An Overview of Recommender Systems in the Context of Smart Cities

Author(s):  
Rabie MADANI ◽  
Abderrahmane EZ-ZAHOUT ◽  
Abdellah IDRISSI
2019 ◽  
Vol 24 (15) ◽  
pp. 11071-11094 ◽  
Author(s):  
Mubbashir Ayub ◽  
Mustansar Ali Ghazanfar ◽  
Zahid Mehmood ◽  
Khaled H. Alyoubi ◽  
Ahmed S. Alfakeeh

2018 ◽  
Vol 56 (2) ◽  
pp. 78-86 ◽  
Author(s):  
Hadi Habibzadeh ◽  
Andrew Boggio-Dandry ◽  
Zhou Qin ◽  
Tolga Soyata ◽  
Burak Kantarci ◽  
...  

Recommender systems were introduced in the early 1990s. They did not get too much attention and were limited to a narrow domain implemented by only a few companies until the outburst of E-commerce. As online shopping became popular, the recommender system started becoming an integral part of an organization marketing strategy and since then they have completely evolved a lot. This give an opportunity to start with a recommendation System project by collecting information from news of users to provide a best recommendation. The cities become smatter so, this paper review different methods of implementing Recommender systems models for smart cities along with their drawbacks and possible improvements.


2020 ◽  
Vol 92 ◽  
pp. 101545 ◽  
Author(s):  
Lara Quijano-Sánchez ◽  
Iván Cantador ◽  
María E. Cortés-Cediel ◽  
Olga Gil

2021 ◽  
Vol 17 (2) ◽  
pp. 61-69
Author(s):  
M. I. Ivanova

Introduction. The article discusses approaches to describing recommender systems in public administration in the context of digital transformation of smart cities. Recommender systems are information filtering and recommendation mechanisms designed to facilitate and increase the speed of decision making. The effectiveness of public administration depends on the ability of state bodies not only to promptly respond to emerging challenges, but also on the ability to foresee such situations, to develop possible scenarios for future developments based on a retrospective analysis of available data, which will become possible due to the implementation of recommendation systems in the general canvas of the state digital platforms. Despite the lack of unambiguity in understanding the concept of a smart city, the scientific community emphasizes the importance of technological infrastructures not only for the life of the urban area, but also for the process of making management decisions. The scientific corps crystallizes the idea of a smart city as a functional urban area created by means of information and communication technologies, without which it becomes impossible to manage the city in an efficient and sustainable way. Over the past 20 years, the original concept of a smart city, conceived as a way to achieve more sustainable urban development, has gradually evolved to address the problems of ineffective governance. In this context, striving to improve such aspects as the quality of life of citizens, as well as the empowerment of their rights and opportunities, the smart city becomes a kind of environment in which the citizen is the center of all services and initiatives taking place in a given territory, where the use of technology plays the most important role.Materials and methods. The methodological basis of the research is characterized by the following general scientific methods: analysis, synthesis, systemic and functional approaches.Discussion and conclusion. As a result of the study, it was revealed that recommender systems should become part of the decision-making process in the field of public administration. The question of the quality of the recommendations provided remains unresolved, since the effectiveness of the recommendation systems depends on factors that go beyond the quality of the forecasting algorithm.


Author(s):  
Tomas Brusell

When modern technology permeates every corner of life, there are ignited more and more hopes among the disabled to be compensated for the loss of mobility and participation in normal life, and with Information and Communication Technologies (ICT), Exoskeleton Technologies and truly hands free technologies (HMI), it's possible for the disabled to be included in the social and pedagogic spheres, especially via computers and smartphones with social media apps and digital instruments for Augmented Reality (AR) .In this paper a nouvel HMI technology is presented with relevance for the inclusion of disabled in every day life with specific focus on the future development of "smart cities" and "smart homes".


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