@Proceedings{janowicz_et_al:LIPIcs.GIScience.2021.I, title = {{LIPIcs, Volume 177, GIScience 2021, Complete Volume}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {1--284}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I}, URN = {urn:nbn:de:0030-drops-130344}, doi = {10.4230/LIPIcs.GIScience.2021.I}, annote = {Keywords: LIPIcs, Volume 177, GIScience 2021, Complete Volume} } @InProceedings{janowicz_et_al:LIPIcs.GIScience.2021.I.0, author = {Janowicz, Krzysztof and Verstegen, Judith A.}, title = {{Front Matter, Table of Contents, Preface, Conference Organization}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {0:i--0:xii}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.0}, URN = {urn:nbn:de:0030-drops-130359}, doi = {10.4230/LIPIcs.GIScience.2021.I.0}, annote = {Keywords: Front Matter, Table of Contents, Preface, Conference Organization} } @InProceedings{bhowmick_et_al:LIPIcs.GIScience.2021.I.1, author = {Bhowmick, Debjit and Winter, Stephan and Stevenson, Mark}, title = {{Using Georeferenced Twitter Data to Estimate Pedestrian Traffic in an Urban Road Network}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {1:1--1:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.1}, URN = {urn:nbn:de:0030-drops-130367}, doi = {10.4230/LIPIcs.GIScience.2021.I.1}, annote = {Keywords: Twitter, pedestrian traffic, location-based, regression analysis, correlation analysis} } @InProceedings{bucher_et_al:LIPIcs.GIScience.2021.I.2, author = {Bucher, Dominik and Martin, Henry and Jonietz, David and Raubal, Martin and Westerholt, Ren\'{e}}, title = {{Estimation of Moran’s I in the Context of Uncertain Mobile Sensor Measurements}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {2:1--2:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.2}, URN = {urn:nbn:de:0030-drops-130375}, doi = {10.4230/LIPIcs.GIScience.2021.I.2}, annote = {Keywords: mobile sensors, Moran’s I, uncertainty, probabilistic forecasting} } @InProceedings{deng_et_al:LIPIcs.GIScience.2021.I.3, author = {Deng, Xueqing and Tian, Yuxin and Newsam, Shawn}, title = {{Generalizing Deep Models for Overhead Image Segmentation Through Getis-Ord Gi* Pooling}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {3:1--3:14}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.3}, URN = {urn:nbn:de:0030-drops-130387}, doi = {10.4230/LIPIcs.GIScience.2021.I.3}, annote = {Keywords: Remote sensing, convolutional neural networks, pooling function, semantic segmentation, generalization} } @InProceedings{graupner_et_al:LIPIcs.GIScience.2021.I.4, author = {Graupner, Anika and N\"{u}st, Daniel}, title = {{Serverless GEO Labels for the Semantic Sensor Web}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {4:1--4:14}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.4}, URN = {urn:nbn:de:0030-drops-130392}, doi = {10.4230/LIPIcs.GIScience.2021.I.4}, annote = {Keywords: GEO label, geospatial metadata, data discovery, Semantic Sensor Web, serverless} } @InProceedings{hervey_et_al:LIPIcs.GIScience.2021.I.5, author = {Hervey, Thomas and Lafia, Sara and Kuhn, Werner}, title = {{Search Facets and Ranking in Geospatial Dataset Search}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {5:1--5:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.5}, URN = {urn:nbn:de:0030-drops-130405}, doi = {10.4230/LIPIcs.GIScience.2021.I.5}, annote = {Keywords: search, portal, discovery, GIR, facet, relevance, ranking} } @InProceedings{hu_et_al:LIPIcs.GIScience.2021.I.6, author = {Hu, Yingjie and Wang, Jimin}, title = {{How Do People Describe Locations During a Natural Disaster: An Analysis of Tweets from Hurricane Harvey}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {6:1--6:16}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.6}, URN = {urn:nbn:de:0030-drops-130410}, doi = {10.4230/LIPIcs.GIScience.2021.I.6}, annote = {Keywords: Geoparsing, geographic informational retrieval, social media, tweet analysis, disaster response} } @InProceedings{kannangara_et_al:LIPIcs.GIScience.2021.I.7, author = {Kannangara, Sameera and Xie, Hairuo and Tanin, Egemen and Harwood, Aaron and Karunasekera, Shanika}, title = {{Introducing Diversion Graph for Real-Time Spatial Data Analysis with Location Based Social Networks}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {7:1--7:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.7}, URN = {urn:nbn:de:0030-drops-130428}, doi = {10.4230/LIPIcs.GIScience.2021.I.7}, annote = {Keywords: moving objects, shortest path, graphs} } @InProceedings{mazurkiewicz_et_al:LIPIcs.GIScience.2021.I.8, author = {Mazurkiewicz, Bartosz and Kattenbeck, Markus and Kiefer, Peter and Giannopoulos, Ioannis}, title = {{Not Arbitrary, Systematic! Average-Based Route Selection for Navigation Experiments}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {8:1--8:16}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.8}, URN = {urn:nbn:de:0030-drops-130437}, doi = {10.4230/LIPIcs.GIScience.2021.I.8}, annote = {Keywords: Route Selection, Route Features, Human Wayfinding, Navigation, Experiments, Replicability} } @InProceedings{motallebi_et_al:LIPIcs.GIScience.2021.I.9, author = {Motallebi, Sadegh and Xie, Hairuo and Tanin, Egemen and Ramamohanarao, Kotagiri}, title = {{Traffic Congestion Aware Route Assignment}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {9:1--9:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.9}, URN = {urn:nbn:de:0030-drops-130443}, doi = {10.4230/LIPIcs.GIScience.2021.I.9}, annote = {Keywords: Road Network, Traffic Congestion, Route Assignment, Shortest Path} } @InProceedings{park_et_al:LIPIcs.GIScience.2021.I.10, author = {Park, Jaehee and Zhang, Hao and Han, Su Yeon and Nara, Atsushi and Tsou, Ming-Hsiang}, title = {{Estimating Hourly Population Distribution Patterns at High Spatiotemporal Resolution in Urban Areas Using Geo-Tagged Tweets and Dasymetric Mapping}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {10:1--10:16}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.10}, URN = {urn:nbn:de:0030-drops-130456}, doi = {10.4230/LIPIcs.GIScience.2021.I.10}, annote = {Keywords: Population Estimation, Twitter, Social Media, Dasymetric Map, Spatiotemporal} } @InProceedings{qutbuddin_et_al:LIPIcs.GIScience.2021.I.11, author = {Qutbuddin, Ahmad and Yang, KwangSoo}, title = {{Multiple Resource Network Voronoi Diagram}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {11:1--11:16}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.11}, URN = {urn:nbn:de:0030-drops-130463}, doi = {10.4230/LIPIcs.GIScience.2021.I.11}, annote = {Keywords: Network Voronoi Diagram, Resource Allocation, Route Optimization} } @InProceedings{rao_et_al:LIPIcs.GIScience.2021.I.12, author = {Rao, Jinmeng and Gao, Song and Kang, Yuhao and Huang, Qunying}, title = {{LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {12:1--12:17}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.12}, URN = {urn:nbn:de:0030-drops-130471}, doi = {10.4230/LIPIcs.GIScience.2021.I.12}, annote = {Keywords: GeoAI, Deep Learning, Trajectory Privacy, Generative Adversarial Networks} } @InProceedings{sharma_et_al:LIPIcs.GIScience.2021.I.13, author = {Sharma, Arun and Tang, Xun and Gupta, Jayant and Farhadloo, Majid and Shekhar, Shashi}, title = {{Analyzing Trajectory Gaps for Possible Rendezvous: A Summary of Results}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {13:1--13:16}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.13}, URN = {urn:nbn:de:0030-drops-130482}, doi = {10.4230/LIPIcs.GIScience.2021.I.13}, annote = {Keywords: Spatial data mining, trajectory mining, time geography} } @InProceedings{teimouri_et_al:LIPIcs.GIScience.2021.I.14, author = {Teimouri, Fateme and Richter, Kai-Florian}, title = {{You Are Not Alone: Path Search Models, Traffic, and Social Costs}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {14:1--14:16}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.14}, URN = {urn:nbn:de:0030-drops-130496}, doi = {10.4230/LIPIcs.GIScience.2021.I.14}, annote = {Keywords: wayfinding, navigation complexity, spatial cognition, social costs} } @InProceedings{unrau_et_al:LIPIcs.GIScience.2021.I.15, author = {Unrau, Ren\'{e} and Kray, Christian}, title = {{Enhancing Usability Evaluation of Web-Based Geographic Information Systems (WebGIS) with Visual Analytics}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {15:1--15:16}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.15}, URN = {urn:nbn:de:0030-drops-130509}, doi = {10.4230/LIPIcs.GIScience.2021.I.15}, annote = {Keywords: map interaction, usability evaluation, visual analytics} } @InProceedings{vankreveld_et_al:LIPIcs.GIScience.2021.I.16, author = {van Kreveld, Marc and Ophelders, Tim and Sonke, Willem and Speckmann, Bettina and Verbeek, Kevin}, title = {{Volume from Outlines on Terrains}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {16:1--16:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.16}, URN = {urn:nbn:de:0030-drops-130512}, doi = {10.4230/LIPIcs.GIScience.2021.I.16}, annote = {Keywords: Terrain model, similarity, volume, computation} } @InProceedings{yadav_et_al:LIPIcs.GIScience.2021.I.17, author = {Yadav, Piyush and Sarkar, Dipto and Salwala, Dhaval and Curry, Edward}, title = {{Traffic Prediction Framework for OpenStreetMap Using Deep Learning Based Complex Event Processing and Open Traffic Cameras}}, booktitle = {11th International Conference on Geographic Information Science (GIScience 2021) - Part I}, pages = {17:1--17:17}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-166-5}, ISSN = {1868-8969}, year = {2020}, volume = {177}, editor = {Janowicz, Krzysztof and Verstegen, Judith A.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2021.I.17}, URN = {urn:nbn:de:0030-drops-130523}, doi = {10.4230/LIPIcs.GIScience.2021.I.17}, annote = {Keywords: Traffic Estimation, OpenStreetMap, Complex Event Processing, Traffic Cameras, Video Processing, Deep Learning} }