Search Results - "Recommender system"

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    Hotel recommendation system with machine learning by Pang, Chi Chong

    Published 2023
    “…Machine learning techniques were employed to develop a hotel recommendation system as a means of addressing this issue. …”
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    Sentiment based anime recommendation system by Wong, Tze-Qing, Sarah

    Published 2024
    “…Sentiment analysis is focused on in this project to develop the recommendation system to revolutionize how users find and interact with anime content which will improve their viewing experience. …”
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    Travellers' recommender system / Nor Ashikhin Hashim by Hashim, Nor Ashikhin

    Published 2005
    “…The aim of the project is to develop a prototype that help user to obtain the information of Kuala Lumpur's hotels and recommend the selected hotels based on their preferences. Travellers' Recommender System will helps user in obtaining the recommendation needed without wasting their time and money. …”
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    Collaborative Filtering Recommender System: Overview and Challenges by Al-Bashiri, Hael, Abdulgabber, Mansoor Abdullateef, Awanis, Romli, Hujainah, Fadhl

    Published 2017
    “…This paper is to present an overview of Collaborative Filtering (CF) recommender system and show the major CF challenges. In general, the recommendation systems are the best way to help users to overcome the information overload issue. …”
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    Collaborative recommender system for online jewelry store by Hon, Morris Mao Ning

    Published 2015
    “…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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    Mining web navigation profiles for recommendation systems by AlMurtadha, Yahya M., Sulaiman, Md. Nasir, Mustapha, Norwati, Udzir, Nur Izura

    Published 2010
    “…The output is a set of discovered patterns which form the main input to the recommendation systems which in return predict the next web navigations. …”
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    Review of the temporal recommendation system with matrix factorization by Al-Hadi, Ismail Ahmed Al-Qasem, Mohd Sharef, Nurfadhlina, Sulaiman, Md. Nasir, Mustapha, Norwati

    Published 2017
    “…The temporal recommendation system (TRS) is designed for providing users with an accurate prediction based on the history of their behaviour during a precise time. …”
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    Multiobjective deep reinforcement learning for recommendation systems by Ee, Yeo Keat, Mohd Sharef, Nurfadhlina, Yaakob, Razali, Kasmiran, Khairul Azhar, Marlisah, Erzam, Mustapha, Norwati, Zolkepli, Maslina

    Published 2022
    “…Most existing recommendation systems (RSs) are primarily concerned about the accuracy of rating prediction and only recommending popular items. …”
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    A Study on the Promotion Effectiveness of Recommender System by Wang, Chuan Yu

    Published 2019
    “…This research aims to examine the relationship between perceived trust and promotion effectiveness of recommendation system. Specifically, this research explores the relationship between three types of trusts namely, competence trust, benevolence trust and integrity trust and perceived Recommendation Agent (RA) trust.…”
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    'Movie Recommendation Systems Using An Artificial Immune System' by Chen, Qi, Aickelin, Uwe

    Published 2004
    “…We apply the Artificial Immune System (AIS)technology to the collaborative Filtering (CF)technology when we build the movie recommendation system. Two different affinity measure algorithms of AIS, Kendall tau and Weighted Kappa, are used to calculate the correlation coefficients for this movie recommendation system. …”
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    'Movie Recommendation Systems Using An Artificial Immune System' by Chen, Qi, Aickelin, Uwe

    Published 2004
    “…We apply the Artificial Immune System (AIS)technology to the collaborative Filtering (CF)technology when we build the movie recommendation system. Two different affinity measure algorithms of AIS, Kendall tau and Weighted Kappa, are used to calculate the correlation coefficients for this movie recommendation system. …”
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    Layered evaluation in recommender systems: A retrospective assessment by Manouselis, N., Karagiannidis, C., Sampson, Demetrios

    Published 2014
    “…Evaluation of recommender systems has only lately started to become more systematic, since the emphasis has long been on the experimental evaluation of algorithmic performance. …”
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    Eco-design based on collaborative filtering recommender system by Al-Bashiri, Hael, Awanis, Romli, Abdulgabber, Mansoor Abdullateef, Mohammad Adam Ibrahim, Fakhreldin, Mazlina, Abdul Majid

    Published 2018
    “…Eco-design Collaborative Filtering Recommender System is an approach to assist designers in producing a green product. …”
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