Tag Archives: predictive

Physical Predictive Analytics

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Big data. It’s the buzz word used everywhere, usually thought of for use by tech companies such as IBM and Intel, but is now making it’s way into a variety of other companies – even Wal-Mart!

An recent article discusses the next big thing in big data. When dealing with a wealth of data, there’s:

  1. descriptive analytics – explains what has happened in the past
  2. predictive analytics – predicting future events
  3. prescriptive analytics – will predict the future, explaining why and “prescribing” some solution for what will happen

The article mentions self-driving cars as an example and how prescriptive analytics allows cars to handle left and right turns to happen in the future. However, I can see this playing a larger role in ubiquitous computing related to physical devices and sensors that control behavior in other ways. For example, take a thermostat which can use weather forecasting data to predict how weather will affect future A/C usage and issue bill ahead of time. The thermostat uses future forecasting and makes some decision (specifying a bill) based on household use. In what other ways can an abundance of big data and sensors play a role in the future of prescriptive analytics.

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