Power Text Solutions

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.
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)
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.
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.
Continuous summarization of Google News business topics.
Continuous summarization of Google News technology topics.
Continuous summarization of Google News topics in the US news area.
Continuous summarization of Google News entertainment topics.
Continuous summarization of Google News international topics.
Continuous summarization of Google News sports topics.