{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T22:31:34Z","timestamp":1758925894702,"version":"3.40.3"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031724367"},{"type":"electronic","value":"9783031724374"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-72437-4_8","type":"book-chapter","created":{"date-parts":[[2024,9,25]],"date-time":"2024-09-25T20:41:19Z","timestamp":1727296879000},"page":"127-143","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Mapping Techniques for\u00a0an\u00a0Automated Library Classification: The Case Study of\u00a0Library Loans at\u00a0Bibliotheca Hertziana"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-5571-5036","authenticated-orcid":false,"given":"Hannah Laureen","family":"Casey","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9272-908X","authenticated-orcid":false,"given":"Alessandro","family":"Adamou","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1405-7062","authenticated-orcid":false,"given":"Dario","family":"Rodighiero","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,9,26]]},"reference":[{"key":"8_CR1","unstructured":"Bibliotheca Hertziana: Italy in a Global Context (2018). https:\/\/www.biblhertz.it\/en\/dept-weddigen\/global-context"},{"key":"8_CR2","unstructured":"Bowker, G.C., Star, S.L.: Sorting Things Out: Classification and Its Consequences. Inside Technology. MIT Press, Cambridge (2008). 1. paperback ed., 8. print edn"},{"key":"8_CR3","doi-asserted-by":"publisher","unstructured":"Boyack, K.W., Klavans, R., B\u00f6rner, K.: Mapping the backbone of science. Scientometrics 64(3), 351\u2013374 (2005). https:\/\/doi.org\/10.1007\/s11192-005-0255-6. http:\/\/link.springer.com\/10.1007\/s11192-005-0255-6","DOI":"10.1007\/s11192-005-0255-6"},{"key":"8_CR4","volume-title":"Atlas of Knowledge: Anyone Can Map","author":"K B\u00f6rner","year":"2015","unstructured":"B\u00f6rner, K.: Atlas of Knowledge: Anyone Can Map. MIT Press, Cambridge (2015)"},{"key":"8_CR5","doi-asserted-by":"publisher","unstructured":"B\u00f6rner, K., Chen, C., Boyack, K.W.: Visualizing knowledge domains. Ann. Rev. Inf. Sci. Technol. 37(1), 179\u2013255 (2003). https:\/\/doi.org\/10.1002\/aris.1440370106. https:\/\/onlinelibrary.wiley.com\/doi\/abs\/10.1002\/aris.1440370106","DOI":"10.1002\/aris.1440370106"},{"key":"8_CR6","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1007\/978-3-642-37456-2_14","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"RJGB Campello","year":"2013","unstructured":"Campello, R.J.G.B., Moulavi, D., Sander, J.: Density-based clustering based on hierarchical density estimates. In: Pei, J., Tseng, V.S., Cao, L., Motoda, H., Xu, G. (eds.) PAKDD 2013. LNCS (LNAI), vol. 7819, pp. 160\u2013172. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-37456-2_14"},{"key":"8_CR7","doi-asserted-by":"publisher","unstructured":"Casey, H.L.: Mapping Bibliotheca Hertziana. Master\u2019s thesis, EPFL, April 2024. https:\/\/doi.org\/10.5281\/ZENODO.11056129. https:\/\/zenodo.org\/doi\/10.5281\/zenodo.11056129","DOI":"10.5281\/ZENODO.11056129"},{"key":"8_CR8","doi-asserted-by":"publisher","unstructured":"Chari, T., Pachter, L.: The specious art of single-cell genomics. PLOS Comput. Biol. 19(8), e1011288 (2023). https:\/\/doi.org\/10.1371\/journal.pcbi.1011288. https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1011288","DOI":"10.1371\/journal.pcbi.1011288"},{"key":"8_CR9","doi-asserted-by":"publisher","unstructured":"Chen, C.: Science