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    Description of global innovative methods in developing the WHO Community Engagement Package by Jackeline Alger, Don Mathanga, Semeeh Akinwale Omoleke, Noel Juban, Meredith Labarda, Obinna Ikechukwu Ekwunife, Obioma Nwaorgu, Allan Ulitin, Jana Deborah Mier-Alpaño, María Isabel Echavarría, Yolanda Vargas Bayugo, Jose Rene Bagani Cruz, Pauline Marie Padilla Tiangco, Ukam Ebe Oyene, Alberto Ong Jr, Marvinson See Fajardo, Barwani Khaura Msiska, Lorena Abella Lizcano, Natalia Gomez Quenguan, Claudia Ivette Nieto Anderson, Briana Yasmin Beltran, Elsy Denia Carcamo Rodriguez, Eduardo Salomón Núñez, Vera Nkosi-Kholimeliwa, Glory Mwafulirwa-Kabaghe

    Published 2022-06-01
    “…Objectives Development of a Community Engagement Package composed of (1) database of community engagement (CE) experiences from different contexts, (2) CE learning package of lessons and tools presented as online modules, and (3) CE workshop package for identifying CE experiences to enrich the CE database and ensure regular update of learning resources. …”
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    Individual mobility prediction by considering current traveling features and historical activity chain by Xiaotong Zhang, Zhipeng Gui, Yuhang Liu, Dehua Peng, Qianxi Lan, Zhangxiao Shen, Huan Chen, Yuhui Zuo, Yao Yao, Huayi Wu, Kai Li, Kun Qin

    Published 2025-01-01
    “…Specifically, (1) we construct current traveling features by extracting real-time moving states, and represent spatiotemporal correlations between traversed road intersections using word embedding; (2) we learn travel intentions as a probability vector for each historical trip, and combine it with spatiotemporal features to construct historical activity chain; (3) we construct an individual mobility prediction model using Long Short-Term Memory (LSTM) network and spatiotemporal scoring mechanism, to capture short-term and long-term dependencies in current trip and historical activity chain, respectively. …”
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