Whitepaper

Technology Brief: Machine Learning on Natural Language Text and Log Data

Skytree - the machine learning company - LogoSkytree, “The Machine Learning Company,” has published a technology brief entitled, “Machine Learning on Natural Language Text and Log Data.”

The author of the brief is Nick Pendar, PhD, who serves as NLP Data Scientist for the company.

Pendar states, “Critical business information is often in the form of unstructured and semi-structured data that can be hard or impossible to interpret with legacy systems. In this brief, discover how you can use machine learning to analyze both unstructured text data and semi-structured log data, providing you with the insights needed to achieve your business goals.”

Download your free copy today from the DATAVERSITY website:

Download the Skytree technology brief today.

Semantic Technology Drives Agile Business (White Paper)

Cognizant White Paper coverWe are pleased to publish a new white paper for free download, “How Semantic Technology Drives Agile Business,” from Thomas Kelly, a Director in Cognizant’s Enterprise Information Management practice.

Kelly’s experience and pragmatic approach to Enterprise Data Management shows through in this paper.  As Kelly posits in the introduction, “To achieve sustainable competitive advantage and facilitate operational agility, organizations must speed the time to business value of newly acquired data assets from months to weeks or days. Semantic technology provides the architectural foundation for getting there.”

Kelly addresses how the pace of business today is increasing while becoming more complex with considerations like big data and mobile. He points out that traditional Data Warehousing and Business Intelligence approaches simply cannot keep up with that pace. The solution he points to is Semantic Technologies, and he covers how they improve on both DW and BI while delivering “Smart Data” integration and analytics.

Download a free copy of the full white paper by filling out the form below:

About the Author

Photo of Thomas KellyThomas Kelly is a Director in Cognizant’s Enterprise Information Management (EIM) Practice and heads its Semantic Technology Center of Excellence, a technology specialty of Cognizant Business Consulting. He has 20 plus years of technology consulting experience in leading data warehousing, business intelligence, and big data projects, focused primarily on the life sciences and healthcare industries.

 

White Paper: “The Business Value of Semantic Technology”

Image of white paper cover: "The Business Value of Semantic Technology"

Free Download at
http://bit.ly/WqS34V

“If you don’t understand what your software engineers are talking about, perhaps it’s because they are using a vocabulary they invented for the problem they are solving.” This begins a white paper called, “The Business Value of Semantic Technology” by Chris Moran, CTO, Information Management Solutions Consultants, Inc.

Moran continues, “Engineers invent a vocabulary and data structure for each system they build and each problem they solve, and only the engineers who built the system understand this structure and vocabulary. Even other engineers must learn it in order to make the data usable. In most enterprises today, we have as many different ways to ask questions of our data as we have systems to store it. We have as many different vocabularies and data structures as we have systems. The problem is actually worse than it sounds….

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Ask the Author – IT of the Future: Semantic Cloud Architecture

Image of the paper cover - I.T. of the Future: Semantic Cloud ArchitectureRecently, we published Yefim “Jeff” Zhuk’s article, “IT of the Future: Semantic Cloud Architecture.” The paper has been a very popular free download (available here).

One of the readers, Lev Gorodinski (CTO, EPaySpot), approached Jeff directly with some questions and the two engaged in a conversation filled with insights that they wanted to share with our readers. They are kindly allowing us to republish the thread in its entirety.

Photo of Lev GorodinskiLev Gorodinski: I’ve read the article and have some bigger picture questions and comments which likely warrant several discussions. Overall, I am interested in methodologies which aim to bridge the gap between knowledge and its technical manifestation and am therefore interested in the subject matter.

The term “sandbox” in BASE may create the impression that it isn’t a production level system. I think that both the goal of BASE to “Decrease the number of manual operations required for business changes” and its notion of a “playground” are essential to making it ready for production. This will allow an agile and iterative development and exploration process.

Photo of Jeff ZhukJeff Zhuk: The primary purpose is setting a common ground where business analysts and developers can collaborate on real business tasks. For some companies this ground can serve in production and other companies might feel more comfortable to use it as a playground for safe development and testing before copying to production. The role of the playground will be growing without growing maintenance cost.
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IT of the Future: Semantic Cloud Architecture

In July of 2011, we published a series of articles, “From Business as Usual to Knowledge-Driven Architecture” by Yefim “Jeff” Zhuk. The series outlined enterprise IT of the future with integrated software and knowledge engineering, further expanding on ideas originally described in the book “Integration-ready Architecture and Design.”

Image of the paper cover - I.T. of the Future: Semantic Cloud ArchitectureToday, we are pleased to offer Jeff’s latest article as a 27-page PDF file. In this new article, he focuses on the process of transitioning from IT architectures of today to Semantic Cloud Architecture with very practical “baby steps” — steps which require minimum upfront investment. The emphasis of this article is on collaborative work of business and enterprise architects with the Business Architecture Sandbox for Enterprise, (BASE) that was demonstrated at the 2012 Semantic Tech and Business Conference –San Francisco.

Zhuk says, “The discussed approach is gradually shifting the focus of IT from technology to information by standardizing business event processing, placing the seeds of semantic technology in the current business ground, and establishing a self-sustaining process of transformation to semantic cloud architecture. The article provides the context and speaks technical details for this transition.”

Read/Download the full paper (registration required)

As a teaser, here is the beginning of the article and Section Headings…

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WHITE PAPER: Putting Semantics to Work in Financial Services

Putting Semantics to Work in Financial ServicesSemanticWeb.com, in association with Recognos Financial and Expert System, is pleased to provide this white paper (PDF, opens in new window) as a free resource.  The white paper serves as an introduction to the use of Semantic Technology in the financial services industry, but the techniques and technologies referred to here can also be applied to other enterprises.

Topics covered include:

  • Why Semantic Technology Matters
  • Knowledge Management: More than just search
  • Customer Care: Using semantics for valuable insight
  • Sentiment Analysis: Hearing the voice of the customer
  • Key Benefits of Semantic Technologies (working with unstructured data, data integration, and data mining)

Be sure to also check out the recent webcast:
“Why Semantics Matter: Demonstrating the Power of Semantic Technology in Financial Services,” also created in partnership with Expert System and Recognos Financial.

Please let us know what you think and if you would like to see more resources like this by commenting below.