{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,24]],"date-time":"2026-06-24T05:55:36Z","timestamp":1782280536134,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":43,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,6,3]],"date-time":"2024-06-03T00:00:00Z","timestamp":1717372800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,6,3]]},"DOI":"10.1145\/3630106.3658976","type":"proceedings-article","created":{"date-parts":[[2024,6,5]],"date-time":"2024-06-05T13:14:21Z","timestamp":1717593261000},"page":"1341-1354","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Perceptive Visual Urban Analytics is Not (Yet) Suitable for Municipalities"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-7935-2493","authenticated-orcid":false,"given":"Tim","family":"Alpherts","sequence":"first","affiliation":[{"name":"University of Amsterdam, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-5788-4635","authenticated-orcid":false,"given":"Sennay","family":"Ghebreab","sequence":"additional","affiliation":[{"name":"University of Amsterdam, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8016-7534","authenticated-orcid":false,"given":"Yen-Chia","family":"Hsu","sequence":"additional","affiliation":[{"name":"University of Amsterdam, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5145-3603","authenticated-orcid":false,"given":"Nanne","family":"Van Noord","sequence":"additional","affiliation":[{"name":"University of Amsterdam, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2024,6,5]]},"reference":[{"key":"e_1_3_2_3_1_1","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1810.03292"},{"key":"e_1_3_2_3_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346446"},{"key":"e_1_3_2_3_3_1","volume-title":"NeurIPS","author":"Chen Chaofan","year":"2019","unstructured":"Chaofan Chen, Oscar Li, Chaofan Tao, Alina\u00a0Jade Barnett, Jonathan Su, and Cynthia Rudin. 2019. This looks like that: Deep learning for interpretable image recognition. Advances in Neural Information Processing Systems 32, NeurIPS (2019), 1\u201312. arxiv:1806.10574"},{"key":"e_1_3_2_3_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.giq.2019.07.004"},{"key":"e_1_3_2_3_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87589-3_41"},{"key":"e_1_3_2_3_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2830541"},{"key":"e_1_3_2_3_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0"},{"key":"e_1_3_2_3_8_1","doi-asserted-by":"publisher","unstructured":"Daniel\u00a0C. Elton. 2020. Self-explaining ai as an alternative to interpretable ai. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12177 LNAI (2020) 95\u2013106. https:\/\/doi.org\/10.1007\/978-3-030-52152-3_10 arXiv:2002.05149","DOI":"10.1007\/978-3-030-52152-3_10"},{"key":"e_1_3_2_3_9_1","first-page":"1","article-title":"Attribution-based Explanations that Provide Recourse Cannot be Robust","volume":"24","author":"Fokkema Hidde","year":"2023","unstructured":"Hidde Fokkema, Rianne de Heide, and Tim van Erven. 2023. Attribution-based Explanations that Provide Recourse Cannot be Robust. Journal of Machine Learning Research 24, 360 (2023), 1\u201337. http:\/\/jmlr.org\/papers\/v24\/23-0042.html","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_3_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3593013.3594020"},{"key":"e_1_3_2_3_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3274895.3274975"},{"key":"e_1_3_2_3_12_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1700035114"},{"key":"e_1_3_2_3_13_1","unstructured":"Inske Groenen Stevan Rudinac and Marcel Worring. 2022. PanorAMS: Automatic Annotation for Detecting Objects in Urban Context. (2022). arxiv:2208.14295"},{"key":"e_1_3_2_3_14_1","volume-title":"A Benchmark for Interpretability Methods in Deep Neural Networks. NeurIPS","author":"Hooker Sara","year":"2019","unstructured":"Sara Hooker, Dumitru Erhan, Pieter-jan Kindermans, Been Kim, and Google Brain. 2019. A Benchmark for Interpretability Methods in Deep Neural Networks. NeurIPS (2019). arXiv:1806.10758v3"},{"key":"e_1_3_2_3_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cities.2019.102481"},{"key":"e_1_3_2_3_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00880"},{"key":"e_1_3_2_3_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581001"},{"key":"e_1_3_2_3_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3342240"},{"key":"e_1_3_2_3_19_1","volume-title":"A Dual-Perspective Approach to Evaluating Feature Attribution Methods. arXiv preprint","author":"Li Yawei","year":"2023","unstructured":"Yawei Li, Yang Zhang, Kenji Kawaguchi, Ashkan Khakzar, Bernd Bischl, and Mina Rezaei. 