T multi-objective multi-stakeholder decision modeling methodology is an effective way to describe and aid context-rich idiosyncratic organizational decision making situations that traditional single attribute decision methodologies can not tackle. The purpose of this paper is to demonstrate how to teach students this methodology as a decision making tool to analyze real-life decision problems u...

Objective There is a growing interest in the customers’ innovation in the realm of tourism studies. In the new global business ecosystem where individuals, organizations, governments and economy work together as an integrated network, we need a new innovation model. The model should be set at a level in which internal, external, cooperative and co-creative ideas can converge to create organiza...

In medical information system evaluation research, often multi-disciplinary by nature, understanding of stakeholder thinking seems to be more vital than in many other areas of system evaluation. However, stakeholder groups are rarely addressed empirically or theoretically in health care related literature. In general in information systems science, four different stakeholder groups are consider...

The rise of genomic technologies and increasing interest in personalized medicine have triggered a renewed focus on the role of biomarkers in drug development and clinical care. While many stakeholders, including industry, regulatory agencies, patients, academia, and payers, are involved in biomarker development and use, these stakeholders reside in functional siloes that lead to fragmented out...

Serious gaming approaches so far focus mainly on skill development, motivational aspects or providing immersive learning situations. Little work has been reported to foster awareness and decision competencies in complex decision situations involving incomplete information and multiple stakeholders. We address this issue exploring the technical requirements and possibilities to design games for ...

This paper presents a conceptual model of agreement options on negotiation support for civil engineering decision. The negotiation support facilitates the solving of group choice decision making problems in civil engineering decision to reduce the impact of mud volcano disaster in Sidoarjo, Indonesia. The approach based on application of analytical hierarchy process (AHP) method for multi crite...

Participatory approaches to development in general and natural resource management in particular are now a widely accepted management strategy. Multi-agent system (MAS), a computer-based tool, offers a promising approach for multistakeholder management systems such as the case involving community-managed resources. MAS provides a framework where stakeholders’ (or agents) individual actions, beh...