{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T04:13:29Z","timestamp":1784002409796,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":42,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,9,22]],"date-time":"2023-09-22T00:00:00Z","timestamp":1695340800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nd\/4.0\/"}],"funder":[{"name":"European Union?s Horizon 2020","award":["810961"],"award-info":[{"award-number":["810961"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,9,22]]},"DOI":"10.1145\/3615522.3615546","type":"proceedings-article","created":{"date-parts":[[2023,10,20]],"date-time":"2023-10-20T18:06:54Z","timestamp":1697825214000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Collection Space Navigator: An Interactive Visualization Interface for Multidimensional Datasets"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3164-4661","authenticated-orcid":false,"given":"Tillmann","family":"Ohm","sequence":"first","affiliation":[{"name":"School of Digital Technologies, Tallinn University, Estonia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5986-3239","authenticated-orcid":false,"given":"Mar","family":"Canet Sola","sequence":"additional","affiliation":[{"name":"Baltic Film, Media and Arts School, Tallinn University, Estonia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2445-5072","authenticated-orcid":false,"given":"Andres","family":"Karjus","sequence":"additional","affiliation":[{"name":"School of Humanities, Tallinn University, Estonia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6753-7334","authenticated-orcid":false,"given":"Maximilian","family":"Schich","sequence":"additional","affiliation":[{"name":"Baltic Film, Media and Arts School, Tallinn University, Estonia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,10,20]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/259963.260431"},{"key":"e_1_3_2_1_2_1","volume-title":"TriMap: Large-scale dimensionality reduction using triplets. arXiv preprint arXiv:1910.00204","author":"Amid Ehsan","year":"2019","unstructured":"Ehsan Amid and Manfred\u00a0 K Warmuth . 2019. TriMap: Large-scale dimensionality reduction using triplets. arXiv preprint arXiv:1910.00204 ( 2019 ). Ehsan Amid and Manfred\u00a0K Warmuth. 2019. TriMap: Large-scale dimensionality reduction using triplets. arXiv preprint arXiv:1910.00204 (2019)."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v3i1.13937"},{"key":"e_1_3_2_1_4_1","unstructured":"Heinrich Karl\u00a0Wilhelm Berghaus. 1845. Physikalischer Atlas oder Sammlung von Karten: auf denen die haupts\u00e4chlichen Erscheinungen der anorganischen und organischen Natur nach ihrer geographischen Verbreitung und Vertheilung bildblich dargestellt sind. Text. Vol.\u00a01. Justus Perthes.  Heinrich Karl\u00a0Wilhelm Berghaus. 1845. Physikalischer Atlas oder Sammlung von Karten: auf denen die haupts\u00e4chlichen Erscheinungen der anorganischen und organischen Natur nach ihrer geographischen Verbreitung und Vertheilung bildblich dargestellt sind. Text. Vol.\u00a01. Justus Perthes."},{"key":"e_1_3_2_1_5_1","unstructured":"Jacques Bertin. 2010. Semiology of graphics: Diagrams networks maps.  Jacques Bertin. 2010. Semiology of graphics: Diagrams networks maps."},{"key":"e_1_3_2_1_6_1","first-page":"1","article-title":"Attraction-repulsion spectrum in neighbor embeddings","volume":"23","author":"B\u00f6hm Jan\u00a0Niklas","year":"2022","unstructured":"Jan\u00a0Niklas B\u00f6hm , Philipp Berens , and Dmitry Kobak . 2022 . Attraction-repulsion spectrum in neighbor embeddings . Journal of Machine Learning Research 23 , 95 (2022), 1 \u2013 32 . Jan\u00a0Niklas B\u00f6hm, Philipp Berens, and Dmitry Kobak. 