Category Archives: Decision Modeling

Continuous Decisioning

Posted on March 25, 2024 by decisionmanagementcommunity

Arash Aghlara started a good discussion at LinkedIn: “Many times, based on the decisions that we execute on a specific case, we influence the future of the case. Although the case is the same but, it belongs to an altered … Continue reading →

Posted in CI/CD, Decision Intelligence, Decision Modeling | Leave a comment

Arash Aghlara: What is a Decision Model

Posted on March 12, 2024 by decisionmanagementcommunity

“A decision model is a roadmap and blueprint of a business decision that depicts a holistic view of how a business decision is made. At its core, this blueprint is an executable artifact that uses multiple composite techniques to bring … Continue reading →

Posted in Decision Modeling, Decision Models | Leave a comment

Linear Regression in DMN

Posted on March 10, 2024 by decisionmanagementcommunity

In his recent post Bruce Silver wrote: “DMN is not optimized for machine learning algorithms, but it’s good enough for simple problems such as fitting a straight line to a set of data points, known as linear regression.  In this … Continue reading →

Posted in Decision Modeling, DMN, Machine Learning | Leave a comment

Are we solving the correct problem?

Posted on February 16, 2024 by decisionmanagementcommunity

Deepak Mehta: “As problem-solvers, we have all been there. You find the perfect solution to a problem, only to realize that the problem you were trying to solve was different from the one you were presented with. Or worse yet, … Continue reading →

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Learning Decision Rules with GPT

Posted on February 15, 2024 by decisionmanagementcommunity

On Feb 26 Simon Vandevelde, a frequent presenter at DecisionCAMPs, will talk about how to combine learning and reasoning in AI. Register for this free webinar. Here is his abstract: “Operational decisions are an important part of knowledge-intensive organizations, as these … Continue reading →

Posted in Decision Intelligence, Decision Modeling, DMN, Gen AI, GPT-4, LLM, Machine Learning | Leave a comment

IBM Business Automation Manager Open Edition 9.0

Posted on December 15, 2023 by decisionmanagementcommunity

IBM presented BAMOE 9.0 – watch a webinar on Dec 13. It introduces new IBM Decision Manager and Process Automation Manager Open Editions that replace the corresponding Red Hat products: Tim Wuthenow explained that BAMOE is going to be a … Continue reading →

Posted in Business Processes, Business Rules, Decision Modeling, Products, Vendors | Leave a comment

Challenge “Organ Transplants”: one more solution and ChatGPT

Posted on November 3, 2023 by decisionmanagementcommunity

Our Mar-2019 Challenge “Organ Transplants” continues to genera an interest among DM practitioners. Jack Jansonius just submitted a new solution based on the integrated use of decision tables and SQL. We wonder if somebody tries to produce a working solution … Continue reading →

Posted in Challenges, Database, Decision Modeling | Leave a comment

Practical Applications, Use Cases, and Testing (DC2023 Notes Part 3)

Posted on September 25, 2023 by jacobfeldman

As usual, DecisionCAMP included presentations devoted to practical applications and case studies of decision modeling and decision optimization. Testing rules-based decision services is extremely important topic in practical decision management especially in the modern CI/CD world. No wonder we had … Continue reading →

Posted in Case Studies, Decision Modeling, Decision Optimization, DecisionCAMP, DevOps, Optimization, Testing | Leave a comment

Novel Decision Modeling Techniques (DC2023 Notes Part 2)

Posted on September 24, 2023 by decisionmanagementcommunity

There were two presentations at DecisionCAMP-2023 devoted to new ideas that extend traditional Decision Modeling and DMN-like tools in new directions: 1) Probabilistic reasoning when a decision model deals with uncertain facts about which we know only their probability; 2) Declarative … Continue reading →

Posted in Constraint Programming, Decision Intelligence, Decision Modeling, Decision Optimization, DecisionCAMP, Knowledge Representation, Reasoning, Rule Violations | Leave a comment

From Knowledge Sources to Executable Decision Models (DC2023 Notes Part 1)

Posted on September 22, 2023 by jacobfeldman

Considering the current explosive nature of Generative AI, it was only natural to expect that words such as LLMs, ChatGPT, OpenAI will be dominant at DecisionCAMP-2023 as well. In the world of Decision Modeling, it means that these new GenAI … Continue reading →

Posted in Artificial Intelligence, ChatGPT, CI/CD, Decision Intelligence, Decision Modeling, Decision Models, DecisionCAMP | Leave a comment