mapping: a systematic review of the literature. J. Data Inf. Sci. 2(2), 1\u201340 (2017). https:\/\/doi.org\/10.1515\/jdis-2017-0006. https:\/\/www.sciendo.com\/article\/10.1515\/jdis-2017-0006","DOI":"10.1515\/jdis-2017-0006"},{"key":"8_CR10","doi-asserted-by":"publisher","unstructured":"Glinka, K., Pietsch, C., Dilba, C., D\u00f6rk, M.: Linking structure, texture and context in a visualization of historical drawings by Frederick William IV (1795-1861). Int. J. Digit. Art History (2) (2016). https:\/\/doi.org\/10.11588\/dah.2016.2.33530. https:\/\/journals.ub.uni-heidelberg.de\/index.php\/dah\/article\/view\/33530, number: 2","DOI":"10.11588\/dah.2016.2.33530"},{"key":"8_CR11","volume-title":"Visual Complexity: Mapping Patterns of Information","author":"M Lima","year":"2011","unstructured":"Lima, M.: Visual Complexity: Mapping Patterns of Information. Princeton Architectural Press, New York (2011)"},{"key":"8_CR12","doi-asserted-by":"publisher","unstructured":"Mauri, M., Elli, T., Caviglia, G., Uboldi, G., Azzi, M.: RAWGraphs: a visualisation platform to create open outputs. In: Proceedings of the 12th Biannual Conference on Italian SIGCHI Chapter, Cagliari, Italy, pp.\u00a01\u20135. ACM, September 2017. https:\/\/doi.org\/10.1145\/3125571.3125585. https:\/\/dl.acm.org\/doi\/10.1145\/3125571.3125585","DOI":"10.1145\/3125571.3125585"},{"key":"8_CR13","unstructured":"McInnes, L., Healy, J., Astels, S.: How HDBSCAN Works \u2014 HDBSCAN 0.8.1 documentation (2016). https:\/\/hdbscan.readthedocs.io\/en\/latest\/how_hdbscan_works.html"},{"key":"8_CR14","doi-asserted-by":"publisher","unstructured":"McInnes, L., Healy, J., Astels, S.: HDBSCAN: hierarchical density based clustering. J. Open Source Softw. 2(11), 205 (2017). https:\/\/doi.org\/10.21105\/joss.00205. https:\/\/joss.theoj.org\/papers\/10.21105\/joss.00205","DOI":"10.21105\/joss.00205"},{"key":"8_CR15","doi-asserted-by":"publisher","unstructured":"McInnes, L., Healy, J., Melville, J.: UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction (2018). https:\/\/doi.org\/10.48550\/ARXIV.1802.03426. https:\/\/arxiv.org\/abs\/1802.03426. Publisher: arXiv Version Number: 3","DOI":"10.48550\/ARXIV.1802.03426"},{"key":"8_CR16","unstructured":"NLTK Project: NLTK: Natural Language Toolkit (2023). https:\/\/www.nltk.org\/"},{"key":"8_CR17","doi-asserted-by":"crossref","unstructured":"Noichl, M.: How localized are computational templates? A machine learning approach. Synthese 201(3), 107 (2023). https:\/\/doi.org\/10.1007\/s11229-023-04057-x","DOI":"10.1007\/s11229-023-04057-x"},{"key":"8_CR18","unstructured":"OpenAI: OpenAI API (2020). https:\/\/openai.com\/blog\/openai-api"},{"key":"8_CR19","unstructured":"Petrovich, E.: Science mapping. Encyclopedia of knowledge organization (2020). https:\/\/www.isko.org\/cyclo\/science_mapping"},{"key":"8_CR20","doi-asserted-by":"publisher","unstructured":"Picca, D., Schnyder, A., Kostina, E., Adamou, A., Rodighiero, D., Schnapp, J.: Orchestrating cultural heritage: exploring the automated analysis and organization of Charles S. Peirce\u2019s PAP manuscript. In: Proceedings of the 34th ACM Conference on Hypertext and Social Media, Rome, Italy, pp.