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Text
Mining by Power Text Solutions
Power
Text Solutions 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, in
fact introducing a new generation of information products. Instead of
working with a list of relevant documents provided by the search
engines,
our
users can directly access the well-structured pertinent
information extracted from these documents.
At the core of our approach 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 found documents by their
relative pertinence. More importantly, such text passages
are used to compile self-sufficient
overviews of user-described topic. These comprehensive automatic
digests can be used as a preview or even instead the original documents
found by
any search engine (e.g., Google, Yahoo, MSN, Google Scholar, etc),
located in an online database (e.g., LexisNexis, ABI Inform, etc),
searching web forums or individual collections of documents on your
hard drive. 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.
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 (e.g.,
Advantages & Disadvantages
or
Compare & Contrast) or tailor for
a specific professional
area (like emergency response and law enforcement, homeland security,
real-estate, medicine, journalism,
different aspects of business research, and many other). 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.
Our Main Public Projects (free web
services):
iResearch
Reporter compiles an overview of a topic described by user query,
basing on the top documents returned by Google.
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Similar
to the above, but also demonstrates
the system customization for presenting information on a requested
topic under a specific
angle:
Risks & Solutions
(recommendations and advices)
Advantages &
Disadvantages (quality assessment, e.g. of a product)
Competitive Features
Breakdown (identify the competitors and get a comparative
review, e.g.
of a product)
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Provides
access to a variety of implementations of
this technology, i.e. Current News summarization (without a query) and
user query-biased
summaries, including applying special viewpoints (like in the
system
mentioned above). This system analyzes larger sets of documents
delivered by
different SE, online forums,
databases or custom documents collections (even located on a user's
hard drive).
The Cumulated Demo also serves as an entry
point to our subscription based services, easily customizable
for individual user. In particular, we offer post-processing
of information resources found in databases - ranking of documents
relevant to a user's query, identifying most informative fragments,
summarizing individual documents and compiling a multi-document
overviews on a subject.
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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
cumulated demo mentioned above.
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| Continuous
summarization of Google News business topics. |

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| Continuous
summarization of Google News technology topics. |

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| Continuous
summarization of Google News topics in the US news area. |

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| Continuous
summarization of Google News entertainment topics. |

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| Continuous
summarization of Google News international topics. |

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| Continuous
summarization of Google News sports topics. |

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