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The Role of Generative AI in e-Commerce Recommender Systems: Methods, Trends and Insights
Article
Article
Kai-Ze Liau et al · MMU Press · 2025 · ISSN 2821-370X
Recommender systems have existed for decades, shaping how people consume digital content, receive information, and engage in day-to-day activities, among others. Undoubtably, recommender systems also play a crucial role ...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Material complementario
Exploring Generative AI Recommender Systems in E-Commerce: Model, Evaluation Metric, and Comparative Review
Article
Article
Wan-Er Kong et al · MMU Press · 2025 · ISSN 2821-370X
Generative Artificial Intelligence (GAI) is changing what can be done with Recommender Systems (RS) in e-commerce by allowing much more interactive, situationally aware, and highly tailored experiences for users. The pur...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Research Article Recommender Systems: A Comprehensive Review of Models, Approaches and Evaluation Metrics
Article
Article
Sir-Yuean Lim et al · MMU Press · 2025 · ISSN 2821-370X
With the advent of the current digital era, individuals across the developed world are commonly equipped with devices that can access vast amounts of information at their fingertips. What was considered an impossible fea...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
El enlace apunta a material asociado, anexos, tablas, datos o página complementaria. No se marca como libro/texto completo.
Material complementario
Predictive Accuracy of Machine Learning Algorithms in Recommender Systems
Text / resource
Text / resource
Dumón, Marcos · RI ITBA · 2019
This work presents a systematic literature review on the application of Machine Learning algorithms in the development of effective movie recommender systems. With the increasing popularity of movie recommender systems i...
Idioma English
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Open Access
KGERA: knowledge graph enhanced reasoning architecture for recommendation systems
Article
Article
Pasupuleti Muniraja et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Collaborative filtering and neural recommendation models have advanced substantially over the past decade, yet they frequently struggle to capture the fine-grained structure of user preferences and the rich, mul...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
El enlace apunta a material asociado, anexos, tablas, datos o página complementaria. No se marca como libro/texto completo.
Material complementario
Generative AI-based Meal Recommender System
Article
Article
Zheng Bin Ter et al · MMU Press · 2025 · ISSN 2821-370X
Maintaining a balanced diet is essential for overall well-being, yet many individuals face challenges in meal planning due to time constraints, limited nutritional knowledge, and difficulty aligning meals with personal d...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Hybrid-Based Movie Recommender System: Techniques, Case Studies, Evaluation Metrics, and Future Trends
Article
Article
Cheng-Yung Lai et al · MMU Press · 2025 · ISSN 2821-370X
The necessity for sophisticated recommender systems in the movie recommendation sphere has become particularly pronounced, generating a more personalized movie recommendation due to people nowadays who like to watch movi...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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May I Suggest? Comparing Three PLE Recommender Strategies
Article
Article
Felix Mödritscher et al · Universitat de Barcelona · 2011 · ISSN 2013-9144
Personal learning environment (PLE) solutions aim at empowering learners to design (ICT and web-based) environments for their learning activities, mashingup content and people and apps for different learning contexts. Wi...
LCC LCC:Theory and practice of educationIdioma English
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Open Access
Ontology-Based E-Commerce Recommender System: A Hybrid Semantic Filtering Approach
Article
Article
Jocelyn Pua et al · MMU Press · 2026 · ISSN 2821-370X
The rapid growth of e-commerce has led to product overload, which has resulted in personalized product discovery becoming a crucial problem for consumers. Classic recommender systems (RS), which rely heavily on content-b...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Material complementario
Editorial Preview for February 2026 Issue
Article
Article
Fong-Yee Lee et al · MMU Press · 2026 · ISSN 2821-370X
The February 2026 issue presents 17 research papers within its regular section, covering a wide range of areas including Artificial Intelligence (AI), Machine Learning (ML), Web and Cloud Technologies, Recommender System...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Editorial Preview for October 2025 Issue
Article
Article
Su-Cheng Haw et al · MMU Press · 2025 · ISSN 2821-370X
The October 2025 issue of the Journal of Informatics and Web Engineering (JIWE) concludes the journal’s triannual publication cycle and precedes its transition to a quarterly schedule commencing in 2026. This issu...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Editorial Preview for June 2025 Issue
Article
Article
Su-Cheng Haw · MMU Press · 2025 · ISSN 2821-370X
Effective from Volume 3, JIWE has transitioned to a triannual publication release effort. Specifically, releases occur each February, June, and October. This June 2025 release contains 28 papers within the regular sectio...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Design of a Recommender System Model Leveraging Graph Databases for Master's Program Selection
Thesis
Thesis
Pastores, Claudia · RI ITBA · 2025
"The selection of a suitable master’s program has become an increasingly complex task due to the growing diversity of offerings and the lack of standardized comparable information across institutions. This thesis propo...
