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Technical University of Munich

Ding

Research Interest

  • GeoVisualization, Information Visualization, Visual Analytics
  • GIS, Cartography
  • Spatial data mining, Geostatistics
  • Volunteered Geographic Information (VGI), Crowdsourcing
  • Location-based services (LBS)

Teaching

  • Geoinformation excercise 
  • Geovisualization
  • Visualization of Geodata

Master Thesis Supervision

SS13 Andreas Keler (Geodesy and Geoinformation)

WS14/15 Candra Sari Djati Kartika (MSc. Cartography)

WS15/16 2015 Shirui Wang (MSc. Cartography)

SS17 2017 Chenyu Zuo (MSc. Cartography); Kaidi Guo (as Second supervisor) (MSc. Cartography)

Gallery

Please refer to the list of maps and figures I made.

Publication

2024

  • Ding, Linfang; Xiao, Guohui; Pano, Albulen; Fumagalli, Mattia; Chen, Dongsheng; Feng, Yu; Calvanese, Diego; Fan, Hongchao; Meng, Liqiu: Integrating 3D city data through knowledge graphs. Geo-spatial Information Science, 2024, 1-20 more…
  • Zuo C, Xu Y, Ding L, Meng L: ST-Map: an Interactive Map for Discovering Spatial and Temporal Patterns in Bibliographic Data. Journal of Geodesy and Geoinformation Science 7 (1), 2024, 3-15 more…

2023

  • Feng, Yu; Ding, Linfang; Xiao, Guohui: GeoQAMap - Geographic Question Answering with Maps Leveraging LLM and Open Knowledge Base (Short Paper). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023 more…
  • Rui,Xin; Ding, Linfang; Ai, Bo; Yang, Min; Zhu, Ruoxin; Cao, Bin; Meng, Liqiu: Geospatial Network Analysis and Origin-Destination Clustering of Bike-Sharing Activities during the COVID-19 Pandemic. ISPRS International Journal of Geo-Information 12 (1), 2023, 23 more…

2022

  • Zuo, Chenyu ; Ding, Linfang ; Liu, Xiaoyu ; Zhang, Hui ; Meng, Liqiu: Map-based dashboard design with open government data for learning and analysis of industrial innovation environment. International Journal of Cartography 0 (0), 2022, 1-17 more…
  • Zuo, Chenyu ; Gao, Mengyao ; Ding, Linfang ; Meng , Liqiu: Space-Time Cube for Visual Queries over Metadata of Heterogeneous Geodata. KN - Journal of Cartography and Geographic Information 72 (1), 2022, 29-39 more…
  • Liu, Bing; Ding, Linfang; Wang, Shengkai; Meng, Liqiu: Designing Mixed Reality-Based Indoor Navigation for User Studies. KN - Journal of Cartography and Geographic Information, 2022 more…
  • Xin, Rui; Ai, Tinghua; Ding, Linfang; Zhu, Ruoxin; Meng, Liqiu: Impact of the COVID-19 pandemic on urban human mobility - A multiscale geospatial network analysis using New York bike-sharing data. Cities 126, 2022, 103677 more…
  • Zuo, Chenyu ; Ding, Linfang ; Yang, Zhuo ; Meng, Liqiu: Multiscale geovisual analysis of knowledge innovation patterns using big scholarly data. Annals of GIS 28 (2), 2022, 197-212 more…

