Activities per year
During the past decade, recommender systems have rapidly become an indispensable element of websites, apps, and other platforms that seek to provide personalized interactions to their users. As recommendation technologies are applied to an ever-growing array of non-standard problems and scenarios, researchers and practitioners are also increasingly faced with challenges of dealing with greater variety and complexity in the inputs to those recommender systems. For example, there has been more reliance on fine-grained user signals as inputs rather than simple ratings or likes. Applications require more complex domain-specific constraints on inputs to the recommender systems. Likewise, the outputs of recommender systems are moving towards more complex composite items, such as package or sequence recommendations. This increasing complexity requires smarter recommender algorithms that can deal with this diversity in inputs and outputs. For the past four years, the ComplexRec workshop series has offered an interactive venue for discussing approaches to recommendation in complex scenarios that have no simple one-size-fits-all solution.
|Title of host publication||RecSys 2021 - 15th ACM Conference on Recommender Systems|
|Number of pages||3|
|Publisher||Association for Computing Machinery|
|Publication date||13 Sept 2021|
|Publication status||Published - 13 Sept 2021|
|Event||15th ACM Conference on Recommender Systems, RecSys 2021 - Virtual, Online, Netherlands|
Duration: 27 Sept 2021 → 1 Oct 2021
|Conference||15th ACM Conference on Recommender Systems, RecSys 2021|
|Period||27/09/2021 → 01/10/2021|
|Sponsor||ACM Special Interest Group on Artificial Intelligence (SIGAI), ACM Special Interest Group on Computer-Human Interaction (SIGCHI), ACM Special Interest Group on Hypertext, Hypermedia, and Web (ACM Special Interest Group on Hypertext, Hypermedia, and Web), Special Interest Group on Information Retrieval (ACM SIGIR), ACM Special Interest Group on Knowledge Discovery in Data (SIGKDD), Special Interest Group on Economics and Computation (SIGecom)|
|Series||RecSys 2021 - 15th ACM Conference on Recommender Systems|
Bibliographical notePublisher Copyright:
© 2021 Owner/Author.
- complex recommendation
- recommender systems
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Toine Bogers (Organizer)25 Sept 2021
Activity: Attending an event › Organisation or participation in workshops, courses, seminars, exhibitions or similar