Spatial Intelligence in E-Commerce: Integrating Mobile Agents with GISs for a Dynamic Recommendation System by Mohamed Shili, Salah Hammedi, Mahmoud Elkhodr

“…The evolving capabilities of Geographic Information Systems (GISs) are transforming various industries, including e-commerce, by providing enhanced spatial analysis and precision in customer targeting, and improving the ability of recommender systems. This paper proposes a novel framework that integrates mobile agents with GISs to deliver real-time, personalized recommendations in e-commerce. …”
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A Network and Visual Quality Aware N-Screen Content Recommender System Using Joint Matrix Factorization by Farman Ullah, Ghulam Sarwar, Sungchang Lee

“…We propose a network and visual quality aware N-Screen content recommender system. N-Screen provides more ways than ever before to access multimedia content through multiple devices and heterogeneous access networks. …”
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Toward medical test recommendation from optimal attribute selection perspectives: a backward reasoning approach by Nengjun Zhu, Jieyun Huang, Jian Cao, Liang Hu, Siji Zhu

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Recommender Systems for Unified Modeling Language and Vice Versa—A Systematic Literature Review by Elaheh Azadi Marand, Amir Sheikhahmadi, Moharram Challenger, Parham Moradi, Alireza Khalilipour

Subjects: “…Recommender system…”
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CD-LLMCARS: Cross Domain Fine-Tuned Large Language Model for Context-Aware Recommender Systems by Adeel Ashraf Cheema, Muhammad Shahzad Sarfraz, Usman Habib, Qamar Uz Zaman, Ekkarat Boonchieng

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A Smart Privacy-Preserving Learning Method by Fake Gradients to Protect Users Items in Recommender Systems by Guixun Luo, Zhiyuan Zhang, Zhenjiang Zhang, Yun Liu, Lifu Wang

“…In this paper, we study the problem of protecting privacy in recommender systems. We focus on protecting the items rated by users and propose a novel privacy-preserving matrix factorization algorithm. …”
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Health recommender systems to facilitate collaborative decision-making in chronic disease management: A scoping review by Antonia Barbaric, Kenneth Christofferson, Susanne M Benseler, Chitra Lalloo, Alex Mariakakis, Quynh Pham, Joost F Swart, Rae S M Yeung, Joseph A Cafazzo

“…Objective Health recommender systems (HRSs) are increasingly used to complement existing clinical decision-making processes, but their use for chronic diseases remains underexplored. …”
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Research on architecture design and core strategy of intelligent recommendation system for electronic literature resources in colleges and universities by HU Guoqiang

“…In order to facilitate teachers and students to quickly locate the required literature resources in the massive electronic literature, improve the efficiency of electronic literature resource utilization, and achieve personalized and accurate literature recommendation services, a university electronic literature resource intelligent recommendation system was designed. Firstly the problems existing in the implementation of the intelligent recommendation system for university electronic literature were analyzed using the literature method. …”
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Cyclic Training of Dual Deep Neural Networks for Discovering User and Item Latent Traits in Recommendation Systems by Dohyoung Rim, Sirojiddin Nuriev, Younggi Hong

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Erratum to “A Network and Visual Quality Aware N-Screen Content Recommender System Using Joint Matrix Factorization” by Farman Ullah, Ghulam Sarwar, Sungchang Lee

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A Clustering of Investors' Behavior according to Their Financial, Behavioral, and Demographic Characteristics (An Application of K-means Algorithm) by Marziyeh Nourahmadi, Hojjatollah Sadeqi

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DESIGN OF A PROPERTY PRODUCT RECOMMENDATION SYSTEM USING ASSOCIATION RULE METHOD BASED ON USER INTERACTION PATTERNS by Susi Wagiyati Purtiningruma, Yudi Irawan Chandrab, Dian Gustinaa, Nafisah Yuliania, Fahrul Nurzamana, Jhonny Z.Aa, Agus Wismoa

Subjects: “…property recommendation system…”
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Research and Practice of Building a Personalized Recommendation System for Mobile Game Platform Based on Big Data Mining by Hailang You, Feng Qian, Xiangwei Huang, Liangliang Hu

“…The personalized recommendation system was presented, which was based on data mining technology in mobile game platform, including the game data acquisition, data storage, data cleaning, data mining, and the cosine similarity algorithm was used to improve the similarity of the games. …”
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An Automated Compliance Framework for Critical Infrastructure Security Through Artificial Intelligence by Sardar Muhammad Ali, Abdul Razzaque, Muhammad Yousaf, Rafi Us Shan

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Hybrid recommender system model for digital library from multiple online publishers [version 3; peer review: 1 approved, 2 approved with reservations] by Thammarat Panityakul, Dulyawit Prangchumpol, Kittiya Poonsilp, Pijitra Jomsri

Subjects: “…Recommender systems…”
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Aggregating Contextual Information for Multi-Criteria Online Music Recommendations by Jieqi Liu

Subjects: “…Recommender systems…”
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An Improved Hybrid Collaborative Filtering Algorithm Based on Tags and Time Factor by Chunxia Zhang, Ming Yang, Jing Lv, Wanqi Yang

Subjects: “…recommendation system…”
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SNCA: Semi-Supervised Node Classification for Evolving Large Attributed Graphs by Faima Abbasi, Muhammad Muzammal, Qiang Qu, Farhan Riaz, Jawad Ashraf

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Fuzzy Logic Recommender Model for Housing by Emanuel G. Munoz, Jaime Meza, Sebastian Ventura

Subjects: “…Recommender systems…”
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A Novel Method for News Recommendation on Websites Using the Clustered-Vectors Optimization Algorithm by Piyanuch Chaipornkaew, Thepparit Banditwattanawong

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