Using IRON to build frictionless on-line communities

On-line communities are virtual environments where users exchange contents. Occasionally, users' interactions lead to frictions, jeopardising the proper functioning of the community. Trying to avoid frictions, on-line communities typically incorporate a regulation mechanism based on (i) norms set by the owner of the community; and (ii) human moderators. In this paper we present a participatory legislation mechanism that automatically synthesises norms for an on-line community based on users' complaints about contents. With this aim, we present an agent-based simulator to model the interactions within on-line communities. We then exploit IRON, an automatic norm synthesis mechanism, to regulate simulated on-line communities. As a result, IRON synthesises norms that prevent a user from uploading contents that users regard as unacceptable by means of complaints, hence avoiding frictions.

[1]  Steffen Staab,et al.  Finding Optimal Policies for Online Communities with CoSiMo , 2010 .

[2]  Michael Luck,et al.  Norm Emergence in Tag-Based Cooperation , 2010 .

[3]  Juan A. Rodríguez-Aguilar,et al.  Robust coordination in large convention spaces , 2010, AI Commun..

[4]  S. Rosenschein,et al.  On social laws for artificial agent societies: off-line design , 1996 .

[5]  Moshe Tennenholtz,et al.  Minimal Social Laws , 1998, AAAI/IAAI.

[6]  Michael Rovatsos,et al.  Automated norm synthesis in an agent-based planning environment , 2009, AAMAS.

[7]  Wamberto Weber Vasconcelos,et al.  Constraint rule-based programming of norms for electronic institutions , 2009, Autonomous Agents and Multi-Agent Systems.

[8]  Michael Wooldridge,et al.  Automated synthesis of normative systems , 2013, AAMAS.

[9]  Bastin Tony Roy Savarimuthu,et al.  Role Model Based Mechanism for Norm Emergence in Artificial Agent Societies , 2007, COIN.

[10]  Agnar Aamodt,et al.  Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches , 1994, AI Commun..

[11]  Sandip Sen,et al.  Social Instruments for Robust Convention Emergence , 2011, IJCAI.

[12]  Frank Dignum,et al.  Norm compliance checking , 2013, AAMAS.

[13]  Julita Vassileva,et al.  A System Dynamics Approach to Study Virtual Communities , 2007, 2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07).

[14]  Michael J. North,et al.  Complex adaptive systems modeling with Repast Simphony , 2013, Complex Adapt. Syst. Model..

[15]  Mohan Tanniru,et al.  An Agent-Based Approach to Study Virtual Learning Communities , 2005, Proceedings of the 38th Annual Hawaii International Conference on System Sciences.