Enhancing Social Media Personalization: Dynamic User Profile Embeddings and Multimodal Contextual Analysis Using Transformer Models

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autor principal:	Vachharajani, Pranav
Formato:	Preprint
Publicado:	2024
Materias:	Information Retrieval Artificial Intelligence Social and Information Networks
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Contextualizing Internet Memes Across Social Media Platforms
por: Joshi, Saurav, et al.
Publicado: (2023)

SoMeR: Multi-View User Representation Learning for Social Media
por: Guo, Siyi, et al.
Publicado: (2024)

Modeling Social Media Recommendation Impacts Using Academic Networks: A Graph Neural Network Approach
por: Guidotti, Sabrina, et al.
Publicado: (2024)

Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action
por: Kim, Tongyoung, et al.
Publicado: (2025)

RecDiff: Diffusion Model for Social Recommendation
por: Li, Zongwei, et al.
Publicado: (2024)

The Influence of Text Variation on User Engagement in Cross-Platform Content Sharing
por: Hu, Yibo, et al.
Publicado: (2025)

Burger: Robust Graph Denoising-augmentation Fusion and Multi-semantic Modeling in Social Recommendation
por: Lan, Yuqin, et al.
Publicado: (2025)

Algorithmic Drift: A Simulation Framework to Study the Effects of Recommender Systems on User Preferences
por: Coppolillo, Erica, et al.
Publicado: (2024)

FROG: Effective Friend Recommendation in Online Games via Modality-aware User Preferences
por: Wang, Qiwei, et al.
Publicado: (2025)

Large Language Models for Causal Relations Extraction in Social Media: A Validation Framework for Disaster Intelligence
por: Jeong, Ujun, et al.
Publicado: (2026)

Contrastive Learning Augmented Social Recommendations
por: Wang, Lin, et al.
Publicado: (2025)

SocialRec: User Activity Based Post Weighted Dynamic Personalized Post Recommendation System in Social Media
por: Hossain, Ismail, et al.
Publicado: (2024)

Digital Voices of Survival: From Social Media Disclosures to Support Provisions for Domestic Violence Victims
por: Wang, Kanlun, et al.
Publicado: (2025)

Leveraging LLMs for Mental Health: Detection and Recommendations from Social Discussions
por: Aggarwal, Vaishali, et al.
Publicado: (2025)

Semantic Codebook Learning for Dynamic Recommendation Models
por: Lv, Zheqi, et al.
Publicado: (2024)

Flexible Generation of Preference Data for Recommendation Analysis
por: Mungari, Simone, et al.
Publicado: (2024)

Model, Analyze, and Comprehend User Interactions within a Social Media Platform
por: Reza, Md Kaykobad, et al.
Publicado: (2024)

Enhancing POI Recommendation through Global Graph Disentanglement with POI Weighted Module
por: Li, Pei-Xuan, et al.
Publicado: (2025)

EVOLVE: Predicting User Evolution and Network Dynamics in Social Media Using Fine-Tuned GPT-like Model
por: Hossain, Ismail, et al.
Publicado: (2024)

User Modeling and User Profiling: A Comprehensive Survey
por: Purificato, Erasmo, et al.
Publicado: (2024)

Heterogeneous Influence Maximization in User Recommendation
por: Hou, Hongru, et al.
Publicado: (2025)

EVOLVE-X: Embedding Fusion and Language Prompting for User Evolution Forecasting on Social Media
por: Hossain, Ismail, et al.
Publicado: (2025)

A Comparative Study on Enhancing Prediction in Social Network Advertisement through Data Augmentation
por: Yang, Qikai, et al.
Publicado: (2024)

Heterogeneous Hypergraph Embedding for Recommendation Systems
por: Sakong, Darnbi, et al.
Publicado: (2024)

Public Profile Matters: A Scalable Integrated Approach to Recommend Citations in the Wild
por: Goyal, Karan, et al.
Publicado: (2026)

The DSA's Blind Spot: Algorithmic Audit of Advertising and Minor Profiling on TikTok
por: Solarova, Sara, et al.
Publicado: (2026)

Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations
por: Ren, Zhicheng, et al.
Publicado: (2024)

TriMod Fusion for Multimodal Named Entity Recognition in Social Media
por: Alfaqeeh, Mosab
Publicado: (2025)

Analysis and Design of a Personalized Recommendation System Based on a Dynamic User Interest Model
por: Mao, Chunyan, et al.
Publicado: (2024)

Monitoring Critical Infrastructure Facilities During Disasters Using Large Language Models
por: Ziaullah, Abdul Wahab, et al.
Publicado: (2024)

Link Prediction in Bipartite Networks
por: Özer, Şükrü Demir İnan, et al.
Publicado: (2024)

MAS4POI: a Multi-Agents Collaboration System for Next POI Recommendation
por: Wu, Yuqian, et al.
Publicado: (2024)

MMBee: Live Streaming Gift-Sending Recommendations via Multi-Modal Fusion and Behaviour Expansion
por: Deng, Jiaxin, et al.
Publicado: (2024)

A methodology for analyzing financial needs hierarchy from social discussions using LLM
por: Jangra, Abhishek, et al.
Publicado: (2026)

Feature Propagation on Knowledge Graphs using Cellular Sheaves
por: Cobb, John, et al.
Publicado: (2023)

Multi-Sourced, Multi-Agent Evidence Retrieval for Fact-Checking
por: Gong, Shuzhi, et al.
Publicado: (2026)

Beyond Negative Transfer: Disentangled Preference-Guided Diffusion for Cross-Domain Sequential Recommendation
por: Ye, Xiaoxin, et al.
Publicado: (2025)

AMIR: Automated MisInformation Rebuttal -- A COVID-19 Vaccination Datasets based Recommendation System
por: Sharma, Shakshi, et al.
Publicado: (2023)

MHINDR -- a DSM5 based mental health diagnosis and recommendation framework using LLM
por: Agarwal, Vaishali, et al.
Publicado: (2025)

RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction
por: Li, Yushen, et al.
Publicado: (2024)