Smart Agent Learning based Hotel Search System- Android Environment

Full Text (PDF, 1569KB), PP.9-21

Views: 0 Downloads: 0

Author(s)

Wayne Lawrence 1,* Suresh Sankaranarayanan 2,3

1. Mona Institute of Applied Sciences, University of WestIndies, Jamaica

2. Computing & Information Systems, Institut Teknologi Brunei, Brunei

3. Department of Computing, University of WestIndies, Jamaica

* Corresponding author.

DOI: https://doi.org/10.5815/ijitcs.2012.09.02

Received: 9 Oct. 2011 / Revised: 16 Feb. 2012 / Accepted: 13 Apr. 2012 / Published: 8 Aug. 2012

Index Terms

Agents, JADE-LEAP, Android

Abstract

The process of finding the finest hotel in central location is time consuming, information overload and overwhelming and in some cases poses a security risk to the client. Over time with competition in the market among travel agents and hotels, the process of hotel search and booking has improved with the advances in technology. Various web sites allow a user to select a destination from a pull-down list along with several categories to suit one’s preference.. Some of the more advanced web sites allow for a search of the destination via a map for example hotelguidge.com and jamaica.hotels.hu. Recently good amount of work been carried in the use of Intelligent agents towards hotel search on J2ME based mobile handset which still has some weakness. The proposed system so developed uses smart software agents that overcomes the weakness in the previous system by collaborating among themselves and search Google map based on criteria selected by the user and return results to the client that is precise and best suit the user requirements. In addition, the agent possesses learning capability of searching the hotels too which is based on past search experience. The booking of hotel involving cryptography has not been incorporated in this research paper and been published elsewhere. This will be facilitated on Android 2.2-enabled mobile phone using JADE-LEAP Agent development kit.

Cite This Paper

Wayne Lawrence, Suresh Sankaranarayanan, "Smart Agent Learning based Hotel Search System- Android Environment", International Journal of Information Technology and Computer Science(IJITCS), vol.4, no.9, pp.9-21, 2012. DOI:10.5815/ijitcs.2012.09.02

Reference

[1]Baleleng, T (2011). Hotel Reservation Techniques Retrieved from http://artificialintelligenceseo.info/ 2011/09/hotel-reservation-techniques

[2]Baloch, H (1999). Online Intelligent Hotel Reservation (IHR) using WAP Enable Mobile Phones. Retrieved from http://www.pardis.ir/articles/pdf/p06139.pdf

[3]SSLGUARD (2010). Server-Gated Cryptography Retrieved from http://www.sslguard.com/datasheets/ Thawte-sgc.pdf

[4]Bailey, L S and Suresh, S(2009). Intelligent Agent based Mobile Tour Planner. Proceedings of First Caribbean Conference on Information and Communication Technology, Kingston, Jamaica. Pp 8-13.

[5]McTavish, C A and Suresh, S (2010). Intelligent Agent based Hotel Search & Booking System. Proceedings of 2010 IEEE International conference on Electro/Information Technology, Chicago, USA, May 20-22, 2010.pp.331-336 

[6]Lawrence, W (2011). Application of Agents in Hotel Search and Secured Booking System. M.sc computer Science Dissertation, Department of Computing, University of WestIndies, Jamaica

[7]Lawrence, W and Suresh, S(2012). “Application of Biometric Security in Agent based Hotel Booking System- Android Environment”, Communicated to International Journal on Cryptography and Information Security, AIRCC publishers

[8]Ding et al, (2003), “On Programming Information Agent Systems - An Integrated Hotel Reservation Service as Case Study”. Proceedings of First German Conference on Multiagent System Technologies, MATES 2003, Erfurt, Germany.

[9]Gobin, B A and Subramanian R K (2007). Knowledge Modeling for a Hotel Recommendation System, World Academy of Science, Engineering and Technology, Vol.25. pp 244-248.

[10]Franklin, S. and Graesser, A. (1996). Is it an Agent, or just a Program? A Taxonomy for Autonomous Agents. Retrieved from http://www.msci.memphis.edu/~franklin/AgentProg.html

[11]Jennings, N. R., and Wooldridge, M. (1998). Applications of Intelligent Agents. Retrieved from http://agents.umbc.edu/introduction/jennings98.pdf

[12]Poole et al. (1998). Computational Intelligence. New York: Oxford University

[13]Reilly, D. (1998). Mobile Agents - Process migration and its implications. Retrieved from http://www.davidreilly.com/topics/software_agents/mobile-agents

[14]Serenko, A. and Detlor, B. (2002). A General Overview of the Market and an Assessment of Instructor Satisfaction with Utilizing Toolkits in the Classroom. Retrieved from Agent Toolkits: http://foba.lakeheadu.ca/serenko/Agent_Toolkits_Working_Paper.pdf

[15]Panait, L and Luke, S (2005). Cooperative Multi-Agent Learning: The State of the Art Retrieved from http://cs.gmu.edu/~eclab/papers/panait05cooperative.pdf 

[16]Bellifemine, F et al (2006). Developing Multi-Agen Systems with JADE. Wiley Publishing.

[17]Bellifemine, F et al (2007). JADE: A software framework for developing multi-agent applications. Retrieved from http://www.dia.fi.upm.es/~phernan/AgentesInteligentes/referencias/bellifemine07.pdf

[18]Google (2011). What is Android. Retrieved from http://code.google.com/android/what-is-android.html

[19]Microsoft (2007). Microsoft SQL Server 2008 Top New Features. Retrieved from www.microsoft.com/sqlserver/en/us/editions.aspx