2021

  • Zhang, Hui ; Zuo , Chenyu ; Ding, Linfang: Visualizing Spatiotemporal Epidemic Clusters on a Map-based Dashboard: A case study of early COVID-19 cases in Singapore. Proceedings of the ICA 4, 2021, 1-5 more…
  • Chenyu, Zuo ; Y. , Zhuo ; L. Ding ; Meng , Liqiu: Visual Analysis of the Knowledge Innovation Environment Using Big Scholarly Data. 17th International Conference on Computational Urban Planning and Urban Management, 2021 more…
  • Liu, Bing ; Ding, Linfang ; Meng, Liqiu: Spatial knowledge acquisition with virtual semantic landmarks in mixed reality-based indoor navigation. Cartography and Geographic Information Science, 2021, 1-15 more…
  • Liu, Bing ; Ding, Linfang ; Meng, Liqiu: Spatial Learning with Extended Reality–—A Review of User Studies. 2021 7th International Conference of the Immersive Learning Research Network (iLRN), IEEE, 2021 more…
  • Zuo, Chenyu ; Ding, Linfang ; Meng, Liqiu: The reading strategies of a map-based dashboard – acquisition and assessment. Abstracts of the ICA 3, 2021, 1-2 more…

2020

  • Ding , Linfang ; Xiao , Guohui ; Calvanese , Diego ; Meng , Liqiu: A Framework Uniting Ontology-Based Geodata Integration and Geovisual Analytics. International Journal of Geo-Information, 2020 more…
  • Zuo, Chenyu ; Ding , Linfang ; Meng , Liqiu: A Feasibility Study of Map-Based Dashboard for Spatiotemporal Knowledge Acquisition and Analysis. ISPRS International Journal of Geo-Information 9 (11), 2020, 636 more…

2019

  • Ding , Linfang ; Xiao, Guohui ; Calvanese, Diego ; Meng, Liqiu: Urban Open Geodata Integration using Virtual Knowledge Graphs. In Proceeding of the 3rd International Conference SSPCR Smart and Sustainable Planning for Cities and Regions, 2019 more…
  • Ding, Linfang ; Xiao, Guohui ; Calvanese , Diego ; Meng , Liqiu: Consistency assessment for open geodata integration: an ontology-based approach. GeoInformatica, 2019 more…
  • Keler , Andreas ; Krisp , Jukka M. ; Ding , Linfang: Extracting commuter-specific destination hotspots from trip destination data – comparing the boro taxi service with Citi Bike in NYC. Geo-spatial Information Science 0 (0), 2019, 1-12 more…
  • Xiao ,Guohui ; Ding , Linfang ; Cogrel, Benjamin ; Calvanese , Diego: Virtual Knowledge Graphs: An Overview of Systems and Use Cases. Data Intelligence 1, 2019, 201-223 more…
  • Zuo , Cehnyu ; Ding , Linfang; Bogucka , Edyta P. ; Meng Liqiu: Map-based Dashboards versus Storytelling Maps. The 15th International Conference on Location Based Services, Vienna University of Technology, 2019 more…
  • Zuo, Chenyu ; Ding , Linfang ; Meng, Liqiu: Visual Analytics for Regional Economic Environment Factors Based on a Dashboard Design. Proceedings of the ICA 2, 2019, 1-8 more…
  • Zuo , Chenyu; Liu , Bing ; Ding, Linfang ; Bogucka , Edita P. ; Meng , Liqiu: Usability Test of Map-based Interactive Dashboards Using Eye Movement Data. The 15th International Conference on Location Based Services, Vienna University of Technology, 2019 more…

2018

  • Keler , Andreas ; Krisp , Jukka ; Ding , Linfang: Detecting traffic congestion propagation in urban environments – a case study with Floating Taxi Data (FTD) in Shanghai. Journal of Location Based Services 11 (2), 2018, 133-151 more…
  • Wang , Lina ; Ding , Linfang ; Krisp , Jukka ; Li , Xiang: Design and Implementation of Travel-time Cartograms. KN Journal of Cartography and Geographic Information (1), 2018, 13-20 more…
  • Zhu , Ruoxin ; Lin , Diao ; Jendryke , Michael ; Zuo , Chenyu ; Ding , Linfang ; Meng , Liqiu: Geo-Tagged Social Media Data-Based Analytical Approach for Perceiving Impacts of Social Events. ISPRS International Journal of Geo-Information 8 (1), 2018, 15 more…
  • Zuo , Chenyu; Ding, Linfang ; Gartner , Georg ; Jendryke , Michael: Extraction and Visual Analysis of Negative Traffic Events from Weibo Data. In Proceedings of the 14th Conference on Location Based Services, 2018 more…

