Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Context-aware multi-head self-attentional neural network model for next location prediction

16 references·6 citing·37 second hop

FromToDepth

this work references cited by second hop

References

2008Understanding individual human mobility patterns6,071 cited
2010Limits of Predictability in Human Mobility3,230 cited
2010Modelling the scaling properties of human mobility1,286 cited
2014Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs857 cited
2013Unravelling daily human mobility motifs584 cited
2012Next place prediction using mobility Markov chains555 cited
2021The universal visitation law of human mobility428 cited
2014Discovering Urban Functional Zones Using Latent Activity Trajectories413 cited
2003Learning significant locations and predicting user movement with GPS334 cited
2018Location based services: ongoing evolution and research agenda317 cited
2023A survey on deep learning for human mobility282 cited
2015Analysis of human mobility patterns from GPS trajectories and contextual information275 cited
2018Beyond Word2vec: An approach for urban functional region extraction and identification by combining Place2vec and POIs258 cited
2018A Survey of Location Prediction on Twitter248 cited
2013Understanding metropolitan patterns of daily encounters233 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

2015Everyday space–time geographies: using mobile phone-based sensor data to monitor urban activity in Harbin, Paris, and Tallinn163 cited

Cited by

2025LingoTrip: Spatiotemporal context prompt driven large language model for individual trip prediction16 cited
2023Evaluating geospatial context information for travel mode detection11 cited
2025Activity-aware urban area embedding with contrastive learning for intelligent transportation systems applications8 cited
2025Predicting urban mobility patterns with a LightGBM-enhanced gravity model: Insights from the Wuhan metropolitan area6 cited
2025Context-aware inverse reinforcement learning for modeling individuals’ daily activity schedules6 cited
2025SILO: Semantic Integration for Location Prediction with Large Language Models5 cited