![]() Zhou, X., et al.: Enhancing online video recommendation using social user interactions. Zhou, X., Chen, L., Zhang, Y., Cao, L., Huang, G., Wang, C.: Online video recommendation in sharing community. Xia, B., Li, Y., Li, Q., Li, T.: Attention-based recurrent neural network for location recommendation. Sun, S.: A survey of multi-view machine learning. Muntean, C.I., Nardini, F.M., Silvestri, F., Baraglia, R.: On learning prediction models for tourists paths. Lim, K.H., Chan, J., Leckie, C., Karunasekera, S.: Towards next generation touring: personalized group tours. Le, Q., Mikolov, T.: Distributed representations of sentences and documents. Huang, Y., Cui, B., Jiang, J., Hong, K., Zhang, W., Xie, Y.: Real-time video recommendation exploration. ![]() Currently, the group is touring with Papa Roach and Asking Alexandria before heading out on their intimate An Evening With Shinedown event. DMKD 31(5), 1157–1188 (2017)īaral, R., Iyengar, S., Li, T., Balakrishnan, N.: CLoSe: contextualized location sequence recommender. In support of their 2018 record ATTENTION ATTENTION, Shinedown announced more North American tour dates. KeywordsĪnagnostopoulos, A., Atassi, R., Becchetti, L., Fazzone, A., Silvestri, F.: Tour recommendation for groups. Experimental results show that the proposed scheme outperforms benchmark methods on a real-world dataset. Then we adopt a bi-directional recurrent unit (Bi-GRU) to generate the POI sequence. Specifically, our model aggregates group’s preference based on members’ history data in different modalities, utilizing attention sub-networks to focus on influential ones in each modality across a POI sequence. Hence we propose a novel approach named AGREE ( Attention-based Tour Group Recomm endation), which leverages the attention mechanism, to adjust members’ influence dynamically. Designing a tour group recommender is more challenging in aggregating group preference and tracking influence changes during a tour. 17.99 + 5.99 shipping Shinedown T Shirt My Monsters Are Real Attention Attention World Tour 2019 S Sponsored 22.99 + 5.50 shipping Shinedown 2019 Attention Attention Concert Tour t shirt 2 sided 17.99 + 5.99 shipping Pink 2019 World Concert Tour T Shirt What about Us Beautiful Trauma Adult Medium 12.95 + 4. This night will be unforgettable and I am incredibly honored to have had the opportunity to attend. Each band brought their personalities to the stage and ensured every person attending left with a smile. Most existing tour recommenders mainly focus on recommending a POI sequence to a single tourist but cannot be applied to the tour group, which is a common way to travel. Attention Tour was a complete blast to attend. Tour recommendation aims to design a sequence of Points of Interest (POIs) for a tourist that suits his/her preference.
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