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What is Recommendation System

Smart Systems Design, Applications, and Challenges
A system that gives recommendations to a user based on the context.
Published in Chapter:
Realizing IoE for Smart Service Delivery: Case of Museum Tour Guide
Umar Mahmud (Foundation University Islamabad, Pakistan), Shariq Hussain (Foundation University Islamabad, Pakistan), Arif Jamal Malik (Foundation University Islamabad, Pakistan), Sherjeel Farooqui (Foundation University Islamabad, Pakistan), and Nazir Ahmed Malik (Department of Computer Science, Bahria University, Islamabad, Pakistan)
Copyright: © 2020 |Pages: 30
DOI: 10.4018/978-1-7998-2112-0.ch010
Abstract
Widespread use of numerous hand-held smart devices has opened new avenues in computing. Internet of things (IoT) is the next big thing resulting in the 4th industrial revolution. Coupling IoT with data collection, storage, and processing leads to Internet of everything (IoE). This work outlines the concept of smart device and presents an IoE ecosystem. Characteristics of IoE ecosystem with a review of contemporary research is also presented. A comparison table contains the research finding. To realize IoE, an object-oriented context aware model is presented. This model is based on Unified Modelling Language (UML). A case study of a museum guide system is outlined that discusses how IoE can be implemented. The contribution of this chapter includes review of contemporary IoE systems, a detailed comparison, a context aware IoE model, and a case study to review the concepts.
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More Results
Improving Recommendation Accuracy and Diversity via Multiple Social Factors and Social Circles
A recommendation system is a subclass of information filtering system that seeks to predict the “rating” or “preference” a user would give to an item.
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Implicit Culture Framework for Behavior Transfer
a system that produces recommendations about interesting items in response to the implicit or explicit information requests from its users.
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Agent-Based Network Infrastructure for E-Communities
A Recommendation system is a program which attempts to predict items (documents, Web pages, persons, etc.) that a user may be interested in, given some information about the items and/or the user’s profile.
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Knowledge Management for E-Government Applications and Services
It is a program which attempt to predict items (news, products, services, Web pages, etc.) that a user may be interested in based on various information e.g. demographics, transaction history, navigation, etc.
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E-Commerce Recommendation Systems
It is a program which attempt to predict items (movies, music, books, news, web pages, etc.) that a user may be interested in based on various information, for example demographics, transaction history, navigation, and so forth.
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The Identity of the Public Library and Reading Practices: Overview of the Reading(&)Machine Project and Its Context
A software procedure that creates specific recommendations for different types of users, helping them make choices.
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Weather-Based Crop Prediction Using Big Data Analytics
A recommendation system is an algorithm that suggests crops that are most appropriate to a certain person.
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Collective Intelligence in a Computer-Mediated Environment
A specific form of information filtering to present elements (objects or information) in a contextual manner.
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