Towards MANET-based Recommender Systems for Open Facilities

نویسندگان

چکیده

Abstract Nowadays, most recommender systems are based on a centralized architecture, which can cause crucial issues in terms of trust, privacy, dependability, and costs. In this paper, we propose decentralized distributed MANET-based (Mobile Ad-hoc NETwork) system for open facilities. The is mobile devices that collect sensor data about users locations to derive implicit ratings used collaborative filtering recommendations. mechanisms deriving propagating them MANET network discussed detail. Finally, extensive experiments demonstrate the suitability approach different performance metrics.

برای دانلود رایگان 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

Linked Open Data for content-based recommender systems

The World Wide Web is moving from a Web of hyper-linked Documents to a Web of linked Data. Thanks to the Semantic Web spread and to the more recent Linked Open Data (LOD) initiative, a vast amount of RDF data have been published in freely accessible datasets. These datasets are connected with each other to form the so called Linked Open Data cloud. The aim of LOD is to make available rich datas...

متن کامل

Towards decentralized recommender systems

Automated recommender systems make product suggestions that are tailored to the human user’s individual needs and represent powerful means to combat information glut. However, their practical applicability has been largely confined to scenarios where all information relevant for recommendation making is kept in one single, authoritative node. Recently, novel distributed infrastructures are emer...

متن کامل

Towards effective research recommender systems for repositories

In this paper, we argue why and how the integration of recommender systems for research can enhance the functionality and user experience in repositories. We present the latest technical innovations in the CORE Recommender, which provides research article recommendations across the global network of repositories and journals. The CORE Recommender has been recently redeveloped and released into ...

متن کامل

Towards Collaborative Travel Recommender Systems

Collaborative filtering (CF) based recommender systems have been proven to be a promising solution to the problem of information overload. Such systems provide personalized recommendations to users based on their previously expressed preferences and that of other similar users. In the past decade, they have been successfully applied in various domains, such as the recommendation of books and mo...

متن کامل

Towards recommender systems based on a fuzzy preference aggregation

An approach to deal with user preference relations, instead of absolute ratings, in recommender systems is discussed. User’s preferences are then ratings expressed qualitatively by using linguistic terms. This is a suitable technique when preferences are imprecise and vague. On the other hand, to avoid that the overall item rating may hide the users’ preferences heterogeneity and mislead the sy...

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: Applied Intelligence

سال: 2021

ISSN: ['0924-669X', '1573-7497']

DOI: https://doi.org/10.1007/s10489-021-03117-4