2022. Attraction-repulsion spectrum in neighbor embeddings. Journal of Machine Learning Research 23, 95 (2022), 1\u201332.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_7_1","volume-title":"An interactive UMAP visualization of the MNIST data set. https:\/\/github.com\/GrantCuster\/umap-explorer. [Online","author":"Custer Grant","year":"2023","unstructured":"Grant Custer . 2020. An interactive UMAP visualization of the MNIST data set. https:\/\/github.com\/GrantCuster\/umap-explorer. [Online ; accessed 10- May - 2023 ]. Grant Custer. 2020. An interactive UMAP visualization of the MNIST data set. https:\/\/github.com\/GrantCuster\/umap-explorer. [Online; accessed 10-May-2023]."},{"key":"e_1_3_2_1_8_1","volume-title":"Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)."},{"key":"e_1_3_2_1_9_1","volume-title":"t-SNE Map. https:\/\/experiments.withgoogle.com\/t-sne-map. [Online","author":"Diagne Cyril","year":"2022","unstructured":"Cyril Diagne , Nicolas Barradeau , and Simon Doury . 2018. t-SNE Map. https:\/\/experiments.withgoogle.com\/t-sne-map. [Online ; accessed 19- July - 2022 ]. Cyril Diagne, Nicolas Barradeau, and Simon Doury. 2018. t-SNE Map. https:\/\/experiments.withgoogle.com\/t-sne-map. [Online; accessed 19-July-2022]."},{"key":"e_1_3_2_1_10_1","volume-title":"https:\/\/github.com\/YaleDHLab\/pix-plot. [Online","author":"Duhaime Douglas","year":"2022","unstructured":"Douglas Duhaime . 2017. PixPlot. https:\/\/github.com\/YaleDHLab\/pix-plot. [Online ; accessed 19- July - 2022 ]. Douglas Duhaime. 2017. PixPlot. https:\/\/github.com\/YaleDHLab\/pix-plot. [Online; accessed 19-July-2022]."},{"key":"e_1_3_2_1_11_1","volume-title":"Past Visions and Reconciling Views: Visualizing Time, Texture and Themes in Cultural Collections.DHQ: Digital Humanities Quarterly2","author":"Glinka Katrin","year":"2017","unstructured":"Katrin Glinka , Christopher Pietsch , and Marian D\u00f6rk . 2017. Past Visions and Reconciling Views: Visualizing Time, Texture and Themes in Cultural Collections.DHQ: Digital Humanities Quarterly2 ( 2017 ). Katrin Glinka, Christopher Pietsch, and Marian D\u00f6rk. 2017. Past Visions and Reconciling Views: Visualizing Time, Texture and Themes in Cultural Collections.DHQ: Digital Humanities Quarterly2 (2017)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"Zeyang Huang Daniel Witschard Kostiantyn Kucher and Andreas Kerren. 2023. VA+ Embeddings STAR: A State-of-the-Art Report on the Use of Embeddings in Visual Analytics. In COMPUTER GRAPHICS forum Vol.\u00a042.  Zeyang Huang Daniel Witschard Kostiantyn Kucher and Andreas Kerren. 2023. VA+ Embeddings STAR: A State-of-the-Art Report on the Use of Embeddings in Visual Analytics. In COMPUTER GRAPHICS forum Vol.\u00a042.","DOI":"10.1111\/cgf.14859"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-023-00397-3"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58558-7_29"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"e_1_3_2_1_17_1","unstructured":"Cloudera Fast\u00a0Forward Labs. 2019. Active Learner prototype. https:\/\/activelearner.fastforwardlabs.com.  Cloudera Fast\u00a0Forward Labs. 2019. Active Learner prototype. https:\/\/activelearner.fastforwardlabs.com."},{"key":"e_1_3_2_1_18_1","first-page":"117","article-title":"Viziometrics: Analyzing visual information in the scientific literature","volume":"4","author":"West D","year":"2017","unstructured":"Po-shen Lee, Jevin\u00a0 D West , and Bill Howe . 