An ontology-based hybrid e-learning content recommender system for alleviating the cold-start problem
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DOI: 10.1007/s10639-021-10508-0
Abstract: An e-learning recommender system (RS) aims to generate personalized recommendations based on learner preferences and goals. The existing RSs in the e-learning domain still exhibit drawbacks due to its inability to consider the learner characteristics… read more here.
Keywords: recommender system; start problem; ontology; cold start ... See more keywords
A tourism destination recommender system using users’ sentiment and temporal dynamics
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DOI: 10.1007/s10844-018-0496-5
Abstract: With the development and popularity of social networks, an increasing number of consumers prefer to order tourism products online, and like to share their experiences on social networks. Searching for tourism destinations online is a… read more here.
Keywords: tourism destination; recommender system; system;
Facilitating research through serendipity of recommendations
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DOI: 10.1007/s12652-019-01354-7
Abstract: Recommender systems are used to suggest items that are useful to users. The recommendations can be surprising and may be categorized as serendipitous recommendations. One of the limitations with serendipitous recommendations is that the user… read more here.
Keywords: recommender; recommender system; serendipity; serendipitous recommendations ... See more keywords
A hybrid recommender system for patron driven library acquisition and weeding
Sign Up to like & getrecommendations! Published in 2020 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2020.10.017
Abstract: Abstract Nowadays the explosion of information sources has shaped how library users access information and provide feedback on their preferences. Therefore, faced with this explosion and the blossoming of digital libraries, modern libraries must take… read more here.
Keywords: recommender; acquisition weeding; recommender system; patron driven ... See more keywords
Towards autonomy: A recommender system for the determination of trim and flight parameters for Seagliders
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DOI: 10.1016/j.oceaneng.2019.106338
Abstract: Abstract Currently, pilots maximise the performance of Seaglider underwater gliders by manually selecting their set-up parameters. Building on existing procedures based on the assumption of steady-state motions, a recommender system for the trim and flight… read more here.
Keywords: system; recommender system; trim flight; flight parameters ... See more keywords
Efficient clustering in collaborative filtering recommender system: Hybrid method based on genetic algorithm and gravitational emulation local search algorithm.
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DOI: 10.1016/j.ygeno.2019.01.001
Abstract: The ultimate goal of the Recommender System (RS) is to offer a proposal that is very close to the user's real opinion. Data clustering can be effective in increasing the accuracy of production proposals by… read more here.
Keywords: collaborative filtering; algorithm; emulation local; recommender system ... See more keywords
Evidence-Based Recommender System for a COVID-19 Publication Analytics Service
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DOI: 10.1109/access.2021.3083583
Abstract: The rapid growth of COVID-19 publications has driven clinical researchers and healthcare professionals in pursuit to reduce the knowledge gap on reliable information for effective pandemic solutions. The manual task of retrieving high-quality publications based… read more here.
Keywords: evidence based; evidence; covid publication; recommender system ... See more keywords
AI-Empowered Recommender System for Renewable Energy Harvesting in Smart Grid System
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DOI: 10.1109/access.2022.3152528
Abstract: The electric grid has already been transitioned towards a more flexible, intelligent, and interactive grid system, i.e., Smart Grid (SG) for load management, energy prediction, higher penetration of renewable energy generation, future planning, and operations.… read more here.
Keywords: system; renewable energy; energy; recommender system ... See more keywords
An End-to-End Personalized Preference Drift Aware Sequential Recommender System with Optimal Item Utilization
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DOI: 10.1109/access.2022.3182390
Abstract: The user preference is dynamic and requires drift detection to capture changes for delivering relevant recommendations. A sequential recommender system with drift detection was proposed, where drift points are indicated by comparing characteristics of consecutive… read more here.
Keywords: preference; item; recommender system; sequential recommender ... See more keywords
A Recommender System Method for Children’s Education Using Mobile Technology
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DOI: 10.1109/access.2022.3223663
Abstract: In the last decade, we have seen attention and scientific research in using technology, especially the mobile technology, in education. The critical effects of technology in child education are increasing motivation, the self-confidence of children… read more here.
Keywords: mobile technology; recommender system; educational status; recommender ... See more keywords
Analyzing the Impact of Components of Yelp.com on Recommender System Performance: Case of Austin
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DOI: 10.1109/access.2022.3225190
Abstract: As people’s demand for eating out is steadily increasing, the number of restaurants is continuously increasing, and catering industry platforms such as Yelp, Open Table, and Zomato provide basic information and evaluation information of restaurants… read more here.
Keywords: information; recommender system; yelp com; performance ... See more keywords