A Hybrid Method for Recommendation Systems based on Tourism with an Evolutionary Algorithm and Topsis Model
نویسندگان
چکیده
Recommender systems have been pervasively applied as a technique of suggesting travel recommendations to tourists. Actually, recommendation significantly contribute the decision-making process A new approach in tourism industry by combination Artificial Bee Colony (ABC) algorithm and Fuzzy TOPSIS is proposed present paper. multi-criteria method called Techniques for Order Preference Similarity Ideal Solution (TOPSIS) has purpose optimizing system. Data were gathered through 1015 online questionnaire on Facebook social media site. In first stage, model defines positive ideal solution form matrix with four columns, which indicates factors that get involved this study. second ABC starts search amongst destinations recommends best tourist spot users.
منابع مشابه
Design and implementation of a WEBGIS-based recommendation system based on context-awareness for tourism planning
Today, tourism is one of the most lucrative industries in the world. Due to the large amount of information that exists about the points of Interest (POI) of a city, the tourist is faced with an overload of information. As a result, a recommending system is needed to recommend suitable tourist places to the tourist in the shortest time. In order to offer a better offer, the interests and contex...
متن کاملa new type-ii fuzzy logic based controller for non-linear dynamical systems with application to 3-psp parallel robot
abstract type-ii fuzzy logic has shown its superiority over traditional fuzzy logic when dealing with uncertainty. type-ii fuzzy logic controllers are however newer and more promising approaches that have been recently applied to various fields due to their significant contribution especially when the noise (as an important instance of uncertainty) emerges. during the design of type- i fuz...
15 صفحه اولA hybrid model based on machine learning and genetic algorithm for detecting fraud in financial statements
Financial statement fraud has increasingly become a serious problem for business, government, and investors. In fact, this threatens the reliability of capital markets, corporate heads, and even the audit profession. Auditors in particular face their apparent inability to detect large-scale fraud, and there are various ways to identify this problem. In order to identify this problem, the majori...
متن کاملAn Evolutionary Algorithm Based on a Hybrid Multi-Attribute Decision Making Method for the Multi-Mode Multi-Skilled Resource-constrained Project Scheduling Problem
This paper addresses the multi-mode multi-skilled resource-constrained project scheduling problem. Activities of real world projects often require more than one skill to be accomplished. Besides, in many real-world situations, the resources are multi-skilled workforces. In presence of multi-skilled resources, it is required to determine the combination of workforces assigned to each activity. H...
متن کاملFuzzy Hybrid Decision Model for FMS Evaluation and Selection based on GRA-TOPSIS Method
The aim of this paper is to present a hybrid group decision model for evaluating flexible manufacturing systems(FMSs), in which the information about attribute weights is completely unknown, and the attribute values take the form of triangular fuzzy numbers. In this proposed methodology, the voting method is adopted to calculate the attribute weights by aggregating the decision-makers’ attitude...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Fuzzy Information and Engineering
سال: 2022
ISSN: ['1616-8658', '1616-8666']
DOI: https://doi.org/10.1080/16168658.2021.2019430