2023. A Dual-Perspective Approach to Evaluating Feature Attribution Methods. arXiv preprint (2023). arxiv:2308.08949"},{"key":"e_1_3_2_3_20_1","first-page":"4766","article-title":"A unified approach to interpreting model predictions","volume":"2","author":"Lundberg M.","year":"2017","unstructured":"Scott\u00a0M. Lundberg and Su\u00a0In Lee. 2017. A unified approach to interpreting model predictions. Advances in Neural Information Processing SystemsSection 2 (2017), 4766\u20134775. arxiv:1705.07874","journal-title":"Advances in Neural Information Processing SystemsSection"},{"key":"e_1_3_2_3_21_1","volume-title":"The image of the city","author":"Lynch Kevin","unstructured":"Kevin Lynch. 1964. The image of the city. The MIT press."},{"key":"e_1_3_2_3_22_1","doi-asserted-by":"publisher","unstructured":"Nachuan Ma Jiahe Fan Wenshuo Wang Jin Wu Yu Jiang Lihua Xie and Rui Fan. 2022. Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms. (2022) 1\u201316. https:\/\/doi.org\/10.1093\/tse\/tdac026 arxiv:2204.13590","DOI":"10.1093\/tse"},{"key":"e_1_3_2_3_23_1","volume-title":"A City Is Not a Computer. Places Journal","author":"Mattern Shannon","year":"2017","unstructured":"Shannon Mattern. 2017. A City Is Not a Computer. Places Journal (2017)."},{"key":"e_1_3_2_3_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-29374-1_22"},{"key":"e_1_3_2_3_25_1","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2017.0357"},{"key":"e_1_3_2_3_26_1","volume-title":"City-Wide Perceptions of Neighbourhood Quality using Street View Images. Vol.\u00a01","author":"Muller Emily","unstructured":"Emily Muller, Emily Gemmell, Ishmam Choudhury, Ricky Nathvani, Antje\u00a0Barbara Metzler, James Bennett, Emily Denton, Seth Flaxman, and Majid Ezzati. 2022. City-Wide Perceptions of Neighbourhood Quality using Street View Images. Vol.\u00a01. Association for Computing Machinery. arxiv:2211.12139"},{"key":"e_1_3_2_3_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.121"},{"key":"e_1_3_2_3_28_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10599-4_32"},{"key":"e_1_3_2_3_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"key":"e_1_3_2_3_30_1","doi-asserted-by":"publisher","DOI":"10.3390\/su10041278"},{"key":"e_1_3_2_3_31_1","volume-title":"Restricting the Flow: Information Bottlenecks for Attribution. 8th International Conference on Learning Representations (2020","author":"Schulz Karl","year":"2020","unstructured":"Karl Schulz, Leon Sixt, Federico Tombari, and Tim Landgraf. 2020. Restricting the Flow: Information Bottlenecks for Attribution. 8th International Conference on Learning Representations (2020). arxiv:2001.00396"},{"key":"e_1_3_2_3_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.landurbplan.2017.05.010"},{"key":"e_1_3_2_3_33_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-019-01228-7"},{"key":"e_1_3_2_3_34_1","doi-asserted-by":"publisher","DOI":"10.1098\/rsos.170170"},{"key":"e_1_3_2_3_35_1","volume-title":"2nd International Conference on Learning Representations, Workshop Track Proceedings","author":"Simonyan Karen","year":"2014","unstructured":"Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman. 2014. Deep inside convolutional networks: Visualising image classification models and saliency maps. 2nd International Conference on Learning Representations, Workshop Track Proceedings (2014), 1\u20138. arxiv:1312.6034"},{"key":"e_1_3_2_3_36_1","volume-title":"3rd International Conference on Learning Representations","author":"Simonyan Karen","year":"2015","unstructured":"Karen Simonyan and Andrew Zisserman. 2015. Very deep convolutional networks for large-scale image recognition. 3rd International Conference on Learning Representations (2015), 1\u201314. arxiv:arXiv:1409.1556v6"},{"key":"e_1_3_2_3_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2021.112339"},{"key":"e_1_3_2_3_38_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-42036-w"},{"key":"e_1_3_2_3_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3372278.3390708"},{"key":"e_1_3_2_3_40_1","doi-asserted-by":"publisher","DOI":"10.1080\/01900692.2018.1498103"},{"key":"e_1_3_2_3_41_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00146-022-01450-x"},{"key":"e_1_3_2_3_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.landusepol.2021.105762"},{"key":"e_1_3_2_3_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSC.2018.00012"}],"event":{"name":"FAccT '24: The 2024 ACM Conference on Fairness, Accountability, and Transparency","location":"Rio de Janeiro Brazil","acronym":"FAccT '24"},"container-title":["The 2024 ACM Conference on Fairness, Accountability, and Transparency"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3630106.3658976","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3630106.3658976","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T22:50:58Z","timestamp":1750287058000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3630106.3658976"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,3]]},"references-count":43,"alternative-id":["10.1145\/3630106.3658976","10.1145\/3630106"],"URL":"https:\/\/doi.org\/10.1145\/3630106.3658976","relation":{},"subject":[],"published":{"date-parts":[[2024,6,3]]},"assertion":[{"value":"2024-06-05","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}