Search Results - "Recommender system"

Travel place recommendation system using K-Nearest Neighbors algorithm / Nur Amirah Shahidan by Shahidan, Nur Amirah

“…Nowadays, recommendation system is the most widely system people used. …”
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Measuring learner's performance in e-learning recommender systems by Ghauth, Khairil Imran, Abdullah, Nor Aniza

“…Recommender systems have been a useful tool to recommend items in many online systems, including e-learning. …”
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The effect of incorporating good learners' ratings in e-learning content-based recommender system by Ghauth, K.I., Abdullah, N.A.

“…In this study, we introduce a novel architecture for an e-learning recommender system. More specifically, this paper comprises the following phases i) to propose an e-learning recommender system based on content-based filtering and good learnersratings, and ii) to compare the proposed e-learning recommender system with exiting e-learning recommender systems that use both collaborative filtering and content-based filtering techniques in terms of system accuracy and students performance. …”
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An exploratory study of hierarchical fuzzy systems approach in a recommendation system / Tajul Rosli Razak ... [et al.] by Razak, Tajul Rosli, Abd Halim, Iman Hazwam, Jamaludin, Muhammad Nabil Fikri, Ismail, Mohammad Hafiz, Mohd Fauzi, Shukor Sanim

“…Recommendation system, also known as a recommender system, is a tool to help the user in providing a suggestion of a specific dilemma. …”
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A multicriteria and hybrid approach for video games recommender / Shuria Saaidin by Saaidin, Shuria

“…In conclusion, it was proven that multicriteria and hybrid approach recommender system gave better performance than single criterion recommender system.…”
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A review of personalized recommender system for mental health interventions by Mazlan, Idayati, Abdullah, Noraswaliza, Ahmad, Norashikin, Harun, Siti Zaleha

“…2) What techniques and approaches are used explicitly in recommender systems for mental health applications? 3) What are the limitations and challenges in applying recommender systems in the mental health domain? …”
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Exploring the impact of hybrid recommender systems on personalized mental health recommendations by Mazlan, Idayati, Abdullah, Noraswaliza, Ahmad, Norashikin

“…Additionally, this paper discusses the challenges and considerations involved in combining multiple techniques, such as data integration and algorithm selection for Hybrid Recommender System for this domain. Furthermore, this paper also discusses the data sources that are typically used in hybrid recommender systems for mental health and evaluation metrics that are employed to assess the effectiveness of the hybrid recommender system. …”
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Adaptive user interface design: a case study of web recommendation system by Wan Husain, Wan Nur Liyana, Jantan, Azrul Hazri

“…In practice, however many challenges exist and evaluation results of recommendation systems has been mixed. This paper presents the case study of Netflix and other case studies in the development of recommendation system and analyzes some of the problems and challenges in implementing recommender systems.…”
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Collaborative recommender system for online jewelry store by Hon, Morris Mao Ning

“…One of the most popular solution nowadays to solve this dilemma is recommender system. Recommender systems are now pervasive in user’s lives. …”
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Educational recommender systems: a bibliometric analysis for the period 2002 – 2022 by Noratiqah Mohd Ariff, Lee, Bernard Kok Bang, Sarmela Nadarajan, Muhammed Haziq Muhammed Nor

“…This study also uncovers the important themes in education recommender systems research over time. The findings indicate that the main technique used in educational recommender systems is the collaborative filtering technique. …”
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Design and development of a smart used car recommendation system by Te, Kay Hoe

“…Technologies that are commonly used in recommendation systems such as Python will also be used for the development process. …”
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Recommender System for E-Business Website by Mohamed Ali, Syuhada

“…The scope of study for this project are the combination of theory of recommender system, e-business website function, analyzing preference of customers based on collaborative filtering algorithms and developing the recommender system for e-business website. …”
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Deep learning-based recommendation system: systematic review and classification by Li, Caiwen, Ishak, Iskandar, Ibrahim, Hamidah, Zolkepli, Maslina, Sidi, Fatimah, Li, Caili

“…Our review paper offers insights into the deep learning techniques used across different recommendation systems and provides suggestions for future research. …”
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Movie recommendation system / Najwa Syamimie Hasnu by Hasnu, Najwa Syamimie

“…As a result, the objectives for this project are to study the most suitable algorithms used for a movie recommender system, to implement Collaborative Filtering algorithm on a movie recommender system prototype and to test the functionality of the movie recommender system, hi this project, a movie recommendation system with the use of Collaborative Filtering is proposed to produce a set list of movies for the users. …”
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Recommendation system in selecting course of public university in Malaysia using K-nearest neighbour by Thoi, Wen Bin

“…The objectives of this project are to study the current algorithm and technique in recommendation systems for selecting courses; to implement k-Nearest Neighbour in the recommendation system; and to evaluate the application of the recommendation system. …”
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Development Of Undergraduate Students Course Recommender System by Abdulrazak Yahya, Saleh, Mark Cornalius, Julian

“…Recommender systems can be utilized to their full potential by suggesting to users the information they need, tailored to their interests and personality. …”
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COMMUNITY BASED FOOD MENU PLANNING & RECOMMENDATION SYSTEM by NIK ROSLI, NIK IZRIN HAZIRA

“…Nowadays, food social recommender systems have become a famous system and a new research due to their relevance in healthy life. …”
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Adaptive method to improve web recommendation system for anonymous users by Almurtadha, Yahya Mohammed

Subjects: “…Recommender systems (Information filtering)…”
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An Emotion-Based movie recommendation system using convolutional neural network by Chong, Kok Sian

“…With the growing number of movies released each year, movie recommender systems are becoming more and more important in providing recommendations to users efficiently. …”
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Mobile application: career pathway recommendation system for pure science student / Nor Farhana Sulaiman by Sulaiman, Nor Farhana

“…This study will develop a mobile application system and utilize the internet to use it for the career pathway recommendation system. The accuracy of this system is important to ensure the career are match with the students' academic achievements The project aims to develop career pathway recommendation system for student. …”
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