Methodologies for Active Knowledge Modeling

Methodologies for Active Knowledge Modeling

John Krogstie (NTNU, Norway) and Frank Lillehagen (Commitment, Norway)
DOI: 10.4018/978-1-60566-278-7.ch006
OnDemand PDF Download:


Innovative design is the most important competitive factor for global engineering and manufacturing. Critical challenges include cutting lead times for new products, increasing stakeholder involvement, facilitating life-cycle knowledge sharing, service provisioning, and support. Current IT solutions for product lifecycle management fail to meet these challenges because they are built to perform routine information processing, rather than support agile, innovative work. Active Knowledge Modeling (AKM) provides an approach, methodologies, and a platform to remedy this situation. This chapter describes the AKM-approach applied by manufacturing industries and consultants to implement pragmatic and powerful design platforms. A collaborative product design methodology describes how teams should work together in innovative design spaces. How to configure the AKM platform to support such teams with model-configured workplaces for the different roles is described in the visual solutions development methodology. The use of this approach is illustrated through a case study and is compared with related work in the enterprise modeling arena to illustrate the novelty of the approach.
Chapter Preview

Akm Approach

The AKM approach has at its core a customer delivery process with seven steps. The first time an enterprise applies AKM technology, we recommend that these steps are closely followed in the sequence indicated. However, second and third time around work processes and tasks from the last five steps can be reiterated and executed in any order necessary to achieve the desired results.

The AKM approach is also about mutual learning, discovering, externalizing and sharing new knowledge with partners and colleagues. Tacit knowledge of the type that actually can be externalized, is most vividly externalized by letting people that contribute to the same end product actually work together, all the time exchanging, capturing and synthesizing their views, methods, properties, parameter trees and values, and validating their solutions. Common views of critical resources and performance parameters provide a sense of holism and are important instruments in achieving consensus in working towards common goals. The seven steps of the approach are shown in Figure 1. The steps are denoted C3S3P and have briefly been described earlier in (Stirna, Persson, & Sandkuhl, 2007). Concept testing, performing a proof-of-concept at the customer site, is not included in the figure. The solutions modeling stage is vital for creating holistic, multiple role-views supporting work across multi-dimensional knowledge spaces, which in turn yield high-quality solution models.

Figure 1.

The steps of the customer delivery process

Complete Chapter List

Search this Book:
Editorial Advisory Board
Table of Contents
Chapter 1
Terry Halpin
When modeling information systems, one often encounters subtyping aspects of the business domain that can prove challenging to implement in either... Sample PDF
Enriched Conceptualization of Subtyping
Chapter 2
Alessandro Artale, C. Maria Keet
This chapter focuses on formally representing life cycle semantics of part-whole relations in conceptual data models by utilizing the temporal... Sample PDF
Essential, Mandatory, and Shared Parts in Conceptual Data Models
Chapter 3
Peter Bollen
In this chapter the authors extend the ORM conceptual modeling language with constructs for capturing the relevant parts of an application ontology... Sample PDF
Extending the ORM Conceptual Schema Language and Design Procedure with Modeling Constructs for Capturing the Domain Ontology
Chapter 4
Janis Stirna, Anne Persson
This chapter presents experiences and reflections from using the EKD Enterprise Modeling method in a number of European organizations. The EKD... Sample PDF
EKD: An Enterprise Modeling Approach to Support Creativity and Quality in Information Systems and Business Development
Chapter 5
Anders Carstensen, Lennart Holmberg, Kurt Sandkuhl, Janis Stirna
This chapter discusses how an Enterprise Modeling approach, namely C3S3P1, has been applied in an automotive supplier company. The chapter... Sample PDF
Integrated Requirement and Solution Modeling: An Approach Based on Enterprise Models
Chapter 6
John Krogstie, Frank Lillehagen
Innovative design is the most important competitive factor for global engineering and manufacturing. Critical challenges include cutting lead times... Sample PDF
Methodologies for Active Knowledge Modeling
Chapter 7
Peretz Shoval, Mark Last, Avihai Yampolsky
In the analysis phase of the information system development, the user requirements are studied, and analysis models are created. In most UML-based... Sample PDF
Data Modeling and Functional Modeling: Examining the Preferred Order of Using UML Class Diagrams and Use Cases
Chapter 8
Mauri Leppänen
A large number of strategies, approaches, meta models, techniques and procedures have been suggested to support method engineering (ME). Most of... Sample PDF
OntoFrame: An Ontological Framework for Method Engineering
Chapter 9
Patrick van Bommel, Stijn Hoppenbrouwers, Erik Proper, Jeroen Roelofs
A process-oriented framework (QoMo) is presented that aims to further the study of analysis and support of processes for modeling. The framework is... Sample PDF
Concepts and Strategies for Quality of Modeling
Chapter 10
John Erickson, Keng Siau
This chapter presents the basic ideas underlying Service Oriented Architecture as well as a brief overview of current research into the phenomena... Sample PDF
Service Oriented Architecture: A Research Review from the Software and Applications Perspective
Chapter 11
Vítor Estêvão Silva Souza, Ricardo de Almeida Falbo, Giancarlo Guizzardi
In the Web Engineering area, many methods and frameworks to support Web Information Systems (WISs) development have already been proposed.... Sample PDF
Designing Web Information Systems for a Framework-Based Construction
Chapter 12
Tony Elliman, Tally Hatzakis, Alan Serrano
This paper discusses the idea that even though information systems development (ISD) approaches have long advocated the use of integrated... Sample PDF
Business Process Simulation: An Alternative Modelling Technique for the Information System Development Process
Chapter 13
Leandro Dias da Silva, Elthon Allex da Silva Oliveira, Hyggo Almeida, Angelo Perkusich
In this chapter a formal agent based approach for the modeling and verification of intelligent information systems using Coloured Petri Nets is... Sample PDF
An Agent Based Formal Approach for Modeling and Verifying Integrated Intelligent Information Systems
Chapter 14
Jan vom Brocke
With the design of reference models, an increase in the efficiency of information systems engineering is intended. This is expected to be achieved... Sample PDF
Design Principles for Reference Modelling: Reusing Information Models by Means of Aggregation, Specialisation, Instantiation and Analogy
Chapter 15
Eleni Berki
Information systems development methodologies and associated CASE tools have been considered as cornerstones for building quality in an information... Sample PDF
Examining the Quality of Evaluation Frameworks and Metamodeling Paradigms of Information Systems Development Methodologies
About the Contributors