{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T00:47:09Z","timestamp":1771462029361,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":47,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,3,27]],"date-time":"2023-03-27T00:00:00Z","timestamp":1679875200000},"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":[[2023,3,27]]},"DOI":"10.1145\/3581641.3584036","type":"proceedings-article","created":{"date-parts":[[2023,3,27]],"date-time":"2023-03-27T16:16:52Z","timestamp":1679933812000},"page":"91-105","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0197-4638","authenticated-orcid":false,"given":"Austin P","family":"Wright","sequence":"first","affiliation":[{"name":"Georgia Institute of Technology, United States and Jet Propulsion Laboratory, California Institute of Technology, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2158-6824","authenticated-orcid":false,"given":"Peter","family":"Nemere","sequence":"additional","affiliation":[{"name":"School of Earth and Atmospheric Sciences, Queensland University of Technology, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8132-6824","authenticated-orcid":false,"given":"Adrian","family":"Galvin","sequence":"additional","affiliation":[{"name":"Jet Propulsion Laboratory, California Institute of Technology, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9824-3323","authenticated-orcid":false,"given":"Duen Horng","family":"Chau","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4417-7268","authenticated-orcid":false,"given":"Scott","family":"Davidoff","sequence":"additional","affiliation":[{"name":"Jet Propulsion Laboratory, California Institute of Technology, United States"}]}],"member":"320","published-online":{"date-parts":[[2023,3,27]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/AERO.2015.7119099"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11214-020-00767-7"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1089\/153110701753593856"},{"key":"e_1_3_2_1_4_1","volume-title":"Handbook of practical X-ray fluorescence analysis","author":"Beckhoff Burkhard","unstructured":"Burkhard Beckhoff, Birgit Kanngie\u00dfer, Norbert Langhoff, Reiner Wedell, and Helmut Wolff. 2007. Handbook of practical X-ray fluorescence analysis. Springer Science & Business Media."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445481"},{"key":"e_1_3_2_1_6_1","volume-title":"X-ray diffraction results from Mars Science Laboratory: Mineralogy of Rocknest at Gale crater. science 341, 6153","author":"Bish L","year":"2013","unstructured":"David\u00a0L Bish, DF Blake, DT Vaniman, SJ Chipera, RV Morris, DW Ming, AH Treiman, P Sarrazin, SM Morrison, RT Downs, 2013. X-ray diffraction results from Mars Science Laboratory: Mineralogy of Rocknest at Gale crater. science 341, 6153 (2013), 1238932."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.icarus.2003.12.025"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/SMC42975.2020.9282831"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.astro.43.051804.102202"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/1771592.1771617"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0969-806X(01)00227-4"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/604045.604056"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1089\/ast.2009.0440"},{"key":"e_1_3_2_1_14_1","volume-title":"Proceedings of the 2021 Committee on Space Research (COSPAR) Scientific Assembly 43(2021)","author":"Flannery David","year":"2021","unstructured":"David Flannery, Scott Davidoff, Michael\u00a0M. Tice, Abigail\u00a0C. Allwood, William\u00a0Timothy Elam, Christopher\u00a0M. Heirwegh, Joel\u00a0A. Hurowitz, Yang Liu, and Peter Nemere. 2021. Increasing Efficiency of Mars 2020 Rover Operations via Novel Data Analysis Software for the Planetary Instrument for X-ray Lithochemistry (PIXL). Proceedings of the 2021 Committee on Space Research (COSPAR) Scientific Assembly 43(2021). Issue B0.2."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","DOI":"10.1029\/2005JE002555","article-title":"Alpha Particle X-ray Spectrometer (APXS): Results from Gusev crater and calibration report","volume":"111","author":"Gellert R","year":"2006","unstructured":"R Gellert, R Rieder, J Br\u00fcckner, BC Clark, G Dreibus, G Klingelh\u00f6fer, G Lugmair, DW Ming, H W\u00e4nke, A Yen, 2006. Alpha Particle X-ray Spectrometer (APXS): Results from Gusev crater and calibration report. Journal of Geophysical Research: Planets 111, E2 (2006).","journal-title":"Journal of Geophysical Research: Planets"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302324"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2851581.2856492"},{"key":"e_1_3_2_1_18_1","volume-title":"XAI\u2014Explainable artificial intelligence. Science robotics 4, 37","author":"Gunning David","year":"2019","unstructured":"David Gunning, Mark Stefik, Jaesik Choi, Timothy Miller, Simone Stumpf, and Guang-Zhong Yang. 2019. XAI\u2014Explainable artificial intelligence. Science robotics 4, 37 (2019), eaay7120."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3490099.3511111"},{"key":"e_1_3_2_1_20_1","first-page":"978","article-title":"Laboratory micro-X-ray fluorescence spectroscopy. Cham","volume":"10","author":"Haschke Michael","year":"2014","unstructured":"Michael Haschke. 2014. Laboratory micro-X-ray fluorescence spectroscopy. Cham: Springer International Publishing 10 (2014), 978\u2013983.","journal-title":"Springer International Publishing"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sab.2022.106520"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290607.3299002"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12650-018-0531-1"},{"key":"e_1_3_2_1_24_1","volume-title":"The structure of scientific revolutions. Vol.