27.06.2013 Views

Proceedings of the 12th European Conference on Knowledge ...

Proceedings of the 12th European Conference on Knowledge ...

Proceedings of the 12th European Conference on Knowledge ...

SHOW MORE
SHOW LESS

Create successful ePaper yourself

Turn your PDF publications into a flip-book with our unique Google optimized e-Paper software.

Cho<strong>on</strong>-Bae Yoo, Igor Hawryszkiewycz and Kye<strong>on</strong>g-So<strong>on</strong> Kang<br />

2.3 Dynamics <str<strong>on</strong>g>of</str<strong>on</strong>g> Self-organizati<strong>on</strong><br />

The work <str<strong>on</strong>g>of</str<strong>on</strong>g> Heylighen (2001) and Andriani (2005) are valuable understanding <str<strong>on</strong>g>the</str<strong>on</strong>g> emergence <str<strong>on</strong>g>of</str<strong>on</strong>g> new<br />

structure and adaptability in a dynamic envir<strong>on</strong>ment. For examples, organizati<strong>on</strong> has opti<strong>on</strong> to c<strong>on</strong>trol<br />

with <str<strong>on</strong>g>the</str<strong>on</strong>g> importance <str<strong>on</strong>g>of</str<strong>on</strong>g> c<strong>on</strong>tinual adaptati<strong>on</strong> to a changing envir<strong>on</strong>ment (Heylighen 2001), moreover<br />

organizati<strong>on</strong> ensures that new structure emerge in a c<strong>on</strong>sistent way and <str<strong>on</strong>g>the</str<strong>on</strong>g>n achieves <str<strong>on</strong>g>the</str<strong>on</strong>g> benefits<br />

associated with effective operati<strong>on</strong>. In <str<strong>on</strong>g>the</str<strong>on</strong>g> current competitive envir<strong>on</strong>ment coupled with <str<strong>on</strong>g>the</str<strong>on</strong>g> ever<br />

changing envir<strong>on</strong>mental enterprise scene, <str<strong>on</strong>g>the</str<strong>on</strong>g> need for organizati<strong>on</strong>al change demands better<br />

business processes and specially <str<strong>on</strong>g>the</str<strong>on</strong>g> social behavior which require sensitive assessment <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g>ir<br />

impact <strong>on</strong> overall performance. However, <str<strong>on</strong>g>the</str<strong>on</strong>g> implicati<strong>on</strong>s <str<strong>on</strong>g>of</str<strong>on</strong>g> adopting <str<strong>on</strong>g>the</str<strong>on</strong>g> new perspective models as<br />

a management <str<strong>on</strong>g>of</str<strong>on</strong>g> system evoluti<strong>on</strong> are fragmentally addressed.<br />

Design method for dynamic organizati<strong>on</strong> is a better approach to provide improvement in organizati<strong>on</strong>.<br />

Research needs more emphasis <strong>on</strong> exploring and investigating new framework to evaluate design<br />

model and show that it is more appropriate than using existing modeling method to identify <str<strong>on</strong>g>the</str<strong>on</strong>g> new<br />

characteristics. In fact, social behavioral perspective is <str<strong>on</strong>g>the</str<strong>on</strong>g> main element <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> complex processes<br />

modeling and it evolves toward collaborati<strong>on</strong>.<br />

Leading researchers in IS emphasized <str<strong>on</strong>g>the</str<strong>on</strong>g> significance <str<strong>on</strong>g>of</str<strong>on</strong>g> self-organizati<strong>on</strong> (Arthur et al. 2001;<br />

Andriani 2005; Heylighen 2008). On <str<strong>on</strong>g>the</str<strong>on</strong>g> o<str<strong>on</strong>g>the</str<strong>on</strong>g>r hand, a model to capture <str<strong>on</strong>g>the</str<strong>on</strong>g> emergent dynamics <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

complex system is difficult and almost impossible to use traditi<strong>on</strong>al methodologies to analyze <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

complex issues. In practice, adaptive strategies are required for sensing change in <str<strong>on</strong>g>the</str<strong>on</strong>g> envir<strong>on</strong>ment<br />

and <str<strong>on</strong>g>the</str<strong>on</strong>g> significance <str<strong>on</strong>g>of</str<strong>on</strong>g> diversity and self-organizati<strong>on</strong>.<br />

