Parceling Ordinal Items in Latent Interaction Modeling
Sign Up to like & getrecommendations! Published in 2023 at "Multivariate Behavioral Research"
DOI: 10.1080/00273171.2022.2160951
Abstract: Latent interaction modeling (LIM) explicitly accounts for measurement errors. Two popular LIM methods, the unconstrained product indicator (UPI; Marsh et al., 2004) and the latent moderated structural equation modeling (LMS; Klein & Moosbrugger, 2000), have… read more here.
Keywords: interaction; parceling ordinal; ordinal items; latent interaction ... See more keywords
Optimizing Session-Aware Recommenders: A Deep Dive into GRU-Based Latent Interaction Integration
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DOI: 10.3390/fi16020051
Abstract: This study introduces session-aware recommendation models, leveraging GRU (Gated Recurrent Unit) and attention mechanisms for advanced latent interaction data integration. A primary advancement is enhancing latent context, a critical factor for boosting recommendation accuracy. We… read more here.
Keywords: integration; latent interaction; lcii; session ... See more keywords
Assisted-Value Factorization with Latent Interaction in Cooperate Multi-Agent Reinforcement Learning
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DOI: 10.3390/math13091429
Abstract: With the development of value decomposition methods, multi-agent reinforcement learning (MARL) has made significant progress in balancing autonomous decision making with collective cooperation. However, the collaborative dynamics among agents are continuously changing. The current value… read more here.
Keywords: multi agent; value; history; latent interaction ... See more keywords