SIGIR

Search Changes Consumers' Minds: How Recognizing Gaps Drives Sustainable Choices

搜索改变消费者观念：如何识别差距驱动可持续选择

Frans van der Sluis, Leif Azzopardi

AI总结 研究探讨了消费者通过搜索信息弥补可持续选择的意图与行为差距，发现识别知识缺口能促进更负责任的购买决策。

Comments 17 pages, 5 figures, supplementary appendix. Accepted at CHIIR '25 (2025 ACM SIGIR Conference on Human Information Interaction and Retrieval). Peer reviewed

Journal ref In CHIIR '25: Proceedings of the 2025 ACM SIGIR Conference on Human Information Interaction and Retrieval, Melbourne, VIC, Australia, March 24-28, 2025, ACM, pp. 195-207

Task-Adaptive Retrieval over Agentic Multi-Modal Web Histories via Learned Graph Memory

基于学习图记忆的代理多模态网络历史任务自适应检索

Saman Forouzandeh, Kamal Berahmand, Mahdi Jalili

机构 * School of Engineering, Royal Melbourne Institute of Technology University（皇家墨尔本理工大学工程学院） 纠错

AI总结 本文提出ACGM方法，通过任务自适应图记忆检索代理历史，利用策略梯度优化提升检索质量，在多个数据集上取得显著成果。

Comments The 49th International ACM SIGIR Conference on Research and Development in Information Retrieval