Manufacturing Information Recommendation Model Based on Pattern Mining

Existing enterprise information systems seldom consider different requirements from different users. To remedy this problem, the idea of manufacturing information active recommendation is put forward in this paper to deliver proper information to proper users correctly and timely. A new model called Sequence Behavior Access Pattern tree (SBAP-tree) is constructed based on the different requirements of user's identity, location, behavior habit and business needs for manufacturing information in Web environment. Using this SBAP-tree, historical situations similar to current situation could be sorted by their values, and the behavior could then be determined and output based on the association between the highly similar historical situations. Finally, an example is provided to demonstrate the effectiveness of SBAP-tree and the manufacturing information recommendation model based on SBAP-tree.

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Research of Manufacturing Information Recommendation Model Based on Pattern Mining

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.102-104.813 ◽

2010 ◽

Vol 102-104 ◽

pp. 813-816

Author(s):

D.S. Liu ◽

Chun Hua Ju ◽

Hao Tian

Keyword(s):

Information Systems ◽

Pattern Mining ◽

Current Situation ◽

Information Modeling ◽

Access Pattern ◽

Web Environment ◽

Modeling Process ◽

Manufacturing Information ◽

Information Recommendation ◽

Sequence Behavior

Existing enterprises information systems seldom take different requirement tendency of different personnel into consideration. The idea of Manufacturing Information Active Recommendation was put forward to transfer proper information to proper personnel correctly and timely. The demand sequence behavior access pattern tree was constructed based on the different requirement of user's identity, location and business needs in Web environment manufacturing information. Historical situation similar to current situation could be sorted by its value, and the Behavior could be determined and output based on the association between the highly similar historical situations. Finally, an example was provided to demonstrate the effectiveness of the information modeling process frequent sequence behavior access pattern tree and the model.

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Frameworks for Model-Based Design of Enterprise Information Systems

Handbook of Research on Modern Systems Analysis and Design Technologies and Applications ◽

10.4018/978-1-59904-887-1.ch021 ◽

2009 ◽

pp. 326-356 ◽

Cited By ~ 1

Author(s):

Mara Nikolaidou ◽

Nancy Alexopoulou

Keyword(s):

Information Systems ◽

System Design ◽

Systems Engineering ◽

System Architecture ◽

Enterprise Architecture ◽

Enterprise Information ◽

Enterprise Information Systems ◽

Model Based ◽

Modern Enterprise ◽

Design Tradeoffs

System design is an important phase of system engineering, determining system architecture to satisfy specific requirements. System design focuses on analyzing performance requirements, system modeling and prototyping, defining and optimizing system architecture, and studying system design tradeoffs and risks. Modern enterprise information systems (EIS) are distributed systems usually built on multitiered client server architectures, which can be modeled using well-known frameworks, such as Zachman enterprise architecture or open distributed processing reference model (RM-ODP). Both frameworks identify different system models, named views, corresponding to discrete stakeholder’s perspectives, specific viewpoints, and could serve as a basis for model-based system design. The main focus of this chapter is to explore the potential of model-based design for enterprise information systems (EIS). To this end, the basic requirements for model-based EIS design are identified, while three alternative approaches are discussed based on the above requirements, namely, rational unified process for systems engineering (RUP SE), UML4ODP and EIS design framework.

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