Remote sensing image recommendation based on spatial–temporal embedding topic model

Balabanovic, 1997, Fab: Content-based, collaborative recommendation, Commun. ACM, 40, 66, 10.1145/245108.245124 Blei, 2003, Latent Dirichlet allocation, J. Mach. Learn. Res., 3, 993 Cheng, 2016, 1041 Fan, 2013, Active on-demand service method based on event-driven architecture for geospatial data retrieval, Comput. Geosci., 56, 1, 10.1016/j.cageo.2013.01.013 Fan, 2018, 971 Gillan, 2017, Fine-resolution repeat topographic surveying of dryland landscapes using UAS-based structure-from-motion photogrammetry: Assessing accuracy and precision against traditional ground-based erosion measurements, Remote. Sens., 9, 437, 10.3390/rs9050437 Goldblatt, 2020, Assessing OpenStreetMap completeness for management of natural disaster by means of remote sensing: A case study of three small island states (haiti, dominica and St. Lucia), Remote. Sens., 12, 118, 10.3390/rs12010118 Hong, 2014, A recommendation framework for remote sensing images by spatial relation analysis, J. Syst. Softw., 90, 151, 10.1016/j.jss.2013.12.030 Isinkaye, 2015, Recommendation systems: Principles, methods and evaluation, Egypt. Inform. J., 16, 261, 10.1016/j.eij.2015.06.005 2005 Jiang, 2018, A smart web-based geospatial data discovery system with oceanographic data as an example, ISPRS Int. J. Geo-Inf., 7, 62, 10.3390/ijgi7020062 Nikolakopoulos, 2019, EigenRec: generalizing puresvd for effective and efficient top-N recommendations, Knowl. Inf. Syst., 58, 59, 10.1007/s10115-018-1197-7 Pan, 2019, Deep potential geo-social relationship mining for point-of-interest recommendation, IEEE Access, 7, 99496, 10.1109/ACCESS.2019.2930311 Rahmani, 2019 Rajeev, P.V., Rekha, V.S., 2015. Recommending products to customers using opinion mining of online product reviews and features. In: International conference on circuit, pp. 1–5. Rego, 2018, Software defined networks for traffic management in emergency situations, 45 Schafer, 2007, Collaborative filtering recommender systems, 4321, 291 Stefanidis, 2013, A framework for modeling, computing and presenting time-aware recommendations, Trans. Large Scale Data Knowl. Centered Syst., 10, 146 Takala, 2017, New snow water equivalent processing system with improved resolution over europe and its applications in hydrology, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 10, 428, 10.1109/JSTARS.2016.2586179 Wei, 2019, Multi-source remote-sensing monitoring of the monsoonal maritime glaciers at Mt. Dagu, East Qinghai-Tibetan Plateau, China, IEEE Access, 7, 48307, 10.1109/ACCESS.2019.2909991 Yang, 2014, A survey of collaborative filtering based social recommender systems, Comput. Commun., 41, 1, 10.1016/j.comcom.2013.06.009 Yao, 2017, Spatial coding-based approach for partitioning big spatial data in hadoop, Comput. Geosci., 106, 60, 10.1016/j.cageo.2017.05.014 Ye, 2011, Exploiting geographical influence for collaborative point-of-interest recommendation, 325 Zhang, 2018, A space-time periodic task model for recommendation of remote sensing images, ISPRS Int. J. Geo-Information, 7, 40, 10.3390/ijgi7020040