Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    data analytics and truck accident claims
    How Data Analytics Reduces Truck Accidents and Speeds Up Claims
    7 Min Read
    predictive analytics for interior designers
    Interior Designers Boost Profits with Predictive Analytics
    8 Min Read
    image fx (67)
    Improving LinkedIn Ad Strategies with Data Analytics
    9 Min Read
    big data and remote work
    Data Helps Speech-Language Pathologists Deliver Better Results
    6 Min Read
    data driven insights
    How Data-Driven Insights Are Addressing Gaps in Patient Communication and Equity
    8 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: KDD 2009 Panel Report: Open Standards and Cloud Computing
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Uncategorized > KDD 2009 Panel Report: Open Standards and Cloud Computing
Uncategorized

KDD 2009 Panel Report: Open Standards and Cloud Computing

MichaelZeller
MichaelZeller
4 Min Read
SHARE

Leading Experts Debate Emerging Trends for Predictive Analytics and Data Mining.

At KDD 2009 in Paris, the leading conference on Knowledge Discovery and Data Mining, a panel of experts discussed various topics related to open standards and cloud computing, with a particular focus on the practical use of statistical algorithms, reliable production deployment of models and the integration of predictive analytics within other systems.


Moderated by Zementis, the panel was comprised of a distinguished group of thought leaders representing key software vendors in the data mining industry including DMG / Open Data Group, IBM, KNIME, KXEN, Microstrategy, Pervasive, SAS and SPSS.

The first major focus of the discussion was the Predictive Model Markup Language (PMML). All vendors on the panel strongly support PMML, the de-facto standard for model exchange. It was evident that all panel members champion the PMML standard and will continue to actively improve features and usability through their products. Addressing enhanced compatibility among vendors, the DMG and Zementis now offer a comprehensive PMML converter to check, validate, and convert PMML models. The panel also coincided with the …


Leading Experts Debate Emerging Trends for Predictive Analytics and Data Mining.

At KDD 2009 in Paris, the leading conference on Knowledge Discovery and Data Mining, a panel of experts discussed various topics related to open standards and cloud computing, with a particular focus on the practical use of statistical algorithms, reliable production deployment of models and the integration of predictive analytics within other systems.

More Read

Image
From “Can You Hear Me Now?” to #KimsDataStash
Leading Change? Know Your Entry Point
Translating the Geek Speak: Is It Time to Dump Your IT Company?
Big Data: What’s a Brontobyte Again?
Going Green


Moderated by Zementis, the panel was comprised of a distinguished group of thought leaders representing key software vendors in the data mining industry including DMG / Open Data Group, IBM, KNIME, KXEN, Microstrategy, Pervasive, SAS and SPSS.

The first major focus of the discussion was the Predictive Model Markup Language (PMML). All vendors on the panel strongly support PMML, the de-facto standard for model exchange. It was evident that all panel members champion the PMML standard and will continue to actively improve features and usability through their products. Addressing enhanced compatibility among vendors, the DMG and Zementis now offer a comprehensive PMML converter to check, validate, and convert PMML models. The panel also coincided with the general release announcement of PMML 4.0, the latest version of the standard.

Turning towards the emerging trend of Cloud Computing, it was evident that all vendors are actively investigating how to leverage the cloud most effectively for predictive analytics and data mining. Several vendors already provide cloud-based solutions, either on a public cloud infrastructure like Amazon EC2 or their own data center.

PMML and Cloud Computing are a reality and available today! There was no doubt that PMML as a standard has been accepted and has evolved into a valuable foundation for the predictive analytics industry. Cloud Computing will deliver additional benefits for various data mining solutions, either through a private or a public cloud infrastructure depending on the nature of the application.

For a more detailed summary of the panel, please review the KDD 2009 Panel Report which summarizes questions and answers from the discussion.

Comprehensive blog featuring topics related to predictive analytics with an emphasis on open standards, Predictive Model Markup Language (PMML), cloud computing, as well as the deployment and integration of predictive models in any business process.

Link to original post

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

data analytics and truck accident claims
How Data Analytics Reduces Truck Accidents and Speeds Up Claims
Analytics Big Data Exclusive
predictive analytics for interior designers
Interior Designers Boost Profits with Predictive Analytics
Analytics Exclusive Predictive Analytics
big data and cybercrime
Stopping Lateral Movement in a Data-Heavy, Edge-First World
Big Data Exclusive
AI and data mining
What the Rise of AI Web Scrapers Means for Data Teams
Artificial Intelligence Big Data Exclusive

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

Mok Oh: To Do Data Science, You Need a Team of Specialists

13 Min Read

Can You Digg It?

1 Min Read

Deciding When to Replace ERP Is Complicated

11 Min Read

Ryan Kamauff on Password Protection

2 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
AI and chatbots
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?