quickly deliver custom solutions
for different professional areas, accommodate to special
user tasks and different
kinds of information resources.
We offer free and commercial
web services, so as building custom applications for
information professionals.
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