1st International Workshop on Recommender Systems with Big Data
RSBD 2019
- URL: https://rsbd2019.wordpress.com
- Event Date: 2019-04-08 ~ 2019-04-12
- Abstract Submission Date: 2018-12-10
- Submission Date: 2018-12-17
- Location: Macau, China
Data Mining & Analysis Databases & Information Systems
- Large-scale parallelisation and distributed processing techniques to speed up the offline training of complex recommender models;
- Scalable hash and indexing techniques to speed up the online recommendation and reduce the storage cost;
- Machine learning techniques that effectively extract and fuse heterogeneous and multi- modal content features to improve recommendations;
- Context-aware recommendation systems incorporating various contextual information such as location-based recommendation and social recommendation;
- Incremental recommendation solutions and online learning models to deal with continuous updates, especially real time streaming data for recommendations;
- Active learning techniques to acquire high-quality and informative user feedback data;
- Robust recommender models that are resistant to spam reviews and ratings;
- Spam detection techniques to discover the malicious attackers and spam reviews or ratings;
- Data cleaning techniques to improve the quality of user generated behaviour and content data.
For more information regarding important dates and submission formats, please refer to our official webpage.
Journal Promotion
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| Acta Koreana (Acta Koreana) |
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| Acta Via Serica (AVS) |
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| Computers and Concrete (CAC) |
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| Journal of Information Processing Systems (JIPS) |
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| Journal of Internet Computing and Services (KSII - JICS) |
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| Journal of Smart Tourism (Smart Tourism) |
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| Membrane and Water Treatment (MWT) |
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| Wind and Structures, An International Journal (Wind and Structures) |
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