Fetching the paper…
Reading the bibliography…
This chapter presents some of the fundamental assumptions and principles that could form the philosophical foundation of GeoAI and spatial data science.
Openshaw, S.: The modifiable areal unit problem. Concepts and techniques in modern geography (1984)
1984
Earlier work this paper cites.
Jonas, H.: The imperative of responsibility: In search of an ethics for the technological age. University of Chicago press (1985)
1985
Earlier work this paper cites.
Moor, J.H.: What is computer ethics? Metaphilosophy 16
1985
Earlier work this paper cites.
Moor, J.H.: Towards a theory of privacy in the information age. ACM Sigcas Computers and Society 27
1997
Earlier work this paper cites.
O’Sullivan, D., Unwin, D.: Geographic information analysis. John Wiley & Sons (2003)
2003
Earlier work this paper cites.
Hendler, J., Shadbolt, N., Hall, W., Berners-Lee, T., Weitzner, D.: Web science: an interdisciplinary approach to understanding the web. Communications of the ACM 51
2008
Earlier work this paper cites.
Cavoukian, A.: Privacy by design (2009)
2009
Earlier work this paper cites.
Krumm, J.: A survey of computational location privacy. Personal and Ubiquitous Computing 13
2009
Earlier work this paper cites.
Wang, S., Schlobach, S., Klein, M.: Concept drift and how to identify it. Journal of Web Semantics 9
2011
Earlier work this paper cites.
Janowicz, K., Adams, B., McKenzie, G., Kauppinen, T.: Towards geographic information observatories. In: GIO@ GIScience. pp. 1–5 (2014)
2014
Earlier work this paper cites.
Kounadi, O., Leitner, M.: Why does geoprivacy matter? the scientific publication of confidential data presented on maps. Journal of Empirical Research on Human Research Ethics 9
2014
Earlier work this paper cites.
Janowicz, K., Van Harmelen, F., Hendler, J.A., Hitzler, P.: Why the data train needs semantic rails. AI Magazine 36
2015
Earlier work this paper cites.
Scheider, S., Kuhn, W.: How to talk to each other via computers: Semantic interoperability as conceptual imitation. Applications of Conceptual Spaces: The Case for Geometric Knowledge Representation pp. 97–122 (2015)
2015
Earlier work this paper cites.
Wiedmann, T.O., Schandl, H., Lenzen, M., Moran, D., Suh, S., West, J., Kanemoto, K.: The material footprint of nations. Proceedings of the national academy of sciences 112
2015
Earlier work this paper cites.
Bolukbasi, T., Chang, K.W., Zou, J.Y., Saligrama, V., Kalai, A.T.: Man is to computer programmer as woman is to homemaker? debiasing word embeddings. Advances in neural information processing systems 29
2016
Earlier work this paper cites.
Wilkinson, M.D., Dumontier, M., Aalbersberg, I.J., Appleton, G., Axton, M., Baak, A., Blomberg, N., Boiten, J.W., da Silva Santos, L.B., Bourne, P.E., et al.: The fair guiding principles for scientific data management and stewardship. Scientific data 3
2016
Earlier work this paper cites.
Miller, H.J.: Geographic information science i: Geographic information observatories and opportunistic giscience. Progress in Human Geography 41
2017
Earlier work this paper cites.
Peppoloni, S., Di Capua, G.: Geoethics: ethical, social and cultural implications in geosciences. Annals of Geophysics (2017)
2017
Cited alongside, same era.
2017
Cited alongside, same era.
Janowicz, K., Yan, B., Regalia, B., Zhu, R., Mai, G.: Debiasing knowledge graphs: Why female presidents are not like female popes. In: ISWC (P&D/Industry/BlueSky) (2018)
2018
Cited alongside, same era.
Keßler, C., McKenzie, G.: A geoprivacy manifesto. Transactions in GIS 22
2018
Cited alongside, same era.
Nüst, D., Granell, C., Hofer, B., Konkol, M., Ostermann, F.O., Sileryte, R., Cerutti, V.: Reproducible research and giscience: an evaluation using agile conference papers. PeerJ 6
Li, W., Hsu, C.Y., Hu, M.: Tobler’s first law in geoai: A spatially explicit deep learning model for terrain feature detection under weak supervision. Annals of the American Association of Geographers 111
2021
Later among the works it cites.
Mehrabi, N., Morstatter, F., Saxena, N., Lerman, K., Galstyan, A.: A survey on bias and fairness in machine learning. ACM Computing Surveys (CSUR) 54
2021
Later among the works it cites.
