Enhancing Personalisation in Fantasy Sports with Graph-Based Representations

In this paper, we propose a technique that leverages graph-based representation learning using the GraphSAGE algorithm to furnish diverse personalized communications tailored to each user's unique engagement patterns within the fantasy sports ecosystem.By curating such personalized user suggestions, we promote diverse user engagement that is more customer centric while maintaining business metrics.We perform offline and online experiments to evaluate the effectiveness of our approaches concerning their impact on different user engagement and business metrics.

Authors

Publication Details

Published
2025-06-13
DOI
https://doi.org/10.1145/3699682.3730974
Citations
1
Primary Topic
Recommender Systems and Techniques
Type
article
Field-Weighted Citation Impact
3.25
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enhancing Personalisation in Fantasy Sports with Graph-Based Representations

Siddhesh Chaubal, A. Agrawal, Jil Kothari, Palash Tatte
1 citations
Recommender Systems and Techniques
3.25
article

Enhancing Personalisation in Fantasy Sports with Graph-Based Representations

Siddhesh Chaubal, A. Agrawal, Jil Kothari, Palash Tatte
article en
1 citations

Abstract

In this paper, we propose a technique that leverages graph-based representation learning using the GraphSAGE algorithm to furnish diverse personalized communications tailored to each user's unique engagement patterns within the fantasy sports ecosystem.By curating such personalized user suggestions, we promote diverse user engagement that is more customer centric while maintaining business metrics.We perform offline and online experiments to evaluate the effectiveness of our approaches concerning their impact on different user engagement and business metrics.

Openalex Percentile: Top 8%
Recommender Systems and Techniques
3.25
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Enhancing Personalisation in Fantasy Sports with Graph-Based Representations — Siddhesh Chaubal, A. Agrawal, et al. · (2025) | TGRS Research Map | TGRS