Personalized Route Recommendation Using F-AHP-Express

نویسندگان

چکیده

The route recommendation system helps the driver find best between origin and destination. A often suggests its decision without considering some criteria. This paper proposes a multicriteria decision-making method, namely Fuzzy—Analytic Hierarchy Process—Express (F-AHP-Express) for recommending personal travel from several alternative routes. It is calculated based on driving preferences of road conditions each segment. We compare F-AHP-Express to others; Process (F-AHP) Process—Technique Others Preference by Similarity Ideal Solution (F-AHP-TOPSIS), results, time processing, agility, complexity. Our experiments show that could deliver similar results compared other methods, it additionally fastest method. 45% 23% faster than F-AHP F-AHP-TOPSIS, respectively. not only has processing among others but also least judgments in agility testing. needs 37.5% 16.67% fewer Moreover, AHP-Express complexity O(n), meanwhile, have O(n2) their Thus, method route.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Personalized Tag Recommendation Using Social Contacts

Tag recommendation encourages users to add more tags in bridging the semantic gap between human concept and the features of media object, which provides a feasible solution for contend-based multimedia information retrieval. We study personalized tag recommendation within a popular online photo sharing site Flickr. Contact relationship information of Flickr users is collected to generate an onl...

متن کامل

Personalized Travel Package Recommendation Using Cocktail Algorithm

79 Abstract— As the worlds of business, entertainment, travel and Internet technology become more linked, new types of business data become available for creative use and formal analysis. This project provides a study of online travel information for personalized travel package suggestion to the best course of travel. A target along this line is to address the unique characteristics of travel d...

متن کامل

Personalized Food Recommendation

In this paper a food recommender system giving general and personalized advice is described. The system is based on semi-formal knowledge of personal nutrition gained in a previous project (Food4Me). This project implements a manual expert knowledge based approach using a decision tree for recommending optimal adaptions to the individual nutrition behavior. The system was evaluated in a Proof-o...

متن کامل

Personalized Opinion-Based Recommendation

E-commerce recommender systems seek out matches between customers and items in order to help customers discover more relevant and satisfying products and to increase the conversion rate of browsers to buyers. To do this, a recommender system must learn about the likes and dislikes of customers/users as well as the advantages and disadvantages (pros and cons) of products. Recently, the explosion...

متن کامل

ذخیره 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: Sustainability

سال: 2022

ISSN: ['2071-1050']

DOI: https://doi.org/10.3390/su141710831