2017 . Viziometrics: Analyzing visual information in the scientific literature . IEEE Transactions on Big Data 4 , 1 (2017), 117 \u2013 129 . Po-shen Lee, Jevin\u00a0D West, and Bill Howe. 2017. Viziometrics: Analyzing visual information in the scientific literature. IEEE Transactions on Big Data 4, 1 (2017), 117\u2013129.","journal-title":"IEEE Transactions on Big Data"},{"key":"e_1_3_2_1_19_1","volume-title":"How to compare one million images? In Understanding digital humanities","author":"Manovich Lev","unstructured":"Lev Manovich . 2012. How to compare one million images? In Understanding digital humanities . Springer , 249\u2013278. Lev Manovich. 2012. How to compare one million images? In Understanding digital humanities. Springer, 249\u2013278."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1002\/9781444361506.wbiems144"},{"key":"e_1_3_2_1_21_1","volume-title":"The Selfiexploratory. https:\/\/selfiecity.net\/selfiexploratory\/. [Online","author":"Manovich Lev","year":"2022","unstructured":"Lev Manovich , Moritz Stefaner , Mehrdad Yazdani , Dominikus Baur , Daniel Goddmeyer , Alise Tifentale , Nadav Hochman , and Jay Chow . 2015. The Selfiexploratory. https:\/\/selfiecity.net\/selfiexploratory\/. [Online ; accessed 19- Dec- 2022 ]. Lev Manovich, Moritz Stefaner, Mehrdad Yazdani, Dominikus Baur, Daniel Goddmeyer, Alise Tifentale, Nadav Hochman, and Jay Chow. 2015. The Selfiexploratory. https:\/\/selfiecity.net\/selfiexploratory\/. [Online; accessed 19-Dec-2022]."},{"key":"e_1_3_2_1_22_1","volume-title":"Umap: Uniform manifold approximation and projection for dimension reduction. arXiv preprint arXiv:1802.03426","author":"McInnes Leland","year":"2018","unstructured":"Leland McInnes , John Healy , and James Melville . 2018 . Umap: Uniform manifold approximation and projection for dimension reduction. arXiv preprint arXiv:1802.03426 (2018). Leland McInnes, John Healy, and James Melville. 2018. Umap: Uniform manifold approximation and projection for dimension reduction. arXiv preprint arXiv:1802.03426 (2018)."},{"key":"e_1_3_2_1_23_1","volume-title":"La nuova topografia di Roma","author":"Nolli Giambattista","unstructured":"Giambattista Nolli . 1748. La nuova topografia di Roma . Rome . Giambattista Nolli. 1748. La nuova topografia di Roma. Rome."},{"key":"e_1_3_2_1_24_1","volume-title":"On lines and planes of closest fit to systems of points in space. The London, Edinburgh, and Dublin philosophical magazine and journal of science 2, 11","author":"Pearson Karl","year":"1901","unstructured":"Karl Pearson . 1901. LIII. On lines and planes of closest fit to systems of points in space. The London, Edinburgh, and Dublin philosophical magazine and journal of science 2, 11 ( 1901 ), 559\u2013572. Karl Pearson. 1901. LIII. On lines and planes of closest fit to systems of points in space. The London, Edinburgh, and Dublin philosophical magazine and journal of science 2, 11 (1901), 559\u2013572."},{"key":"e_1_3_2_1_25_1","volume-title":"https:\/\/github.com\/cpietsch\/vikus-viewer. [Online","author":"Pietsch Christopher","year":"2022","unstructured":"Christopher Pietsch . 2017. VIKUS Viewer . https:\/\/github.com\/cpietsch\/vikus-viewer. [Online ; accessed 19- July - 2022 ]. Christopher Pietsch. 2017. VIKUS Viewer. https:\/\/github.com\/cpietsch\/vikus-viewer. [Online; accessed 19-July-2022]."},{"key":"e_1_3_2_1_26_1","volume-title":"Visuelle Exploration Zweier Musealer Sammlungen. https:\/\/visualisierung.smb.museum. [Online","author":"Pietsch Christopher","year":"2022","unstructured":"Christopher Pietsch , Viktoria Br\u00fcggemann , Mark-Jan Bludau , and Marian D\u00f6rk . 2020. Visuelle Exploration Zweier Musealer Sammlungen. https:\/\/visualisierung.smb.museum. [Online ; accessed 19- July - 2022 ]. Christopher Pietsch, Viktoria Br\u00fcggemann, Mark-Jan Bludau, and Marian D\u00f6rk. 2020. Visuelle Exploration Zweier Musealer Sammlungen. https:\/\/visualisierung.smb.museum. [Online; accessed 19-July-2022]."