{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T15:13:13Z","timestamp":1751555593005,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":35,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,11,5]],"date-time":"2019-11-05T00:00:00Z","timestamp":1572912000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,11,5]]},"DOI":"10.1145\/3356395.3365598","type":"proceedings-article","created":{"date-parts":[[2019,11,20]],"date-time":"2019-11-20T13:56:52Z","timestamp":1574258212000},"page":"17-24","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["In-Database Geospatial Analytics using Python"],"prefix":"10.1145","author":[{"given":"Avipsa","family":"Roy","sequence":"first","affiliation":[{"name":"Arizona State University, Tempe, AZ, USA"}]},{"given":"Edouard","family":"Fouch\u00e9","sequence":"additional","affiliation":[{"name":"Karlsruhe Institute of Technology, Karlsruhe, Germany"}]},{"given":"Rafael Rodriguez","family":"Morales","sequence":"additional","affiliation":[{"name":"Technische Universit\u00e4t Dresden, Dresden, Germany"}]},{"given":"Gregor","family":"M\u00f6hler","sequence":"additional","affiliation":[{"name":"IBM Deutschland Research and Development GmbH, B\u00f6blingen, Germany"}]}],"member":"320","published-online":{"date-parts":[[2019,11,5]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"2019. ArcGIS Desktop: Release 10. http:\/\/www.arcgis.com\/  2019. ArcGIS Desktop: Release 10. http:\/\/www.arcgis.com\/"},{"key":"e_1_3_2_1_2_1","unstructured":"2019. Creating better cities by using big data. https:\/\/metro.strava.com\/  2019. Creating better cities by using big data. https:\/\/metro.strava.com\/"},{"key":"e_1_3_2_1_3_1","unstructured":"2019. Folium-Library. https:\/\/python-visualization.github.io\/folium\/  2019. Folium-Library. https:\/\/python-visualization.github.io\/folium\/"},{"key":"e_1_3_2_1_4_1","unstructured":"2019. Matplotlib Library - Python. https:\/\/matplotlib.org\/  2019. Matplotlib Library - Python. https:\/\/matplotlib.org\/"},{"key":"e_1_3_2_1_5_1","unstructured":"2019. OpenStreetMap. https:\/\/www.openstreetmap.org\/  2019. OpenStreetMap. https:\/\/www.openstreetmap.org\/"},{"key":"e_1_3_2_1_6_1","unstructured":"2019. Python 3.6. https:\/\/www.python.org\/  2019. Python 3.6. https:\/\/www.python.org\/"},{"key":"e_1_3_2_1_7_1","unstructured":"2019. Simple Feature Access - Part 2: SQL Option. https:\/\/www.opengeospatial.org\/standards\/sfs  2019. Simple Feature Access - Part 2: SQL Option. https:\/\/www.opengeospatial.org\/standards\/sfs"},{"key":"e_1_3_2_1_8_1","unstructured":"2019. Uber Movement: Lets find smarter ways forward together. https:\/\/movement.uber.com\/  2019. Uber Movement: Lets find smarter ways forward together. https:\/\/movement.uber.com\/"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.14778\/2536222.2536227"},{"key":"e_1_3_2_1_10_1","volume-title":"International journal of geographical information science 21, 8","author":"Andrienko Gennady","year":"2007","unstructured":"Gennady Andrienko , Natalia Andrienko , Piotr Jankowski , Daniel Keim , M-J Kraak , Alan MacEachren , and Stefan Wrobel . 2007. Geovisual analytics for spatial decision support: Setting the research agenda . International journal of geographical information science 21, 8 ( 2007 ), 839--857. Gennady Andrienko, Natalia Andrienko, Piotr Jankowski, Daniel Keim, M-J Kraak, Alan MacEachren, and Stefan Wrobel. 2007. Geovisual analytics for spatial decision support: Setting the research agenda. International journal of geographical information science 21, 8 (2007), 839--857."},{"key":"e_1_3_2_1_11_1","volume-title":"Interactive techniques and exploratory spatial data analysis. Geographical Information Systems: principles, techniques, management and applications 1, 1","author":"Anselin Luc","year":"1999","unstructured":"Luc Anselin . 1999. Interactive techniques and exploratory spatial data analysis. Geographical Information Systems: principles, techniques, management and applications 1, 1 ( 1999 ), 251--264. Luc Anselin. 1999. Interactive techniques and exploratory spatial data analysis. Geographical Information Systems: principles, techniques, management and applications 1, 1 (1999), 251--264."},{"key":"e_1_3_2_1_12_1","volume-title":"place and crime: Hot spot areas and hot places of liquor-related crime. Crime and place 4, 2","author":"Block Richard L","year":"1995","unstructured":"Richard L Block and Carolyn Rebecca Block . 1995. Space , place and crime: Hot spot areas and hot places of liquor-related crime. Crime and place 4, 2 ( 1995 ), 145--184. Richard L Block and Carolyn Rebecca Block. 1995. Space, place and crime: Hot spot areas and hot places of liquor-related crime. Crime and place 4, 2 (1995), 145--184."},{"key":"e_1_3_2_1_13_1","unstructured":"Open Calgary. [n. d.]. nypd 7 major felony incidents. https:\/\/data.cityofnewyork.us\/Social-Services\/nypd-7-major-felony-incidents\/k384-xu3q  Open Calgary. [n. d.]. nypd 7 major felony incidents. https:\/\/data.cityofnewyork.us\/Social-Services\/nypd-7-major-felony-incidents\/k384-xu3q"},{"key":"e_1_3_2_1_14_1","unstructured":"GeoPandas Developers. 