2017

  • Ding , Linfang ; Krisp , Jukka M. ; Meng , Liqiu: Visual Analysis of Floating Car Data. In: Hassan A. Karimi, Bobak Karimi (Ed.): Geospatial Data Science Techniques and Applications. CRC Press, 2017 more…
  • Ding , Linfang ; Meng , Liqiu ; Yang , Jian ; Krisp ,Jukka: Visual exploration of spatial trajectories using parallel coordinates and map views. In Proceedings of the 28th International Cartographic Conference (ICC), 2017 more…
  • Jahnke , Mathias ; Ding , Linfang ; Karja , Katre ; Wang , Shirui: Identifying Origin/Destination Hotspots in Floating Car Data for Visual Analysis of Travelling Behavior. In: Georg Gartner, Haosheng Huang (Ed.): Lecture Notes in Geoinformation & Cartography. Springer, 2017 more…
  • Keler , Andreas ; Krisp , Jukka M. ; Ding ,Linfang: Visualization of Traffic Bottlenecks: Combining Traffic Congestion with Complicated Crossings. In: Peterson, Michael P. (Ed.): Advances in Cartography and GIScience: Selections from the 28th International Cartographic Conference 2017. Springer International Publishing, 2017, 493--505 more…
  • Keler , Andreas ; Krisp , Jukka M. ; Ding , Linfang: Detecting vehicle traffic patterns in urban environments using taxi trajectory intersection points. Geo-spatial Information Science 20 (4), 2017, 333-344 more…
  • Lyu , Hao ; Ding , Linfang ; Fan , Hongchao ; Meng , Liqiu: The Impact of Large Urban Structural Elements on Traffic Flow - A Case Study of Danwei and Xiaoqu in Shanghai. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-2/W7, 2017, 1275--1282 more…
  • Meng , Liqiu ; Murphy , Christian E. ; Ding , Linfang ; Yang , Jian: A review of research works on VGI understanding and image map design. KN Journal of Cartography and Geographic Information (1), 2017, 17-22 more…
  • Yang , Jian ; Ding , Linfang ; Meng , Liqiu ; You , Xiong: Feature Learning from Massive Spatial Trajectories: A Case Study of Map Matching. In Proceedings of the 28th International Cartographic Conference (ICC), 2017 more…

2016

  • Ding , Linfang ; Krisp , Jukka M. ; Meng , Liqiu ; Xiao , Guohui; Keler , Andreas: Visual exploration of multivariate movement events in space-time cube. The 19th AGILE International Conference on Geographic Information Science, 2016, more…
  • Ding , Linfang; Meng , Liqiu: VGI collection, assessment and visual analytics. Proceedings of the 24th International Conference on Geoinformatics, 2016 more…
  • Ding ,Linfang ; Jahnke , Mathias ; Wang , Shirui ; Karja , Katre: Understanding Spatiotemporal Mobility Patterns related to Transport Hubs from Floating Car Data. Proceeding of LBS 2016, 2016the 13th International Conference on Location-Based Services more…
  • Keler , Andreas ; Ding , Linfang ; Krisp , Jukka M.: Visualization of traffic congestion based on Floating Taxi Data – Visualisierung von Verkehrsstau basierend auf Floating Taxi Data. Kartographische Nachrichten, Kirschbaum , 2016, more…
  • Xiao, Xie; Ding ,Linfang: A Semantics-aware Self-adaptive Organization Method of GeoVideo Big Data. Proceedings of the 24th International Conference on Geoinformatics, 2016 more…

