An Ontology-Based Itinerary Planning Model Using Case-Based Reasoning

Tong, Weng Seng (2015) An Ontology-Based Itinerary Planning Model Using Case-Based Reasoning. Project Report. UTeM, Melaka, Malaysia. (Submitted)

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Abstract

Most of the people like to go for travelling. However, planning a trip can be a daunting task since most of them do know where should begin. Hence, they will rely on maps, guide books or travel agencies. This project proposes an itinerary planning model based on ontology. It provides an overview of user and tourism ontology and how they can be used for developing tourism application. Besides it explores how creating ontologies can improve the process of searching for the perfect result based on user interest There are two separate ontologies in this project, one for user’s profile and another one for tourism. The user profile ontology used to facilitate the extraction of user personal information while tourism ontology used to provide a way of viewing all the tourism in Kl. This system is a hybrid system which incorporates with Artificial Intelligence technique that is Case-Based Reasoning (CBR). A cosine similarity function has been proposed to measure the similarity between user input and the 100 cases stored in SQL. The data having highest similarity value will be retrieved and returned as an output. By applying CBR, it will find the best suggestion for the user.

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