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decision modeling

When the famous nerd webcomic XKCD pokes fun at how you use technology, it's probably time to try a different approach. Recently he posted on Machine Learning and took a swipe at the mindless way some people approach machine learning.  His characters discuss a "machine learning system" that involves pouring data into a big pile of linear [...]

I am teaching a tutorial at Building Business Capability 2017 on Decision-Centric Business Transformation: Decision Modeling, Monday November 6 at 1:30pm. Whether simplifying business processes; increasing straight through processing; applying big data, advanced analytics or AI/cognitive technology; or looking for dramatic reductions in time to market, many transformation opportunities require a focus on decision-making. In fact, [...]

I am teaching a workshop on Framing Analytic Requirements Using Decision Modeling October 18 at 1:30pm as part of  DMZ 2017, Hartford CT October 16-18 There’s no debate that the power of analytics comes from driving data-driven decision-making in an organization. Nevertheless, most analytic projects have only the vaguest sense of which decisions they are trying to [...]

I am giving a webinar on Success in Customer Next Best Action: Decision Modeling, Rules and Analytics Thursday, May 18, 2017 10:00 AM PDT Digitizing, personalizing and improving customer interactions is critical to business growth, customer retention and market engagement. Executives want to ensure that every interaction with every customer adds value – they want [...]

DecisionCAMP 2017 is coming up July 11-14, 2017 at Birkbeck College, University of London. This is going to be a great opportunity to learn about decision modeling, the Decision Model and Notation (DMN) standard and related topics. In fact the week is full of great things to do if you are in London or can [...]

I am presenting at DecisionCAMP 2017 - The Role of Decision Models in Analytic Excellence - at 11:25am, Thursday July 14 Organizations are increasingly investing in data analytics to improve decision-making. Dashboards, self-service BI, data mining, predictive analytics, machine learning and cognitive technologies are being evaluated, deployed and used as organizations push to adopt data-driven [...]

I am co-presenting with Jan Purchase at DecisionCAMP 2017 - Mind the Gap-Lessons Learned in the Application of DMN to Large Projects - at 10:15am, Thursday July 13 Since the release of DMN 1.1 by the OMG in 2015, a growing number of organisations have sought to use it to model their key business decisions. [...]

One of our clients was presenting recently at a TDWI conference and was picked up on TechTarget - Analytics teams give data science applications real scientific rigor. It's a great article with some good tips about using a repeatable methodology like CRISP-DM, especially when combined with decision modeling as a way to capture business understanding and [...]

I am going to be at IBM InterConnect this week. I am speaking with Kaiser Permanente at 2pm on Monday - Pioneering Decision Services with Decision Modeling at Kaiser Permanente - so come by and here me and Renee speak about our successes with decision modeling with DMN (Decision Model and Notation), business rules and IBM Operational [...]

I have trained a lot of practitioners in the Decision Model and Notation (DMN) - I am closing in on 1,000 decision modeling trainees now - and one of the interesting questions is always their motivation for using decision models. As I look back across all the folks I have trained, four motivations seem to bubble [...]

I am speaking at the Global Big Data Conference in Santa Clara, CA in March on Don't Apply Big Data Analytics To The Wrong Problem: Put Decisions First One of the biggest challenges for analytics Teams is effective communication with their business partners. Too many projects fail to connect problems in the business environment to [...]

I recently wrote three articles for KDnuggets on the potential for decision modeling in the context of the CRISP-DM methodology for analytic projects: Four Problems in Using CRISP-DM and How To Fix Them CRISP-DM is the leading approach for managing data mining, predictive analytic and data science projects. CRISP-DM is effective but many analytic projects neglect key [...]

I am speaking at IBM's InterConnect with Renee Trinidad of Kaiser Permanente on "Pioneering Decision Services with Decision Modeling at Kaiser Permanente", 2:00pm on March 20. Kaiser Permanente is developing clinical decision support (CDS) applications that automate real-time decision services using IBM ODM. Well-designed decision services can replace existing guideline documents in all areas of [...]

BPM Skills in 2017: Hot or Not?

Zbigniew Misiak posted a great set of tips from practitioners BPM Skills in 2017 – Hot or Not - with my contribution here.  This is a great way to get some quick advice from a wide range of practitioners and experts. As someone with a particular focus on decision management and decision modeling I was struck [...]

I am speaking with Tina Owenmark of Cisco on The Role of Decision Modeling in Creating Data Science Excellence at Predictive Analytics World in San Francisco. Cisco's Data Science Office focuses not just on data science, but also on shaping the questions and answers for Cisco's operational groups. They focus not on technology or algorithms but [...]

I am giving a webinar with the International Institute for Analytics on Bringing Clarity to Analytics Projects with Decision Modeling: A Case Study on February 2 at Noon Eastern To succeed, an analytics or data science team must effectively engage with business experts who are often inexperienced with advanced analytics, machine learning and data science. They need a [...]

Tom Davenport had a great article recently on Data Informed - “Printing Money” with Operational Machine Learning. His intro paragraph is great: Organizations have made large investments in big data platforms, but many are struggling to realize business value. While most have anecdotal stories of insights that drive value, most still rely only upon storage cost [...]

Paul Harmon over on BPTrends interviewed Jan Purchase and I about our new book, Real-World Decision Modeling with DMN. The interview covers a pretty wide range of topics - a definition of Decision Modeling, the bottom line value of modeling a decision, the difference between decisions and rules and how decision modeling helps projects. We talk about some of [...]

I am delighted to announce that Jan Purchase, founder of Lux Magi, and I have finished what we believe is the definitive guide to decision modeling with the Object Management Group’s Decision Model and Notation (DMN) standard, Real-World Decision Modeling with DMN. The book is now on general release and available for purchase from Amazon and Barnes [...]

I am participating in a webinar on "The citizen data scientist: Can you democratize analytics for better business outcomes?" with Information Management, sponsored by Dell. Analytics is about better understanding customers, markets, and other phenomena that impact business performance. So while PhDs in mathematics and computer science play an important role in analytics success, employees with [...]