{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T16:49:24Z","timestamp":1771606164959,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":48,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,3,22]],"date-time":"2021-03-22T00:00:00Z","timestamp":1616371200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Centre-Val de Loire region"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,3,22]]},"DOI":"10.1145\/3412841.3441920","type":"proceedings-article","created":{"date-parts":[[2021,4,23]],"date-time":"2021-04-23T05:10:24Z","timestamp":1619154624000},"page":"384-391","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Clustering sequences of multi-dimensional sets of semantic elements"],"prefix":"10.1145","author":[{"given":"Clement","family":"Moreau","sequence":"first","affiliation":[{"name":"University of Tours, Blois, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexandre","family":"Chanson","sequence":"additional","affiliation":[{"name":"University of Tours, Blois, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ver\u00f3nika","family":"Peralta","sequence":"additional","affiliation":[{"name":"University of Tours, Blois, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Devogele","sequence":"additional","affiliation":[{"name":"University of Tours, Blois, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cyril","family":"de Runz","sequence":"additional","affiliation":[{"name":"University of Tours, Blois, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,4,22]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Tripadvisor.","year":"2016","unstructured":"Tripbarometer 2016 - traveler trends & motivations global findings. Technical report, Tripadvisor., 2016."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1177\/0049124100029001001"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/1341012.1341041"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/304181.304187"},{"key":"e_1_3_2_1_5_1","first-page":"359","volume-title":"KDD workshop","volume":"10","author":"Berndt D. J.","year":"1994","unstructured":"D. J. Berndt and J. Clifford. Using dynamic time warping to find patterns in time series. In KDD workshop, volume 10, pages 359--370. Seattle, WA, USA:, 1994."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1111\/tgis.12011"},{"key":"e_1_3_2_1_7_1","first-page":"757","volume-title":"Proceedings of the 16th International Conference on World Wide Web","author":"Bollegala D.","year":"2007","unstructured":"D. Bollegala, Y. Matsuo, and M. Ishizuka. Measuring semantic similarity between words using web search engines. In Proceedings of the 16th International Conference on World Wide Web, pages 757--766, New York, NY, USA, 2007."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/WETICE.2016.66"},{"issue":"5","key":"e_1_3_2_1_9_1","first-page":"823","article-title":"Anomaly detection for discrete sequences: A survey","volume":"24","author":"Chandola V.","year":"2010","unstructured":"V. Chandola, A. Banerjee, and V. Kumar. Anomaly detection for discrete sequences: A survey. KDE, 24(5):823--839, 2010.","journal-title":"KDE"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2007.48"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864770"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-52844-0"},{"key":"e_1_3_2_1_13_1","first-page":"226","volume-title":"Kdd","volume":"96","author":"Ester M.","year":"1996","unstructured":"M. Ester, H.-P. Kriegel, J. Sander, X. Xu, et al. A density-based algorithm for discovering clusters in large spatial databases with noise. In Kdd, volume 96, pages 226--231, 1996."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2015.07.010"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1111\/tgis.12156"},{"key":"e_1_3_2_1_16_1","volume-title":"Mobile recommender systems in tourism. Journal of network and computer applications, 39:319--333","author":"Gavalas D.","year":"2014","unstructured":"D. Gavalas, C. Konstantopoulos, K. Mastakas, and G. Pantziou. Mobile recommender systems in tourism. Journal of network and computer applications, 39:319--333, 2014."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature06958"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-003-0100-6"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/360825.360861"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.3233\/SW-160247"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-012-0264-z"},{"key":"e_1_3_2_1_22_1","volume-title":"Finding Groups in Data: An Introduction to Cluster Analysis","author":"Kaufman L.","year":"2009","unstructured":"L. Kaufman and P. Rousseeuw. Finding Groups in Data: An Introduction to Cluster Analysis. 2009."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7287.003.0018"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2019.1605074"},{"key":"e_1_3_2_1_25_1","volume-title":"Binary codes capable of correcting deletions, insertions, and reversals. Soviet physics doklady, 10(8):707--710","author":"Levenshtein V. I.","year":"1966","unstructured":"V. I. Levenshtein. Binary codes capable of correcting deletions, insertions, and reversals. Soviet physics doklady, 10(8):707--710, 1966."