2019. GeoPandas 0.4. 0.  GeoPandas Developers. 2019. GeoPandas 0.4. 0."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.14778\/3236187.3236194"},{"key":"e_1_3_2_1_16_1","volume-title":"Crime places in crime theory. Crime and place: Crime prevention studies 4","author":"Eck John","year":"2015","unstructured":"John Eck and David L Weisburd . 2015. Crime places in crime theory. Crime and place: Crime prevention studies 4 ( 2015 ). John Eck and David L Weisburd. 2015. Crime places in crime theory. Crime and place: Crime prevention studies 4 (2015)."},{"key":"e_1_3_2_1_17_1","unstructured":"Edouard Fouche. 2017. ibmdbpy. https:\/\/pypi.org\/project\/ibmdbpy\/  Edouard Fouche. 2017. ibmdbpy. https:\/\/pypi.org\/project\/ibmdbpy\/"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3221269.3223026"},{"key":"e_1_3_2_1_19_1","volume-title":"International journal of geographical information systems 6, 5","author":"Goodchild Michael","year":"1992","unstructured":"Michael Goodchild , Robert Haining , and Stephen Wise . 1992. Integrating GIS and spatial data analysis: problems and possibilities . International journal of geographical information systems 6, 5 ( 1992 ), 407--423. Michael Goodchild, Robert Haining, and Stephen Wise. 1992. Integrating GIS and spatial data analysis: problems and possibilities. International journal of geographical information systems 6, 5 (1992), 407--423."},{"key":"e_1_3_2_1_20_1","unstructured":"Continuum Analytics Inc. 2018. The Blaze Ecosystem. http:\/\/blaze.pydata.org  Continuum Analytics Inc. 2018. The Blaze Ecosystem. http:\/\/blaze.pydata.org"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIN.2015.7073815"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13677-015-0026-8"},{"key":"e_1_3_2_1_23_1","unstructured":"Thomas Kluyver Benjamin Ragan-Kelley Fernando P\u00e9rez Brian E Granger Matthias Bussonnier Jonathan Frederic Kyle Kelley Jessica B Hamrick Jason Grout Sylvain Corlay etal 2016. Jupyter Notebooks-a publishing format for reproducible computational workflows.. In ELPUB. 87--90.  Thomas Kluyver Benjamin Ragan-Kelley Fernando P\u00e9rez Brian E Granger Matthias Bussonnier Jonathan Frederic Kyle Kelley Jessica B Hamrick Jason Grout Sylvain Corlay et al. 2016. Jupyter Notebooks-a publishing format for reproducible computational workflows.. In ELPUB. 87--90."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2757841"},{"key":"e_1_3_2_1_25_1","volume-title":"pandas: a Python data analysis library. see http:\/\/pandas.pydata.org","author":"McKinney Wes","year":"2015","unstructured":"Wes McKinney . 2015. pandas: a Python data analysis library. see http:\/\/pandas.pydata.org ( 2015 ). Wes McKinney. 2015. pandas: a Python data analysis library. see http:\/\/pandas.pydata.org (2015)."},{"key":"e_1_3_2_1_26_1","volume-title":"CEUR Workshop Proceedings.","author":"Ngo Hung Q","year":"2017","unstructured":"Hung Q Ngo , XuanLong Nguyen , Dan Olteanu , and Maximilian Schleich . 2017 . In-database factorized learning . CEUR Workshop Proceedings. Hung Q Ngo, XuanLong Nguyen, Dan Olteanu, and Maximilian Schleich. 2017. In-database factorized learning. CEUR Workshop Proceedings."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939723"},{"key":"e_1_3_2_1_28_1","unstructured":"Paul Ramsey et al. 2005. Postgis manual. Refractions Research Inc 17 (2005).  Paul Ramsey et al. 2005. Postgis manual. Refractions Research Inc 17 (2005)."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi4020815"},{"key":"e_1_3_2_1_30_1","unstructured":"Avipsa Roy and Rafael Rodriguez. [n. d.]. ibmdbpy-spatial. https:\/\/pythonhosted.org\/ibmdbpy\/geospatial.html  Avipsa Roy and Rafael Rodriguez. [n. d.]. ibmdbpy-spatial. https:\/\/pythonhosted.org\/ibmdbpy\/geospatial.html"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2093973.2094064"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1745-9125.1989.tb00862.x"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1177\/0022427884021004003"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1080\/07418829500096261"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2915237"}],"event":{"name":"SIGSPATIAL '19: 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems","sponsor":["SIGSPATIAL ACM Special Interest Group on Spatial Information"],"location":"Chicago IL USA","acronym":"SIGSPATIAL '19"},"container-title":["Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on Resilient and Intelligent Cities"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3356395.3365598","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3356395.3365598","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:44:52Z","timestamp":1750203892000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3356395.3365598"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,5]]},"references-count":35,"alternative-id":["10.1145\/3356395.3365598","10.1145\/3356395"],"URL":"https:\/\/doi.org\/10.1145\/3356395.3365598","relation":{},"subject":[],"published":{"date-parts":[[2019,11,5]]},"assertion":[{"value":"2019-11-05","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}