Recommender system based on semantic similarity by Karamollah, Bagheri Fard, Nilashi, Mehrbakhsh, Rahmani, Mohsen, Ibrahim, Othman

“…For the same reason the recommendation systems are designed to help finding information in large websites. …”

Recommender Systems and Collaborative Filtering by Fernando Ortega, Ángel González-Prieto

“…Recommender Systems (RSs) have become an essential tool for the information society [...]…”
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Towards Cognitive Recommender Systems by Amin Beheshti, Shahpar Yakhchi, Salman Mousaeirad, Seyed Mohssen Ghafari, Srinivasa Reddy Goluguri, Mohammad Amin Edrisi

Subjects: “…recommender systems…”
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Avoiding congestion in recommender systems by Xiaolong Ren, Linyuan Lü, Runran Liu, Jianlin Zhang

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Recommendation System Using Autoencoders by Diana Ferreira, Sofia Silva, António Abelha, José Machado

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Controlling privacy in recommender systems by Xin, Yu, Jaakkola, Tommi S.

“…Recommender systems involve an inherent trade-off between accuracy of recommendations and the extent to which users are willing to release information about their preferences. …”
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Towards Visualization Recommendation Systems by Vartak, Manasi, Huang, Silu, Siddiqui, Tarique, Madden, Samuel R, Parameswaran, Aditya

“…We detail the key requirements and design considerations for a visualization recommendation system. We also identify a number of challenges in realizing this vision and describe some approaches to address them.…”
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Adaptive music recommendation system by Yang, Fan, M. Eng. Massachusetts Institute of Technology

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The Audiomomma Music Recommendation System by Alvira, Mariano, Paris, Jim, Rifkin, Ryan

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Data analysis for recommender systems by Bai, Yuxin

“…With the growing amount of information online, recommender systems are used widely as a strategic approach to address the issue of information overload. …”
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Representation learning for recommender systems by Lucas, Vinh Tran

“…Recommender systems are widely used in many big companies such as Facebook, Google, Twitter, LinkedIn, Amazon and Netflix. …”
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Learning-based recommendation system by Zhu, Ziyi

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Experimental comparison of recommender systems by See, Jie Xun

“…However, because of the graph-structured nature of data in recommender system tasks, graph neural networks hold much promise in pushing the state-of-the-art in recommender systems. …”
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Recommendation systems: a review by Nabizadeh Rafsanjani, Amir Hossein, Salim, Naomie, Aghdam, Atae Rezaei, Fard, Karamollah Bagheri

“…This article presents an overview of recommendation systems and illustrates the present generation of recommendation techniques that are usually categorized into the following three main classes: Collaborative Filtering (CF), Content-Based Filtering (CBF), and Hybrid Recommendation approaches. …”

Experimental Analysis of Friend-And-Native Based Location Awareness for Accurate Collaborative Filtering by Aaron Ling Chi Yi, Dae-Ki Kang

Subjects: “…recommender system…”
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Goal-based filtering approach for recommender system / by Muhammad Waseem Chughtgai, 1988- author, Imran Ghani, supervisor, Ali Selamat, supervisor, Fakulti Komputeran

Subjects: “…Recommender systems (Information filtering)…”

Collaborative Filtering Recommender System: Overview and Challenges by Al-Bashiri, Hael, Abdulgabber, Mansoor Abdullateef, Awanis, Romli, Hujainah, Fadhl

“…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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Recommender system expedited quantum control optimization by Priya Batra, M. Harshanth Ram, T.S. Mahesh

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Reviews Sentiment analysis for collaborative recommender system by Alia Karim Abdul Hassan, Ahmed Bahaa Aldeen Abdulwahhab

Subjects: “…recommender systems, sentiment analysis, opinion mining, natural language processing, text classification.…”
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Affective Recommender System for Pet Social Network by Wai Khuen Cheng, Wai Chun Leong, Joi San Tan, Zeng-Wei Hong, Yen-Lin Chen

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