• Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Implementing Smart Processes Using Iot, Machine Learning, and Business Rules

Implementing Smart Processes Using Iot, Machine Learning, and Business Rules

Hardcover

Business GeneralApplicationsGeneral Computers

PREORDER - Expected ship date October 28, 2026

ISBN10: 3032293065
ISBN13: 9783032293060
Publisher: Springer
Published: Oct 28 2026
Pages: 481
Language: English

This unique book proposes a systematic methodology spanning the full lifecycle of such so-called smart process applications (SPAs) and illustrates it with two realistic case studies.

SPAs are fundamentally different from traditional transaction-driven IT applications, from functional and architectural requirements points of view. They silently monitor independently running processes and only spring into action when they recognize some situations, to suggest or execute actions that will help the process under observation to achieve or prevent certain outcomes. With SPAs, the IoT-enabled context awareness, cloud-enabled distribution, and AI-enabled decision making--a combination of machine learning and business rules--are a matter of domain necessity and not mere technical wizardry. At the core of the proposed development methodology is a requirements framework that helps translate general domain requirements--staying healthy, preventing accidents, etc.--into precise functional and architectural requirements.

Also in

Applications