\u00a0111","author":"Kuhn S","unstructured":"Thomas\u00a0S Kuhn. 1970. The structure of scientific revolutions. Vol.\u00a0111. Chicago University of Chicago Press."},{"key":"e_1_3_2_1_26_1","volume-title":"A unified approach to interpreting model predictions. Advances in neural information processing systems 30","author":"Lundberg M","year":"2017","unstructured":"Scott\u00a0M Lundberg and Su-In Lee. 2017. A unified approach to interpreting model predictions. Advances in neural information processing systems 30 (2017)."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1029\/2017JE005478"},{"key":"e_1_3_2_1_28_1","unstructured":"NASA. 2021. PIXL Sol 140. https:\/\/bit.ly\/34Mzpl6"},{"key":"e_1_3_2_1_29_1","unstructured":"NASA. 2021. PIXL\u2019s View of Dourbes. https:\/\/www.jpl.nasa.gov\/images\/pia25041-pixls-view-of-dourbes"},{"key":"e_1_3_2_1_30_1","unstructured":"NASA. 2021. Two Perspectives of S\u00e9\u00edtah Rocks. https:\/\/www.jpl.nasa.gov\/images\/pia25023-two-perspectives-of-seitah-rocks"},{"key":"e_1_3_2_1_31_1","unstructured":"Peter Nemere Tom Barber Adrian Galvin Ryan Stonebraker S.\u00a0Michael Fedell Austin\u00a0P. Wright David\u00a0O. Flannery Michael\u00a0M. Tice Yang Liu W.\u00a0Timothy Elam Christopher\u00a0M. Heirwegh Abigail\u00a0A. Allwood Joel\u00a0A. Hurowitz Morgan Cable and Scott Davidoff. 2021. PIXLISE Application. https:\/\/www.pixlise.org\/"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.7539750"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2317956.2318008"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3439950"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.278.5344.1771"},{"key":"e_1_3_2_1_37_1","volume-title":"Silica deposits on Mars with features resembling hot spring biosignatures at El Tatio in Chile. Nature Communications 7, 1 (17","author":"Ruff W.","year":"2016","unstructured":"Steven\u00a0W. Ruff and Jack\u00a0D. Farmer. 2016. Silica deposits on Mars with features resembling hot spring biosignatures at El Tatio in Chile. Nature Communications 7, 1 (17 Nov 2016), 13554."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1080\/15710880701875068"},{"key":"e_1_3_2_1_39_1","volume-title":"Proceedings of the 2019 Astrobiology Science Conference (AbSciCon).","author":"Schurman David","year":"2019","unstructured":"David Schurman, Pooja Nair, Scott Davidoff, Adrian Galvin, Abigail Allwood, Yang Liu, David Flannery, Robert\u00a0P. Hodyss, Santiago\u00a0V. Lombeyda, Maggie Hendrie, Hillary Mushkin, and Christopher\u00a0P. Heirwegh. 2019. PIXELATE: Novel visualization and computational methods for the analysis of astrobiological spectroscopy data. Proceedings of the 2019 Astrobiology Science Conference (AbSciCon)."},{"key":"e_1_3_2_1_40_1","volume-title":"The probable error of a mean. Biometrika","year":"1908","unstructured":"Student. 1908. The probable error of a mean. Biometrika (1908), 1\u201325."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.abp9084"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1002\/xrs.2681"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539074"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"crossref","unstructured":"Dennis Wixon Karen Holtzblatt and Stephen Knox. 1990. Contextual design: an emergent view of system design. In CHI. 329\u2013336.","DOI":"10.1145\/97243.97304"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","unstructured":"Austin\u00a0P. Wright Peter Nemere Ryan Stonebraker Adrian Galvin and Scott Davidoff. 2022. pixlise\/diffraction-peak-detection: 2.0 open source migration release. https:\/\/doi.org\/10.5281\/zenodo.6959138","DOI":"10.5281\/zenodo.6959138"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300415"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376301"},{"key":"e_1_3_2_1_48_1","volume-title":"ACM Conference on Human Factors in computing systems Workshop on Human-Computer Interaction for Space Exploration (Honolulu, HI, USA) (SpaceCHI","author":"Ye Constance","year":"2021","unstructured":"Constance Ye, Lukas Hermann, Shravya Bhat, Nur Yildirim, Dominik Moritz, and Scott Davidoff. 2021. PIXLISE-C: Exploring The Data Analysis Needs of NASA Scientists for Mineral Identification. In ACM Conference on Human Factors in computing systems Workshop on Human-Computer Interaction for Space Exploration (Honolulu, HI, USA) (SpaceCHI 2021). Association for Computing Machinery, New York, NY, USA, 5\u00a0pages."}],"event":{"name":"IUI '23: 28th International Conference on Intelligent User Interfaces","location":"Sydney NSW Australia","acronym":"IUI '23","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 28th International Conference on Intelligent User Interfaces"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3581641.3584036","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3581641.3584036","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:36:20Z","timestamp":1750178180000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3581641.3584036"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,27]]},"references-count":47,"alternative-id":["10.1145\/3581641.3584036","10.1145\/3581641"],"URL":"https:\/\/doi.org\/10.1145\/3581641.3584036","relation":{},"subject":[],"published":{"date-parts":[[2023,3,27]]},"assertion":[{"value":"2023-03-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}