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Proceedings of the 17th ACM International Conference on Web Search and Data Mining最新文献

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Profiling Urban Mobility Patterns with High Spatial and Temporal Resolution: A Deep Dive into Cellphone Geo-position Data 以高时空分辨率剖析城市流动模式：深入研究手机地理位置数据
Proceedings of the 17th ACM International Conference on Web Search and Data Mining Pub Date : 2024-03-04 DOI: 10.1145/3616855.3636504
José Ignacio Huertas, Luisa Fernanda Chaparro Sierra
{"title":"Profiling Urban Mobility Patterns with High Spatial and Temporal Resolution: A Deep Dive into Cellphone Geo-position Data","authors":"José Ignacio Huertas, Luisa Fernanda Chaparro Sierra","doi":"10.1145/3616855.3636504","DOIUrl":"https://doi.org/10.1145/3616855.3636504","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"46 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The 5th International Workshop on Machine Learning on Graphs (MLoG) 第五届图上机器学习（MLoG）国际研讨会
Proceedings of the 17th ACM International Conference on Web Search and Data Mining Pub Date : 2024-03-04 DOI: 10.1145/3616855.3635725
Tyler Derr, Yao Ma, Kaize Ding, Tong Zhao, Nesreen K. Ahmed
{"title":"The 5th International Workshop on Machine Learning on Graphs (MLoG)","authors":"Tyler Derr, Yao Ma, Kaize Ding, Tong Zhao, Nesreen K. Ahmed","doi":"10.1145/3616855.3635725","DOIUrl":"https://doi.org/10.1145/3616855.3635725","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"59 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140285646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis 用于脑失调分析的可解释脑图对比学习框架
Proceedings of the 17th ACM International Conference on Web Search and Data Mining Pub Date : 2024-03-04 DOI: 10.1145/3616855.3635695
Xuexiong Luo, Guangwei Dong, Jia Wu, A. Beheshti, Jian Yang, Shan Xue
{"title":"An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis","authors":"Xuexiong Luo, Guangwei Dong, Jia Wu, A. Beheshti, Jian Yang, Shan Xue","doi":"10.1145/3616855.3635695","DOIUrl":"https://doi.org/10.1145/3616855.3635695","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"14 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140285663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Scaling Use-case Based Shopping using LLMs 使用 LLM 扩展基于用例的购物
Proceedings of the 17th ACM International Conference on Web Search and Data Mining Pub Date : 2024-03-04 DOI: 10.1145/3616855.3635748
S. Farfade, Sachin Vernekar, Vineet Chaoji, Rajdeep Mukherjee
{"title":"Scaling Use-case Based Shopping using LLMs","authors":"S. Farfade, Sachin Vernekar, Vineet Chaoji, Rajdeep Mukherjee","doi":"10.1145/3616855.3635748","DOIUrl":"https://doi.org/10.1145/3616855.3635748","url":null,"abstract":"Products on e-commerce websites are usually organized based on seller-provided product attributes. Customers looking for a product typically have certain needs or product use-cases in mind, for e.g., a headphone for gym classes, or a printer for a small business. However, they often struggle to map these use-cases to product attributes and subsequently fail to find the product they need. In this talk, we present a use-case based shopping (UBS) ML system that facilitates use-case based customer experiences (CXs). The UBS system recommends dominant product use-cases to customers along with most relevant products for those use-cases. Use-cases and their definitions vary across product categories and market-places (MPs). This makes training supervised models for thousands of e-commerce categories and multiple MPs infeasible by collecting large amount training data needed to train these models. In this talk, we present our work on scaling the UBS model by instruction tuning an LLM for our task.","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"104 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrity 2024: Integrity in Social Networks and Media 正直 2024：社交网络和媒体中的正直行为
