Intelligent Multi-Agent Middleware for Ubiquitous Home Networking Environments

Authors: Minwoo Son, Seung-Hun Lee, Dongkyoo Shin, Dongil Shin

Abstract:

The next stage of the home networking environment is supposed to be ubiquitous, where each piece of material is equipped with an RFID (Radio Frequency Identification) tag. To fully support the ubiquitous environment, home networking middleware should be able to recommend home services based on a user-s interests and efficiently manage information on service usage profiles for the users. Therefore, USN (Ubiquitous Sensor Network) technology, which recognizes and manages a appliance-s state-information (location, capabilities, and so on) by connecting RFID tags is considered. The Intelligent Multi-Agent Middleware (IMAM) architecture was proposed to intelligently manage the mobile RFID-based home networking and to automatically supply information about home services that match a user-s interests. Evaluation results for personalization services for IMAM using Bayesian-Net and Decision Trees are presented.

Keywords: Intelligent Agents, Home Network, Mobile RFID, Intelligent Middleware.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1072301

References:

[1] Minami, Toshiro: Putting Old Data into New System: Web-based Catalog Card Image Searching. Proc. 2000 Kyoto International Conference on Digital Libraries (ICDL2000) (2000) 296-303.
[2] Weis, S.A., Sarma, S.E., Rivest, R.L., Engels, D.W.: Security and Privacy Aspects of Low-Cost Radio Frequency Identification Systems. Proc. First International Conference on Security in Pervasive Computing. Lecture Notes in Computer Science, Vol. 2802. Springer-Verlag (2003) 201-212.
[3] Raul Morales Salcedo, Hiroaki Ogata, Yoneo Yano, "Towards a New Home networking Infrastructure with RFID for Mobile ELearning," wmte, pp. 261-263, IEEE International Workshop on Wireless and Mobile Technologies in Education (WMTE'05), 2005.
[4] LibBest : Library RFID Management System Homepage, http://www.rfid-library.com/default.html
[5] Intelligent Homepage, http://www.intellident.co.uk
[6] Eung-Bong Lee: Home networking & Ubiquitous Library. Science and Technology Information Management Association Academic Seminar (V) (2004) (in Korean).
[7] Minami, Toshiro: An Approach towards Library Automation with ICTags. Bulletin of Kyushu Institute of Information Sciences, Vol.5 No.1 (2003) (in Japanese)
[8] Radio Frequency Identification (RFID) homepage, http://www.aimglobal.org/technologies/rfid
[9] Finkenzeller Klaus: RFID Handbook: Radio-Frequency Identification Fundamentals and Applications in Contactless Smart Cards and Identification, (2004).
[10] Ministry of Information and Communications Republic of Korea, The Basic Plan of U-Sensor Network Construction, (2004).
[11] Seunghwa Yu: The Propulsive Direction of RFID/USN Standardization, The Journal of TTA, No. 94, (2004), 12-18.
[12] Korpipaa, P.; Mantyjarvi, J.; Kela, J.; Keranen, H.; Malm, E.J.: Managing context information in mobile devices. Pervasive Computing, IEEE, Vol 2, Issue: 3 (2003) 42 - 51.
[13] Gunhee Kim, Dongkyoo Shin, Dongil Shin : Design of a Middleware and HIML(Human Interaction Markup Language) for Context Aware Services in a Ubiquitous Computing Environment, EUC 2004, (2004) 682-691.
[14] Jongil Jeong, Dongukyoo Shin, Dongil Shin, Hyun-Mok Oh: A Study on the XML-Based Single Sign-On System Supporting Mobile and Ubiquitous Service Environments, Embedded and Ubiquitous Computing, International Conference EUC 2004, (2004) 903-913.
[15] Mobile RFID Forum Homepage, http://www.mrf.or.kr
[16] Harris, C., Cahill, V.: Exploiting user behaviour for context-aware power management, Wireless And Mobile Computing, Networking And Communications, 2005 (WiMob-2005), IEEE International Conference on, Vol. 4, (2005) 122-130.
[17] Jaehun Kim, Jinoh Kim: A task management design for task-based control architecture for personal robots, Industrial Electronics Society, 2004, IECON 2004, 30th Annual Conference of IEEE, Vol 1, (2004) 152-156.