Report on The Search Futures Workshop at ECIR 2024
The First Search Futures Workshop, in conjunction with the Fourty-sixth European
Conference on Information Retrieval (ECIR) 2024, looked into the future of search to ask …
Conference on Information Retrieval (ECIR) 2024, looked into the future of search to ask …
Neural click models for recommender systems
We develop and evaluate neural architectures to model the user behavior in recommender
systems (RS) inspired by click models for Web search but going beyond standard click …
systems (RS) inspired by click models for Web search but going beyond standard click …
Accounting for AI and Users Sha** One Another: The Role of Mathematical Models
As AI systems enter into a growing number of societal domains, these systems increasingly
shape and are shaped by user preferences, opinions, and behaviors. However, the design …
shape and are shaped by user preferences, opinions, and behaviors. However, the design …
Policy Design for Two-sided Platforms with Participation Dynamics
H Kiyohara, F Yao, S Dean - arxiv preprint arxiv:2502.01792, 2025 - arxiv.org
In two-sided platforms (eg, video streaming or e-commerce), viewers and providers engage
in interactive dynamics, where an increased provider population results in higher viewer …
in interactive dynamics, where an increased provider population results in higher viewer …
User Response Modeling in Recommender Systems: A Survey
M Shirokikh, I Shenbin, A Alekseev… - Journal of Mathematical …, 2024 - Springer
Over the last several decades, recommender systems have become an integral part of both
our daily lives and the research frontier at machine learning. In this survey, we explore …
our daily lives and the research frontier at machine learning. In this survey, we explore …
ITMPRec: Intention-based Targeted Multi-round Proactive Recommendation
Personalized user preference driven recommendations have seamlessly intertwined with
our daily lives. However, item providers may expect specific items to gradually increase their …
our daily lives. However, item providers may expect specific items to gradually increase their …
[PDF][PDF] Generative Information Retrieval
Y Tanga, R Zhanga, Z Renb, J Guoa, M de Rijkec - 2024 - generative-ir.github.io
Generative Information Retrieval - SIGIR 2024 tutorial – Section 3 Page 1 Generative
Information Retrieval SIGIR 2024 tutorial – Section 3 Yubao Tanga, Ruqing Zhanga, Zhaochun …
Information Retrieval SIGIR 2024 tutorial – Section 3 Yubao Tanga, Ruqing Zhanga, Zhaochun …