30th
September
2008
The folks at Fair Isaac pointed me to a new community they have just released - dmtools.fairisaac.com. I have not had much of a chance to check it out but it looks useful and I look forward to participating. One thing is new - you can download trial versions of Blaze Advisor. Have fun…
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posted by James Taylor in Business Rules, News |
29th
September
2008
Bruce Silver had an interesting article recently on The Next Innovation in BPMS in which he discusses the need for repository capabilities in BPM. Bruce makes the point that “next generation” repositories for process management must not only support process models, they must also support “decision models”, business object definitions, performance measurement information and service [...]
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posted by James Taylor in Decision Management |
25th
September
2008
I live in Palo Alto and a new Mountain Mike’s Pizza has just opened up near us. Much as we like MM pizza we have two problems - we like wholewheat dough and, as several members of my family are lactose/milk intolerant, soy cheese. If you have visited or live in Palo Alto you will [...]
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posted by James Taylor in Decision Management, Retail |
24th
September
2008
Scott Sehlhorst (with whom I have presented and about whom I have written before) had a great post this week called Hidden Business Rule Example. Scott walks through some analysis of a process and shows how finding hidden decisions within that process can really inform how you think about the systems and processes you need. [...]
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posted by James Taylor in Adaptive Control, Business Process Management, Business Rules, Data Mining, Decision Management, Requirements |
23rd
September
2008
Jeff Bernstein of Strategem Portfolio Services gave an overview of the latest developments in collections. Jeff’s company has a product called Strategy Director (about which I blogged before). Jeff does a lot of work with collections groups and all too often sees a failure to implement analytics even where those analytic models are being developed [...]
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posted by James Taylor in Business Rules, Customer Experience, Financial Services, Predictive Analytics |
23rd
September
2008
The use of analytics in business decisions, presented by one of InfoCentricity’s customers, was next. In many organizations modelers are busy building predictive models that they then throw over the wall to a business analyst. To bridge this gap you need a collaboration platform that allows modelers to do their thing while allowing business analysts [...]
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posted by James Taylor in Decision Management, Financial Services, Predictive Analytics |
22nd
September
2008
Here’s my presentation from the InfoCentricity User Exchange. Enjoy.
Putting Analytics To Work
View SlideShare presentation or Upload your own. (tags: predictive analyticsanalyticedmente…)
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posted by James Taylor in Business Rules, Decision Management, James Taylor, Predictive Analytics |
22nd
September
2008
Sue Gonella presented on some efficiencies in building predictive scorecards. In particular she covered the use of sampling data vs using all records into a model development exercise.
Rather than using all records she advocated using stratified random sampling where a sample of each group of interest is used to build and validate the models. This [...]
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posted by James Taylor in Predictive Analytics |
22nd
September
2008
Delivering the best value proposition using segmentation is a multi-step journey with 6 main steps and some critical differences from other analytic approaches:
Define Segmentation Objectives
The first step - deciding why to build a segmentation scheme - is important but often overlooked. Reasons may include declining financial performance, changes in strategy or market trends - the [...]
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posted by James Taylor in Data Mining, Marketing, Predictive Analytics |
22nd
September
2008
Nina Shikaloff discussed an analytics technique that I had not heard of - Impact Modeling. Impact Modeling is a decision modeling technique. Decisions on acquiring customers - what to offer for instance - managing customers and handling difficult customers are all important and it can be tricky to identify better ones. Impact modeling is about [...]
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posted by James Taylor in Predictive Analytics |