},{"key":"e_1_3_2_1_27_1","volume-title":"International Conference on Machine Learning. PMLR, 8748\u20138763","author":"Radford Alec","year":"2021","unstructured":"Alec Radford , Jong\u00a0Wook Kim , Chris Hallacy , Aditya Ramesh , Gabriel Goh , Sandhini Agarwal , Girish Sastry , Amanda Askell , Pamela Mishkin , Jack Clark , 2021 . Learning transferable visual models from natural language supervision . In International Conference on Machine Learning. PMLR, 8748\u20138763 . Alec Radford, Jong\u00a0Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, 2021. Learning transferable visual models from natural language supervision. In International Conference on Machine Learning. PMLR, 8748\u20138763."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2018.7511066"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"e_1_3_2_1_30_1","volume-title":"Thinking outside the 10-dimensional box. https:\/\/www.youtube.com\/watch?v=zwAD6dRSVyI. [Online","author":"Sanderson Grant","year":"2002","unstructured":"Grant Sanderson . 2017. Thinking outside the 10-dimensional box. https:\/\/www.youtube.com\/watch?v=zwAD6dRSVyI. [Online ; accessed 19- December - 2002 2]. Grant Sanderson. 2017. Thinking outside the 10-dimensional box. https:\/\/www.youtube.com\/watch?v=zwAD6dRSVyI. [Online; accessed 19-December-20022]."},{"key":"e_1_3_2_1_31_1","volume-title":"Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome research 13, 11","author":"Shannon Paul","year":"2003","unstructured":"Paul Shannon , Andrew Markiel , Owen Ozier , Nitin\u00a0 S Baliga , Jonathan\u00a0 T Wang , Daniel Ramage , Nada Amin , Benno Schwikowski , and Trey Ideker . 2003. Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome research 13, 11 ( 2003 ), 2498\u20132504. Paul Shannon, Andrew Markiel, Owen Ozier, Nitin\u00a0S Baliga, Jonathan\u00a0T Wang, Daniel Ramage, Nada Amin, Benno Schwikowski, and Trey Ideker. 2003. Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome research 13, 11 (2003), 2498\u20132504."},{"key":"e_1_3_2_1_32_1","volume-title":"https:\/\/github.com\/filipinascimento\/helios-web. [Online","author":"Silva Filipi\u00a0Nascimento","year":"2023","unstructured":"Filipi\u00a0Nascimento Silva . 2023. Helios Web . https:\/\/github.com\/filipinascimento\/helios-web. [Online ; accessed 10- July - 2023 ]. Filipi\u00a0Nascimento Silva. 2023. Helios Web. https:\/\/github.com\/filipinascimento\/helios-web. [Online; accessed 10-July-2023]."},{"key":"e_1_3_2_1_33_1","volume-title":"Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556","author":"Simonyan Karen","year":"2014","unstructured":"Karen Simonyan and Andrew Zisserman . 2014. Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556 ( 2014 ). Karen Simonyan and Andrew Zisserman. 2014. Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556 (2014)."},{"key":"e_1_3_2_1_34_1","volume-title":"Embedding projector: Interactive visualization and interpretation of embeddings. arXiv preprint arXiv:1611.05469","author":"Smilkov Daniel","year":"2016","unstructured":"Daniel Smilkov , Nikhil Thorat , Charles Nicholson , Emily Reif , Fernanda\u00a0 B Vi\u00e9gas , and Martin Wattenberg . 2016. Embedding projector: Interactive visualization and interpretation of embeddings. arXiv preprint arXiv:1611.05469 ( 2016 ). Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda\u00a0B Vi\u00e9gas, and Martin Wattenberg. 2016. Embedding projector: Interactive visualization and interpretation of embeddings. arXiv preprint arXiv:1611.05469 (2016)."