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2003.1209005"},{"key":"e_1_3_2_1_27_1","first-page":"296","volume-title":"International Conference on Machine Learning","volume":"98","author":"Lin D.","year":"1998","unstructured":"D. Lin et al. An information-theoretic definition of similarity. In International Conference on Machine Learning, volume 98, pages 296--304, 1998."},{"key":"e_1_3_2_1_28_1","volume-title":"v. d. Maaten and G. Hinton. Visualizing data using t-sne. Journal of machine learning research, 9:2579--2605","author":"L.","year":"2008","unstructured":"L. v. d. Maaten and G. Hinton. Visualizing data using t-sne. Journal of machine learning research, 9:2579--2605, 2008."},{"key":"e_1_3_2_1_29_1","first-page":"281","volume-title":"Proc. 5th Berkeley Symp. on Math. Statist. and Prob.","volume":"1","author":"MacQueen J.","year":"1967","unstructured":"J. MacQueen. Some methods for classification and analysis of multivariate observations. In Proc. 5th Berkeley Symp. on Math. Statist. and Prob., volume 1, pages 281--297, 1967."},{"key":"e_1_3_2_1_30_1","volume-title":"Umap: Uniform manifold approximation and projection for dimension reduction. arXiv preprint arXiv:1802.03426","author":"McInnes L.","year":"2018","unstructured":"L. McInnes, J. Healy, and J. Melville. Umap: Uniform manifold approximation and projection for dimension reduction. arXiv preprint arXiv:1802.03426, 2018."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3341105.3374125"},{"key":"e_1_3_2_1_32_1","first-page":"46","volume-title":"DOLAP","author":"Moreau C.","year":"2020","unstructured":"C. Moreau, V. Peralta, P. Marcel, A. Chanson, and T. Devogele. Learning analysis patterns using a contextual edit distance. In DOLAP, pages 46--55, 2020."},{"key":"e_1_3_2_1_33_1","first-page":"849","volume-title":"Advances in NIPS","author":"Ng A. Y.","year":"2002","unstructured":"A. Y. Ng, M. I. Jordan, and Y. Weiss. On spectral clustering: Analysis and an algorithm. In Advances in NIPS, pages 849--856, 2002."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-017-0548-4"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms9166"},{"key":"e_1_3_2_1_36_1","volume-title":"Semantic trajectories modeling and analysis. ACM Comput. Surv., 45(4)","author":"Parent C.","year":"2013","unstructured":"C. Parent, S. Spaccapietra, C. Renso, G. Andrienko, N. Andrienko, V. Bogorny, M. L. Damiani, A. G. Divanis, J. Macedo, N. Pelekis, Y. Theodoridis, and Z. Yan. Semantic trajectories modeling and analysis. ACM Comput. Surv., 45(4), 2013."},{"key":"e_1_3_2_1_37_1","volume-title":"A simple and fast algorithm for k-medoids clustering. Expert systems with applications, 36(2):3336--3341","author":"Park H.-S.","year":"2009","unstructured":"H.-S. Park and C.-H. Jun. A simple and fast algorithm for k-medoids clustering. Expert systems with applications, 36(2):3336--3341, 2009."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1971.10482356"},{"key":"e_1_3_2_1_39_1","volume-title":"Using information content to evaluate semantic similarity in a taxonomy. arXiv preprint cmp-lg\/9511007","author":"Resnik P.","year":"1995","unstructured":"P. Resnik. Using information content to evaluate semantic similarity in a taxonomy. arXiv preprint cmp-lg\/9511007, 1995."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2013.0246"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1177170"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1037\/0033-295X.84.4.327"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-004-0144-2"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/321796.321811"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1223467"},{"key":"e_1_3_2_1_46_1","first-page":"133","volume-title":"ACL","author":"Wu Z.","unstructured":"Z. Wu and M. Palmer. In ACL, pages 133--138, USA."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/1951365.1951398"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2610428"}],"event":{"name":"SAC '21: The 36th ACM\/SIGAPP Symposium on Applied Computing","location":"Virtual Event Republic of Korea","acronym":"SAC '21","sponsor":["SIGAPP ACM Special Interest Group on Applied Computing"]},"container-title":["Proceedings of the 36th Annual ACM Symposium on Applied Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3412841.3441920","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3412841.3441920","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:02:23Z","timestamp":1750197743000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3412841.3441920"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,22]]},"references-count":48,"alternative-id":["10.1145\/3412841.3441920","10.1145\/3412841"],"URL":"https:\/\/doi.org\/10.1145\/3412841.3441920","relation":{},"subject":[],"published":{"date-parts":[[2021,3,22]]},"assertion":[{"value":"2021-04-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}