3. Researh questi<strong>on</strong> and hypo<str<strong>on</strong>g>the</str<strong>on</strong>g>sis<br />

This study seeks to address a central research questi<strong>on</strong>. Apart from <str<strong>on</strong>g>the</str<strong>on</strong>g> main questi<strong>on</strong>, <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

subsequent sets <str<strong>on</strong>g>of</str<strong>on</strong>g> research hypo<str<strong>on</strong>g>the</str<strong>on</strong>g>ses were formulated to act as guiding questi<strong>on</strong>s throughout <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

exploratory studies as following:<br />

“Does a multiple perspectives framework improve <str<strong>on</strong>g>the</str<strong>on</strong>g> ability to manage change in<br />

complex processes? “<br />

Hypo<str<strong>on</strong>g>the</str<strong>on</strong>g>ses:<br />

This research focuses <strong>on</strong> multi perspective modeling derived from <str<strong>on</strong>g>the</str<strong>on</strong>g> literature and <str<strong>on</strong>g>the</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g>oretical<br />

foundati<strong>on</strong>s. The paper will test specific hypo<str<strong>on</strong>g>the</str<strong>on</strong>g>ses to address <str<strong>on</strong>g>the</str<strong>on</strong>g> research questi<strong>on</strong>s.<br />

The proposed model is meant to identify <str<strong>on</strong>g>the</str<strong>on</strong>g> informati<strong>on</strong> flow in unforeseen<br />

circumstances by measuring <str<strong>on</strong>g>the</str<strong>on</strong>g> user satisfacti<strong>on</strong>. Therefore:<br />

H1: Multi perspective model will help to identify knowledge flow for better decisi<strong>on</strong><br />

making.<br />

The proposed model enables users to understand what to do in <str<strong>on</strong>g>the</str<strong>on</strong>g> unlikely event <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

unforeseen circumstances by measuring <str<strong>on</strong>g>the</str<strong>on</strong>g> reliability <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> model. Hence:<br />

H2: The model helps organizati<strong>on</strong> to learn how to discover knowledge.<br />

A multi perspective model will support users to facilitate <str<strong>on</strong>g>the</str<strong>on</strong>g> changes and collaborati<strong>on</strong> to<br />

unforeseen circumstances by measuring <str<strong>on</strong>g>the</str<strong>on</strong>g> adaptability <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> model. Thus:<br />

H3: <strong>Knowledge</strong> flow in organizati<strong>on</strong>s is influenced by significant change.<br />

A multi perspective model will enhance <str<strong>on</strong>g>the</str<strong>on</strong>g> development <str<strong>on</strong>g>of</str<strong>on</strong>g> better relati<strong>on</strong>ships am<strong>on</strong>g stakeholders<br />

and improve resp<strong>on</strong>siveness to unforeseen circumstances by measuring <str<strong>on</strong>g>the</str<strong>on</strong>g> resp<strong>on</strong>siveness <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

model. Therefore:<br />

H4: The organizati<strong>on</strong> will resp<strong>on</strong>d to unforeseen circumstances needed for better<br />

knowledge flow.<br />

4. Approach and objective<br />

System design framework is recognized prior to modeling a complex system at various points in <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

organizati<strong>on</strong>'s development and in managing system evoluti<strong>on</strong>. However, <str<strong>on</strong>g>the</str<strong>on</strong>g> framework would not<br />

succeed without <str<strong>on</strong>g>the</str<strong>on</strong>g> full understanding <str<strong>on</strong>g>of</str<strong>on</strong>g> significant change across <str<strong>on</strong>g>the</str<strong>on</strong>g> organizati<strong>on</strong>s. The research<br />

questi<strong>on</strong> rises as to whe<str<strong>on</strong>g>the</str<strong>on</strong>g>r <str<strong>on</strong>g>the</str<strong>on</strong>g> model based <strong>on</strong> a multi perspective approach allows an easier<br />

management <str<strong>on</strong>g>of</str<strong>on</strong>g> system evoluti<strong>on</strong>. To illustrate this, we propose an approach that <str<strong>on</strong>g>the</str<strong>on</strong>g> modeling <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

complex systems uses multiple perspectives framework to improve understanding <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> complex<br />

990

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!