书目名称 | Context-Aware Collaborative Prediction |
编辑 | Shu Wu,Qiang Liu,Tieniu Tan |
视频video | http://file.papertrans.cn/237/236884/236884.mp4 |
概述 | Discusses both theoretical and practical aspects of context-aware collaborative prediction.Shares tips and insights into leveraging advanced techniques from natural language processing and representat |
丛书名称 | SpringerBriefs in Computer Science |
图书封面 |  |
描述 | .This book presents two collaborative prediction approaches based on contextual representation and hierarchical representation, and their applications including context-aware recommendation, latent collaborative retrieval and click-through rate prediction. The proposed techniques offer significant improvements over current methods, the key determinants being the incorporated contextual representation and hierarchical representation. To provide a background to the core ideas presented, it offers an overview of contextual modeling and the theory of contextual representation and hierarchical representation, which are constructed for the joint interaction of entities and contextual information...The book offers a rich blend of theory and practice, making it a valuable resource for students, researchers and practitioners who need to construct systems of information retrieval, data mining and recommendation systems with contextual information.. |
出版日期 | Book 2017 |
关键词 | Collaborative prediction; Hierarchical representation; Contextual representation; Contextual informatio |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-10-5373-3 |
isbn_softcover | 978-981-10-5372-6 |
isbn_ebook | 978-981-10-5373-3Series ISSN 2191-5768 Series E-ISSN 2191-5776 |
issn_series | 2191-5768 |
copyright | The Author(s) 2017 |