Van Wynsberghe, A.: Sustainable ai: Ai for sustainability and the sustainability of ai. AI and Ethics 1
2021
Later among the works it cites.
Goodchild, M., Appelbaum, R., Crampton, J., Herbert, W., Janowicz, K., Kwan, M.P., Michael, K., Alvarez León, L., Bennett, M., Cole, D.G., et al.: A white paper on locational information and the public interest (2022)
2022
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2018
Cited alongside, same era.
Feng, M., Shaw, S.L., Fang, Z., Cheng, H.: Relative space-based gis data model to analyze the group dynamics of moving objects. ISPRS journal of photogrammetry and remote sensing 153
2019
Cited alongside, same era.
Rocher, L., Hendrickx, J.M., De Montjoye, Y.A.: Estimating the success of re-identifications in incomplete datasets using generative models. Nature communications 10
2019
Cited alongside, same era.
The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems: Ethically aligned design: A vision for prioritizing human well-being with autonomous and intelligent systems, first edition. IEEE (2019)
2019
Cited alongside, same era.
Hagendorff, T.: The ethics of ai ethics: An evaluation of guidelines. Minds and machines 30
2020
Cited alongside, same era.
Janowicz, K., Gao, S., McKenzie, G., Hu, Y., Bhaduri, B.: Geoai: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2020)
2020
Cited alongside, same era.
Phillips, P.J., Hahn, C.A., Fontana, P.C., Broniatowski, D.A., Przybocki, M.A.: Four principles of explainable artificial intelligence. Gaithersburg, Maryland p. 18 (2020)
2020
Cited alongside, same era.
Schwartz, R., Dodge, J., Smith, N.A., Etzioni, O.: Green AI. Communications of the ACM 63
2020
Cited alongside, same era.
2022
Later among the works it cites.
Janowicz, K., Shimizu, C., Hitzler, P., Mai, G., Stephen, S., Zhu, R., Cai, L., Zhou, L., Schildhauer, M., Liu, Z., et al.: Diverse data! diverse schemata? Semantic Web 13
2022
Later among the works it cites.
Janowicz, K., Sieber, R., Crampton, J.: Geoai, counter-ai, and human geography: A conversation. Dialogues in Human Geography 12
2022
Later among the works it cites.
Janowicz, K., Zhu, R., Verstegen, J., McKenzie, G., Martins, B., Cai, L.: Six giscience ideas that must die. AGILE: GIScience Series 3
2022
Later among the works it cites.
Li, Z.: Extracting spatial effects from machine learning model using local interpretation method: An example of shap and xgboost. Computers, Environment and Urban Systems 96
2022
Later among the works it cites.
Liu, P., Biljecki, F.: A review of spatially-explicit geoai applications in urban geography. International Journal of Applied Earth Observation and Geoinformation 112
2022
Later among the works it cites.
Liu, Z., Janowicz, K., Cai, L., Zhu, R., Mai, G., Shi, M.: Geoparsing: Solved or biased? an evaluation of geographic biases in geoparsing. AGILE: GIScience Series 3
2022
Later among the works it cites.
Mai, G., Cundy, C., Choi, K., Hu, Y., Lao, N., Ermon, S.: Towards a foundation model for geospatial artificial intelligence (vision paper). In: Proceedings of the 30th International Conference on Advances in Geographic Information Systems. pp. 1–4 (2022)
2022
Later among the works it cites.
Mai, G., Janowicz, K., Hu, Y., Gao, S., Yan, B., Zhu, R., Cai, L., Lao, N.: A review of location encoding for geoai: methods and applications. International Journal of Geographical Information Science 36
2022
Later among the works it cites.
McKenzie, G., Romm, D., Zhang, H., Brunila, M.: Privyto: A privacy-preserving location-sharing platform. Transactions in GIS 26
2022
Later among the works it cites.
Papadakis, E., Adams, B., Gao, S., Martins, B., Baryannis, G., Ristea, A.: Explainable artificial intelligence in the spatial domain (x-geoai). Transactions in GIS 26
2022
Later among the works it cites.
Stinson, C.: Algorithms are not neutral: Bias in collaborative filtering. AI and Ethics 2
2022
Later among the works it cites.
Wu, C.J., Raghavendra, R., Gupta, U., Acun, B., Ardalani, N., Maeng, K., Chang, G., Aga, F., Huang, J., Bai, C., et al.: Sustainable ai: Environmental implications, challenges and opportunities. Proceedings of Machine Learning and Systems 4
2022
Later among the works it cites.