Dr Martin Tomko

  • Room: Level: 03 Room: B304
  • Building: Engineering Block B
  • Campus: Parkville

Research interests

  • Geographic Information Retrieval (annotation, search and retrieval, and ranking of spatially related data)
  • Spatial analytics (mobility analytics, spatial machine learning and AI)
  • Spatial data integration (spatial databases, spatial data quality)
  • Spatial databases (autonomous data cleaning and integration)
  • Spatial information science (spatial communication, retail analytics, cyber-physical-social systems, spatial recommender systems)
  • Spatial infrastructures (eResearch infrastructure in the spatial domain)

Personal webpage

http://www.tomko.org

Biography

I am a Lecturer in the discipline of Geomatics with research interests in the area of Spatial Information Science, urban structure and network analysis, spatial databases and geographic information retrieval. My research thus contributes to numerous areas of spatial cognitive engineering.  I have a broad experience in design, implementation and management of the technical aspects of large-scale geospatial infrastructures and data handling, such as the design and implementation of a strategic Australian eResearch portal AURIN - The Australian Urban Research Infrastructure Network's flagship product.

Recent publications

  1. Tomko M, Winter S. Beyond digital twins - A commentary. ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE. Sage Publications. 2019, Vol. 46, Issue 2. DOI: 10.1177/2399808318816992
  2. Winter S, Majic I, Naghi Zadeh Kakhki E, Tomko M. Discovery of topological constraints on spatial object classes using an extended topological model. Journal of Spatial Information Science. University of Maine. 2019. DOI: 10.5311/JOSIS.2019.18.459
  3. Winter S, Tomko M, Vasardani M, Richter K-F, Khoshelham K, Kalantari Soltanieh S. Infrastructure-Independent Indoor Localization and Navigation. ACM Computing Surveys. Association for Computing Machinery. 2019, Vol. 52, Issue 3. DOI: 10.1145/3321516
  4. Moss R, Naghi Zadeh Kakhki E, Tomko M, Geard N. What can urban mobility data reveal about the spatial distribution of infection in a single city?. BMC PUBLIC HEALTH. Biomed Central. 2019, Vol. 19, Issue 1. DOI: 10.1186/s12889-019-6968-x
  5. Adams B, Tomko M. A critical look at cryptogovernance of the real world: Challenges for spatial representation and uncertainty on the blockchain. Leibniz International Proceedings in Informatics, LIPIcs. 2018, Vol. 114. DOI: 10.4230/LIPIcs.GIScience.2018.18
  6. Chen H, Vasardani M, Winter S, Tomko M. A Graph Database Model for Knowledge Extracted from Place Descriptions. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION. 2018, Vol. 7, Issue 6. DOI: 10.3390/ijgi7060221
  7. Chen H, Vasardani M, Winter S, Tomko M. A Graph Database Model for Knowledge Extracted from Place Descriptions. ISPRS International Journal of Geo-Information. MDPI AG. 2018, Vol. 7, Issue 6. DOI: 10.3390/ijgi7060221
  8. Ren Y, Tomko M, Salim FD, Chan J, Clarke CLA, Sanderson M. A Location-Query-Browse Graph for Contextual Recommendation. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. IEEE Computer Society. 2018, Vol. 30, Issue 2. DOI: 10.1109/TKDE.2017.2766059
  9. Wang Y, Winter S, Tomko M. Collaborative activity-based ridesharing. JOURNAL OF TRANSPORT GEOGRAPHY. Pergamon. 2018, Vol. 72. DOI: 10.1016/j.jtrangeo.2018.08.013
  10. Naghi Zadeh Kakhki E, Chan J, Ren Y, Tomko M. Contextual Location Imputation for Confined WiFi Trajectories. 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD). Springer Verlag. 2018, Vol. 10938. Editors: Phung D, Tseng VS, Webb GI, Ho B, Ganji M, Rashidi L. DOI: 10.1007/978-3-319-93037-4_35
  11. Hamzei E, Hua H, Tomko M, Chen H, Vasardani M, Winter S. Deriving place graphs from spatial databases. CEUR Workshop Proceedings. Rheinisch-Westfaelische Technische Hochschule Aachen * Lehrstuhl Informatik V. 2018, Vol. 2087.
  12. Priyogi B, Sanderson M, Salim F, Chan J, Tomko M, Ren Y. Identifying In-App User Actions from Mobile Web Logs. 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD). Springer Verlag. 2018, Vol. 10938. Editors: Phung D, Tseng VS, Webb GI, Ho B, Ganji M, Rashidi L. DOI: 10.1007/978-3-319-93037-4_24
  13. Kaur M, Salim FD, Ren Y, Chan J, Tomko M, Sanderson M. Shopping Intent Recognition and Location Prediction from Cyber-Physical Activities via Wi-Fi Logs. 5th ACM International Conference on Systems for Built Environments (BuildSys). Association for Computing Machinery Inc.. 2018. Editors: Ramachandran GS, Batra N. DOI: 10.1145/3276774.3276786
  14. Marshall S, Gil J, Kropf K, Tomko M, Figueiredo L. Street Network Studies: from Networks to Models and their Representations. NETWORKS & SPATIAL ECONOMICS. Springer Verlag. 2018, Vol. 18, Issue 3. DOI: 10.1007/s11067-018-9427-9
  15. Scherrer L, Tomko M, Ranacher P, Weibel R. Travelers or locals? Identifying meaningful sub-populations from human movement data in the absence of ground truth. EPJ DATA SCIENCE. 2018, Vol. 7, Issue 1. DOI: 10.1140/epjds/s13688-018-0147-7

View a full list of publications on the University of Melbourne’s ‘Find An Expert’ profile