Idioma English
El enlace apunta a material asociado, anexos, tablas, datos o página complementaria. No se marca como libro/texto completo.
Material complementario
Designing intelligent database systems through argumentation
Text / resource
Text / resource
Capobianco, Marcela et al · SEDICI UNLP · 2008
Information systems play an ever-increasing key role in our society. In particular, data intensive applications are in constant demand and there is need of computing environments with much more intelligent capabilities t...
Idioma English
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Open Access
From Preferences to Places: Recommending Tourist Attractions through User and Item Similarity in Graph Databases
Thesis
Thesis
Ettl, Sarah · RI ITBA · 2025
"En la era del turismo digital, las recomendaciones personalizadas se han vuelto esenciales para mejorar la experiencia del viajero. Esta tesis investiga el desarrollo de un sistema de recomendación turística utilizand...
Idioma English
El enlace apunta a material asociado, anexos, tablas, datos o página complementaria. No se marca como libro/texto completo.
Material complementario
Community of Experts-Based VAE for Recommendation
Article
Article
Nadhir Cheriet et al · IEEE · 2026 · ISSN 2169-3536
User populations in modern recommendation systems consist of diverse communities with distinct and often non-overlapping preferences. However, most existing models, such as traditional Variational Autoencoders (VAEs), op...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
El enlace apunta a material asociado, anexos, tablas, datos o página complementaria. No se marca como libro/texto completo.
Material complementario
Link Recommendation in E-Learning Systems Based on Content-Based Student Profiles
Book
Book
Godoy, Daniela Lis et al · CRC Press - Taylor & Francis Group · 2010 · ISSN 4398-0457
E-learning systems present to students learning material carefully prepared and organized by teachers to meet some course goals. However, further relevant information that can help students to complete their learning pro...
Idioma English
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Open Access
Leveraging semantic similarity for folksonomy-based recommendation
Article
Article
Godoy, Daniela Lis et al · Institute of Electrical and Electronics Engineers · 2014 · ISSN 1089-7801
For recommending interesting resources, such as Web pages or pictures available in social tagging systems, assessing their similarity with user profiles is crucial. Here, we analyze the role of semantic similarity to cal...
Idioma English
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Open Access
A tourism recommender agent: From theory to practice
Text / resource
Text / resource
Casali, Ana et al · SEDICI UNLP · 2007
In this paper a multiagent Tourism Recommender System is presented. This system has a multiagent architecture and one of its main agents, The Travel Assistant Agent (T-Agent), is modelled as a graded BDI agent. The grade...
Idioma English
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Open Access
System architecture for trust-based news recommenders on the web
Text / resource
Text / resource
Briguez, Cristian E. et al · SEDICI UNLP · 2011
A fundamental challenge in personalized news recommendation is to account for the notion of trust. In this work we show how the notion of trust can be qualitatively modeled and incorporated into the architecture of a new...
Idioma Spanish
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Open Access
Shop-The-Room
Article
Article
Vaidyanath Areyur Shanthakumar et al · LibraryPress@UF · 2026 · ISSN 2334-0754
Visual product discovery systems have become integral to major e-commerce platforms enabling customers to identify visually similar items from complex scene imagery. Traditionally, such systems have relied on a supervise...
LCC TENDOlRlY2hub2xvZ3k~; LCC:Electronic computers. Computer scienceIdioma English
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Open Access
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