Perceiving the Social: A Multi-Agent System to Support Human Navigation in Foreign Communities

This article describes a system developed to help people explore local communities by providing navigation services in social spaces created by the community members via communication and knowledge sharing. The proposed system utilizes data of a community's social network to reconstruct the social space, which is otherwise not physically perceptible but imaginary, experiential, yet learnable. The social space is modeled with an agent network, where each agent stands for a member of the community and has knowledge about expertise and personal characteristics of some other members. An agent can gather information, using its social "connections," to find community members most suitable to communicate to in a specific situation defined by the system's user. The system then deploys its multimodal interface, which "maps" the social space onto a representation of the relevant physical space, to locate the potential interlocutors and advise the user on an efficient communication strategy for the given community.

[1]  Tianyong Hao,et al.  Toward Automatic Answers in User-Interactive Question Answering Systems , 2011, Int. J. Softw. Sci. Comput. Intell..

[2]  T. V. Geetha,et al.  Requirements Elicitation by Defect Elimination: An Indian Logic Perspective , 2009, Int. J. Softw. Sci. Comput. Intell..

[3]  Christian Wojek,et al.  Activity Recognition and Room-Level Tracking in an Office Environment , 2006, 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems.

[4]  E. Hall,et al.  The Hidden Dimension , 1970 .

[5]  Jian-Wu Xu,et al.  Computer-Aided Detection of Polyps in CT Colonography by Means of Feature Selection and Massive-Training Support Vector Regression , 2012 .

[6]  Dipak Laha,et al.  Handbook of Computational Intelligence in Manufacturing and Production Management , 2007 .

[7]  Yingxu Wang,et al.  Editorial Recent Advances in Cognitive Informatics , 2006, IEEE Trans. Syst. Man Cybern. Syst..

[8]  Ben Goertzel,et al.  Classifier ensemble based analysis of a genome-wide SNP dataset concerning Late-Onset Alzheimer Disease , 2009, 2009 8th IEEE International Conference on Cognitive Informatics.

[9]  Yoram M. Kalman,et al.  Modulating Synchronicity in Computer-Mediated Communication , 2007 .

[10]  Alexander H. Waibel,et al.  The connector: facilitating context-aware communication , 2005, ICMI '05.

[11]  Morten Lind,et al.  A Generic Framework for Feature Representations in Image Categorization Tasks , 2009, Int. J. Softw. Sci. Comput. Intell..

[12]  Peter R. Monge,et al.  Theories of Communication Networks , 2003 .

[13]  Michihiko Minoh,et al.  Communication of Social Agents and the Digital City - A Semiotic Perspective , 2001, Digital Cities.

[14]  Robert Spence,et al.  A framework for navigation , 1999, Int. J. Hum. Comput. Stud..

[15]  SmithJocelyn,et al.  Communicating emotion through a haptic link , 2007 .

[16]  Recent Advances in Cognitive Informatics , 2022 .

[17]  Karon E. MacLean,et al.  Communicating emotion through a haptic link: Design space and methodology , 2007, Int. J. Hum. Comput. Stud..

[18]  Amit Konar,et al.  Swarm Intelligence in Production Management and Engineering , 2008 .

[19]  Wijnand A. IJsselsteijn,et al.  Mediated social touch: a review of current research and future directions , 2006, Virtual Reality.

[20]  Paramartha Dutta,et al.  Handbook of Research on Computational Intelligence for Engineering, Science, and Business , 2012 .

[21]  Michael Kipp,et al.  Designing Emotions , 2011, KI - Künstliche Intelligenz.

[22]  Shigeyuki Hosoe,et al.  Predictability of Rest-to-Rest Movements in Haptic Environments with 3D Constraints , 2006, J. Robotics Mechatronics.

[23]  Hitoshi Ogawa,et al.  A System for Multimodal Exploration of Social Spaces , 2008, HAID.

[24]  Yingxu Wang,et al.  Design and Implementation of an Autonomic Code Generator Based on RTPA , 2010, Int. J. Softw. Sci. Comput. Intell..

[25]  Kenji Suzuki Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis , 2012 .

[26]  Stefano Battiston,et al.  A model of a trust-based recommendation system on a social network , 2006, Autonomous Agents and Multi-Agent Systems.

[27]  Simon Sheikh The Production of Space , 1996 .

[28]  Jomi Fred Hübner,et al.  Addressing the social components of knowledge to foster communitary exchanges , 2005, Int. J. Web Based Communities.