},{"key":"e_1_3_2_1_35_1","volume-title":"International Conference on Machine Learning. PMLR, 2256\u20132265","author":"Sohl-Dickstein Jascha","year":"2015","unstructured":"Jascha Sohl-Dickstein , Eric Weiss , Niru Maheswaranathan , and Surya Ganguli . 2015 . Deep unsupervised learning using nonequilibrium thermodynamics . In International Conference on Machine Learning. PMLR, 2256\u20132265 . Jascha Sohl-Dickstein, Eric Weiss, Niru Maheswaranathan, and Surya Ganguli. 2015. Deep unsupervised learning using nonequilibrium thermodynamics. In International Conference on Machine Learning. PMLR, 2256\u20132265."},{"key":"e_1_3_2_1_36_1","volume-title":"Quantifying collection lag in European modern and contemporary art museums. arXiv preprint arXiv:2305.14159","author":"Sol\u00e0 Mar\u00a0Canet","year":"2023","unstructured":"Mar\u00a0Canet Sol\u00e0 , Antonina Korepanova , Ksenia Mukhina , and Maximilian Schich . 2023. Quantifying collection lag in European modern and contemporary art museums. arXiv preprint arXiv:2305.14159 ( 2023 ). Mar\u00a0Canet Sol\u00e0, Antonina Korepanova, Ksenia Mukhina, and Maximilian Schich. 2023. Quantifying collection lag in European modern and contemporary art museums. arXiv preprint arXiv:2305.14159 (2023)."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883041"},{"key":"e_1_3_2_1_38_1","volume-title":"Visualizing data using t-SNE.Journal of machine learning research 9, 11","author":"Maaten Laurens Van\u00a0der","year":"2008","unstructured":"Laurens Van\u00a0der Maaten and Geoffrey Hinton . 2008. Visualizing data using t-SNE.Journal of machine learning research 9, 11 ( 2008 ). Laurens Van\u00a0der Maaten and Geoffrey Hinton. 2008. Visualizing data using t-SNE.Journal of machine learning research 9, 11 (2008)."},{"key":"e_1_3_2_1_39_1","unstructured":"Bret Victor. 2011. Scientific communication as sequential art. http:\/\/worrydream.com\/ScientificCommunicationAsSequentialArt. [Online; accessed 10-May-2023].  Bret Victor. 2011. Scientific communication as sequential art. http:\/\/worrydream.com\/ScientificCommunicationAsSequentialArt. [Online; accessed 10-May-2023]."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/133160.133216"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3044573"},{"key":"e_1_3_2_1_42_1","volume-title":"Visualizing an Art Collection.http:\/\/auduno.github.io\/2018\/10\/27\/visualizing-an-art-collection\/index.html. [Online","author":"\u00d8ygard M.","year":"2022","unstructured":"Audun\u00a0 M. \u00d8ygard . 2017. Visualizing an Art Collection.http:\/\/auduno.github.io\/2018\/10\/27\/visualizing-an-art-collection\/index.html. [Online ; accessed 19- July - 2022 ]. Audun\u00a0M. \u00d8ygard. 2017. Visualizing an Art Collection.http:\/\/auduno.github.io\/2018\/10\/27\/visualizing-an-art-collection\/index.html. [Online; accessed 19-July-2022]."}],"event":{"name":"VINCI 2023: The 16th International Symposium on Visual Information Communication and Interaction","location":"Guangzhou China","acronym":"VINCI 2023"},"container-title":["Proceedings of the 16th International Symposium on Visual Information Communication and Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3615522.3615546","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3615522.3615546","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:45:46Z","timestamp":1750178746000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3615522.3615546"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,22]]},"references-count":42,"alternative-id":["10.1145\/3615522.3615546","10.1145\/3615522"],"URL":"https:\/\/doi.org\/10.1145\/3615522.3615546","relation":{},"subject":[],"published":{"date-parts":[[2023,9,22]]},"assertion":[{"value":"2023-10-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}