2015

  • Ding , Linfang; Yang , Jian ; Meng , Liqiu: Visual Analytics for Understanding Traffic Flows of Transportation Hub from Movement Data. Proceedings of the 27th International Cartographic Conference, 2015, 23-28 more…
  • Ding, Linfang ; Fan , Hongchao ; Meng , Liqiu: Understanding Taxi Driving Behaviors from Movement Data. In: Lecture Notes in Geoinformation and Cartography. Springer Science + Business Media, 2015 more…
  • Lyu , Hao; Ding , Linfang: Mesh-based Free Space Routing Solution. Proceedings of LBS 2015, 2015the 12th International Conference on Location Based Services more…
  • Fan , Hongchao ; Ding , Linfang: Can FCD data indicate problems in urban planning? A case study in Shanghai. Proceedings of LBS 2015, 2015the 12th International Conference on Location Based Services more…

2014

  • Ding , Linfang; Meng , Liqiu: A comparative study of thematic mapping and scientific visualization. Annals of GIS 20 (1), 2014, 23-37 more…

2013

  • Ding , Linfang ; Zhu , Xiaoxiang ; Meng , Liqiu: Visual Analysis of 4-D Building Deformation Data. 26th International Cartographic Conference , 2013 more…
  • J. M. Krisp; L. Ding; L. Wei: Visual clustering of spatio-temporal hotspots for taxi activity in Shanghai. GeoViz 2013, 2013 more…
  • L. Wei; Krisp , Jukka M. ; T. Balz; M. Liao; Ding , Linfang: Urban Subsidence Surveillance combining PS-InSAR and Visual Analytics. 26th International Cartographic Conference 2013, 2013 more…

2012

  • Ding , Linfang ; Xiao , Guohui; Meng , Liqiu: Derivation and visual exploration of 4-D building deformation from high-resolution SAR. Symposium on Sercive-Oriented Mapping 2012, Jobstmedia Management Verlag, 2012, 359-368 more…
  • Krisp , Jukka M. ; Ding , Linfang ; Y. Jin; P. Peer: Indoor Routing - Is a centrality measure for an indoor routing network useful? Mobile Tartu 2012, 2012 more…
  • Krisp , Jukka M. ; P. Peer; Ding , Linfang: Classification of an indoor routing network based on graph therory. Geoinformatics 2012, 2012 more…

Presentations

Linfang Ding (2017): Visual exploration of spatial trajectories using parallel coordinates and map views. The 28th International Cartographic Conference (ICC), 2-7 July 2017, Washington D.C., USA.

Linfang Ding (2016): Visual exploration of multivariate movement events in space-time cube; The 19th Association of Geographic Information Laboratories in Europe (AGILE) Conference, 14-16 June 2016, Helsinki, Finland.

Linfang Ding (2015): Understanding taxi driving behaviors from movement data; The 18th Association of Geographic Information Laboratories in Europe (AGILE) Conference, 9-12 June 2015, Lisbon, Portugal.

Linfang Ding (2013): Visual Analysis of Large Amounts of 4-D Building Deformation Data; The 26th International Cartographic Conference (ICC), 25–30 August 2013, Dresden, Germany.

Linfang Ding (2012): Derivation and Visual Exploration of 4-D Building Deformation from High-resolution SAR Data; The Symposium on Service-Oriented Mapping (SOMAP) 2012, pp. 359-368. 22-23 November 2012, Vienna, Austria.

Invited presentations

Linfang Ding (2016): Analyzing Floating Car Data in MongoDB; Workshop "GIS with NoSQL" in context of the 19th Association of Geographic Information Laboratories in Europe (AGILE) Conference, 14th June 2016, Helsinki, Finland.

Posters

Linfang Ding (2018): Extraction and Visual Analysis of Negative Traffic Events from Weibo Data. The 14th Conference on Location Based Services, 15-17 Jan 2018, Zurich, Switzerland.

Linfang Ding (2017): Feature Learning from Massive Spatial Trajectories: A Case Study of Map Matching. The 28th International Cartographic Conference (ICC), 2-7 July 2017, Washington D.C., USA.

Linfang Ding  (2016): Understanding Spatiotemporal Mobility Patterns related to Transport Hubs from Floating Car Data. The 13th International Conference on Location-Based Services (LBS), 14–16 November 2016, Vienna, Austria.

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