The following information was submitted:
Transactions: INTERNATIONAL JOURNAL of COMPUTERS
Transactions ID Number: 20-698
Full Name: Liviu Adrian Cotfas
Position: Associate Professor
Age: ON
Sex: Male
Address: Ion Manolescu
Country: ROMANIA
Tel: +40.772.402.305
Tel prefix: +40
Fax:
E-mail address: lcotfas@gmail.com
Other E-mails: liviu.cotfas@ase.ro, liviu_cotfas@yahoo.com
Title of the Paper: Semantic Search Itinerary Recommender System
Authors as they appear in the Paper: Liviu Adrian Cotfas, Andreea Diosteanu, Stefan Daniel Dumitrescu, Alexandru Smeureanu
Email addresses of all the authors: lcotfas@gmail.com, andreea.diosteanu@gmail.com, dumitrescu.stefan@gmail.com, alexandru.smeureanu@gmail.com
Number of paper pages: 8
Abstract: In this paper we present a novel approach based on Natural Language Processing and hybrid multi-objective genetic algorithms for developing mobile tourism itinerary recommender systems. The proposed semantic matching technique allows users to find Points of Interest – POIs that match highly specific preferences. Moreover, it can also be used to further filter results from traditional recommender techniques, such as collaborative filtering, and only requires a minimal initial input from the user to generate relevant recommendations. A hybrid multi-objective genetic algorithm has been developed in order to allow the tourists to easily choose between several Pareto optimal itineraries computed in near real-time. Furthermore, the proposed system is easy to use, thus it can be stated that our solution is both complex and at the same time user-oriented.
Keywords: Semantic similarity, Free text document indexing, Multi-objective genetic algorithm, Itinerary recommender system
EXTENSION of the file: .pdf
Special (Invited) Session: Natural Language Processing Applied in Itinerary Recommender Systems
Organizer of the Session: 653-333
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IP ADDRESS: 188.153.88.229