Proceedings of the 17th ACM International Conference on Web Search and Data Mining Pub Date : 2024-03-04 DOI: 10.1145/3616855.3635721
Lluís Garcia-Pueyo, Symeon Papadopoulos, Prathyusha Senthil Kumar, A. Gionis, Panayiotis Tsaparas, Vasilis Verroios, Giuseppe Manco, Anton Andryeyev, Stefano Cresci, T. Sellis, Anthony McCosker
{"title":"Integrity 2024: Integrity in Social Networks and Media","authors":"Lluís Garcia-Pueyo, Symeon Papadopoulos, Prathyusha Senthil Kumar, A. Gionis, Panayiotis Tsaparas, Vasilis Verroios, Giuseppe Manco, Anton Andryeyev, Stefano Cresci, T. Sellis, Anthony McCosker","doi":"10.1145/3616855.3635721","DOIUrl":"https://doi.org/10.1145/3616855.3635721","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"19 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
C²DR: Robust Cross-Domain Recommendation based on Causal Disentanglement C²DR：基于因果关系分解的稳健跨域推荐
Proceedings of the 17th ACM International Conference on Web Search and Data Mining Pub Date : 2024-03-04 DOI: 10.1145/3616855.3635809
Menglin Kong, Jia Wang, Yushan Pan, Haiyang Zhang, Muzhou Hou
{"title":"C²DR: Robust Cross-Domain Recommendation based on Causal Disentanglement","authors":"Menglin Kong, Jia Wang, Yushan Pan, Haiyang Zhang, Muzhou Hou","doi":"10.1145/3616855.3635809","DOIUrl":"https://doi.org/10.1145/3616855.3635809","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"76 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Psychology-informed Information Access Systems Workshop 心理学信息获取系统研讨会
Proceedings of the 17th ACM International Conference on Web Search and Data Mining Pub Date : 2024-03-04 DOI: 10.1145/3616855.3635722
Markus Schedl, Marta Moscati, Bruno Sguerra, Romain Hennequin, Elisabeth Lex
{"title":"Psychology-informed Information Access Systems Workshop","authors":"Markus Schedl, Marta Moscati, Bruno Sguerra, Romain Hennequin, Elisabeth Lex","doi":"10.1145/3616855.3635722","DOIUrl":"https://doi.org/10.1145/3616855.3635722","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"20 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140285658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
NeuralReconciler for Hierarchical Time Series Forecasting 用于分层时间序列预测的神经重组器
Proceedings of the 17th ACM International Conference on Web Search and Data Mining Pub Date : 2024-03-04 DOI: 10.1145/3616855.3635806
Shiyu Wang
{"title":"NeuralReconciler for Hierarchical Time Series Forecasting","authors":"Shiyu Wang","doi":"10.1145/3616855.3635806","DOIUrl":"https://doi.org/10.1145/3616855.3635806","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"68 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using Causal Inference to Solve Uncertainty Issues in Dataset Shift 利用因果推理解决数据集转移中的不确定性问题
Proceedings of the 17th ACM International Conference on Web Search and Data Mining Pub Date : 2024-03-04 DOI: 10.1145/3616855.3635732
Shuang Song, Muhammad Syafiq Bin Mohd Pozi
{"title":"Using Causal Inference to Solve Uncertainty Issues in Dataset Shift","authors":"Shuang Song, Muhammad Syafiq Bin Mohd Pozi","doi":"10.1145/3616855.3635732","DOIUrl":"https://doi.org/10.1145/3616855.3635732","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"122 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diff-MSR: A Diffusion Model Enhanced Paradigm for Cold-Start Multi-Scenario Recommendation Diff-MSR：用于冷启动多场景推荐的扩散模型增强范式
Proceedings of the 17th ACM International Conference on Web Search and Data Mining Pub Date : 2024-03-04 DOI: 10.1145/3616855.3635807
Yuhao Wang, Ziru Liu, Yichao Wang, Xiangyu Zhao, Bo Chen, Huifeng Guo, Ruiming Tang
{"title":"Diff-MSR: A Diffusion Model Enhanced Paradigm for Cold-Start Multi-Scenario Recommendation","authors":"Yuhao Wang, Ziru Liu, Yichao Wang, Xiangyu Zhao, Bo Chen, Huifeng Guo, Ruiming Tang","doi":"10.1145/3616855.3635807","DOIUrl":"https://doi.org/10.1145/3616855.3635807","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"106 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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