Development of an Intelligent Recommender System for E-Guided Tourism: Modeling Service and Product Discrimination in E-Guided Tourism ?Developing a Recommender System Using Neuro-Rough Approach - Softcover

BANERJEE, SOUMYA

 
9783639114928: Development of an Intelligent Recommender System for E-Guided Tourism: Modeling Service and Product Discrimination in E-Guided Tourism ?Developing a Recommender System Using Neuro-Rough Approach
Softcover
ISBN 10: 3639114922 ISBN 13: 9783639114928
Publisher: VDM Verlag, 2009

Synopsis

This monograph proposes a model of Tourist recommender comprising of conventional Neural Network and Rough set construct; in turn this makes the system intelligent and adaptive. The case study considered in this report is the tourism practices followed in the North West state of India, Rajasthan. Present case study also has the flavor of multi-criteria driven recommender system and modeled through a heuristics method combining both Rough set and Neural Network. The potential of rough set to handle uncertain request of the tourists choices has been demonstrated compared to the conventional usage of Rough Set as Clustering. The work also encourages the complete shell development of such recommender system which could be thus used in other diversified and complex recommendation of medical service after modifying its contextual knowledge. It has been observed from the proposed model that tourist's choices could be combined optimally with the help of plug-in software included in web-portal to serve them better. The elaborated background of recommender system, its components and state-of-the art, mathematical illustrations has been presented in the Appendix of the report.

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About the Author

Soumya Banerjee, B.E(Computer Sc.), Ph.d(Computer Science, Submitted to BIT, India), Head Computer Science, Birla Institute of Technology, International Campus Mauritius, previously was at Microsoft Research, Cognizant. Dr.G.S.Dangayach (Ph.d IIT Delhi, India) Department of Mechanical Engg., Malviya National Institute of Technology, Jaipur,India.

"About this title" may belong to another edition of this title.

Publisher
VDM Verlag
Publication date
2009
Language
English
ISBN 10 
3639114922
ISBN 13 
9783639114928
Binding
Paperback
Number of pages
60