\u00a01\u20134. ACM, September 2023. https:\/\/doi.org\/10.1145\/3603163.3609066. https:\/\/dl.acm.org\/doi\/10.1145\/3603163.3609066","DOI":"10.1145\/3603163.3609066"},{"key":"8_CR21","unstructured":"Pietsch, C.: cpietsch\/smb-vis (2020). https:\/\/github.com\/cpietsch\/smb-vis. Accessed 29 Aug 2020 T17:04:11Z"},{"key":"8_CR22","unstructured":"RNDR: Oracle (2022). https:\/\/rndr.studio\/projects\/oracle"},{"key":"8_CR23","unstructured":"Rodighiero, D.: Mapping Affinities: Democratizing Data Visualization. M\u00e9tis Presses (2021). https:\/\/dash.harvard.edu\/handle\/1\/37368046. Accepted 28 June 2021 T15:35:34Z"},{"key":"8_CR24","doi-asserted-by":"publisher","unstructured":"Rodighiero, D., Cellard, L.: Self-recognition in data visualization: how individuals see themselves in visual representations. EspacesTemps.net: Electron. J. Humanit. Soc. Sci. (2019). https:\/\/doi.org\/10.26151\/espacestemps.net-wztp-cc46. https:\/\/www.espacestemps.net\/en\/articles\/self-recognition-in-data-visualization\/","DOI":"10.26151\/espacestemps.net-wztp-cc46"},{"key":"8_CR25","doi-asserted-by":"publisher","unstructured":"Schmidt, B.: Stable random projection: lightweight, general-purpose dimensionality reduction for digitized libraries. J. Cult. Anal. (2018). https:\/\/doi.org\/10.22148\/16.025","DOI":"10.22148\/16.025"},{"key":"8_CR26","unstructured":"Schnapp, J.T., Battles, M.: The Library Beyond the Book. metaLABprojects. Harvard University Press, Cambridge (2014)"},{"key":"8_CR27","doi-asserted-by":"crossref","unstructured":"Stafford, B.M.: Reconceiving the Warburg library as a working museum of the mind. Common Knowl. 18(1), 180\u2013187 (2012). https:\/\/doi.org\/10\/fx8pk4","DOI":"10.1215\/0961754X-1456971"},{"key":"8_CR28","unstructured":"Stanislav, G.: pdfkit: Wkhtmltopdf python wrapper to convert HTML to PDF using the webkit rendering engine and QT (2021)"},{"key":"8_CR29","unstructured":"Svenonius, E.: The Intellectual Foundation of Information Organization. Digital Libraries and Electronic Publishing. MIT Press, Cambridge (2000)"},{"key":"8_CR30","doi-asserted-by":"publisher","unstructured":"The Matplotlib Development Team: Matplotlib: Visualization with Python, April 2024. https:\/\/doi.org\/10.5281\/ZENODO.592536. https:\/\/zenodo.org\/doi\/10.5281\/zenodo.592536","DOI":"10.5281\/ZENODO.592536"},{"key":"8_CR31","doi-asserted-by":"publisher","unstructured":"Wilders, C.: Predicting the role of library bookshelves in 2025. J. Acad. Libr. 43(5), 384\u2013391 (2017). https:\/\/doi.org\/10.1016\/j.acalib.2017.06.019. https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0099133317301234","DOI":"10.1016\/j.acalib.2017.06.019"}],"container-title":["Lecture Notes in Computer Science","Linking Theory and Practice of Digital Libraries"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-72437-4_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,15]],"date-time":"2024-11-15T05:03:08Z","timestamp":1731646988000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-72437-4_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031724367","9783031724374"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-72437-4_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"26 September 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"TPDL","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Theory and Practice of Digital Libraries","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ljubljana","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Slovenia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 September 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"tpdl2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/tpdl2024.nuk.si\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}