{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T10:57:53Z","timestamp":1743073073526,"version":"3.40.3"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319168678"},{"type":"electronic","value":"9783319168685"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[[2015]]},"DOI":"10.1007\/978-3-319-16868-5_1","type":"book-chapter","created":{"date-parts":[[2015,4,6]],"date-time":"2015-04-06T11:57:20Z","timestamp":1428321440000},"page":"3-12","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Scalable Similarity Search for Big Data"],"prefix":"10.1007","author":[{"given":"Pavel","family":"Zezula","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,4,7]]},"reference":[{"key":"1_CR1","unstructured":"Challenges and Opportunities with Big Data. A community white paper developed by leading researchers across the United States (2014). http:\/\/cra.org\/ccc\/docs\/init\/bigdatawhitepaper.pdf. Accessed March 2014"},{"key":"1_CR2","volume-title":"Modern Information Retrieval - The Concepts and Technology Behind Search","author":"RA Baeza-Yates","year":"2011","unstructured":"Baeza-Yates, R.A., Ribeiro-Neto, B.A.: Modern Information Retrieval - The Concepts and Technology Behind Search. Addison-Wesley, Reading (2011)"},{"key":"1_CR3","doi-asserted-by":"crossref","unstructured":"Beecks, C., Ivanescu, A.M., Seidl, T., Martin, D., Pischke, P., Kneer, R.: Applying similarity search for the investigation of the fuel injection process. In: Ferro, A. (ed.) SISAP, pp. 117\u2013118. ACM (2011)","DOI":"10.1145\/1995412.1995436"},{"issue":"3","key":"1_CR4","first-page":"217","volume":"6","author":"L Chen","year":"2013","unstructured":"Chen, L., Cong, G., Jensen, C.S., Wu, D.: Spatial keyword query processing: an experimental evaluation. PVLDB 6(3), 217\u2013228 (2013)","journal-title":"PVLDB"},{"issue":"2","key":"1_CR5","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1109\/TPAMI.2009.166","volume":"32","author":"O Chum","year":"2010","unstructured":"Chum, O., Matas, J.: Large-scale discovery of spatially related images. IEEE Trans. Pattern Anal. Mach. Intell. 32(2), 371\u2013377 (2010)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"12","key":"1_CR6","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1145\/2500499","volume":"56","author":"V Dhar","year":"2013","unstructured":"Dhar, V.: Data science and prediction. Commun. ACM 56(12), 64\u201373 (2013)","journal-title":"Commun. ACM"},{"key":"1_CR7","unstructured":"Fagin, R., Kumar, R., Sivakumar, D.: Comparing top k lists. In: Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2003, pp. 28\u201336. Society for Industrial and Applied Mathematics, Philadelphia (2003). http:\/\/portal.acm.org\/citation.cfmid=644108.644113"},{"key":"1_CR8","doi-asserted-by":"crossref","unstructured":"Kamara, S., Charalampos, P., Tom, R.: Dynamic searchable symmetric encryption. In: Proceedings of the 2012 ACM Conference on Computer and Communications Security, pp. 965\u2013976 (2012)","DOI":"10.1145\/2382196.2382298"},{"key":"1_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1007\/978-3-642-14992-4_13","volume-title":"Financial Cryptography and Data Security","author":"S Kamara","year":"2010","unstructured":"Kamara, S., Lauter, K.: Cryptographic cloud storage. In: Sion, R., Curtmola, R., Dietrich, S., Kiayias, A., Miret, J.M., Sako, K., Seb\u00e9, F. (eds.) RLCPS, WECSR, and WLC 2010. LNCS, vol. 6054, pp. 136\u2013149. Springer, Heidelberg (2010)"},{"issue":"12","key":"1_CR10","first-page":"1450","volume":"6","author":"S Kozak","year":"2013","unstructured":"Kozak, S.: Efficiency and security in similarity cloud services. PVLDB 6(12), 1450\u20131455 (2013)","journal-title":"PVLDB"},{"key":"1_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1007\/978-3-642-32873-2_9","volume-title":"Secure Data Management","author":"S Kozak","year":"2012","unstructured":"Kozak, S., Novak, D., Zezula, P.: Secure metric-based index for similarity cloud. In: Jonker, W., Petkovi\u0107, M. (eds.) SDM 2012. LNCS, vol. 7482, pp. 130\u2013147. Springer, Heidelberg (2012)"},{"issue":"3","key":"1_CR12","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1007\/s10619-012-7092-4","volume":"30","author":"M Krulis","year":"2012","unstructured":"Krulis, M., Skopal, T., Lokoc, J., Beecks, C.: Combining CPU and GPU architectures for fast similarity search. Distrib. Parallel Databases 30(3), 179\u2013207 (2012)","journal-title":"Distrib. Parallel Databases"},{"key":"1_CR13","doi-asserted-by":"crossref","unstructured":"Kuzu, M., Islam, M.S., Kantarcioglu, M.: Efficient similarity search over encrypted data. In: Kementsietsidis, A., Salles, M.A.V. (eds.) ICDE. IEEE Computer Society, pp. 1156\u20131167 (2012)","DOI":"10.1109\/ICDE.2012.23"},{"key":"1_CR14","doi-asserted-by":"publisher","first-page":"1061","DOI":"10.1207\/s15516709cog0000_30","volume":"29","author":"L Larkey","year":"2005","unstructured":"Larkey, L., Markman, A.: Processes of similarity judgment. Cogn. Sci. 29, 1061\u20131076 (2005)","journal-title":"Cogn. Sci."},{"key":"1_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1007\/978-3-642-32153-5_13","volume-title":"Similarity Search And Applications","author":"J Loko\u010d","year":"2012","unstructured":"Loko\u010d, J., Nov\u00e1k, D., Batko, M., Skopal, T.: Visual image search: feature signatures or\/and global descriptors. In: Navarro, G., Pestov, V. (eds.) SISAP 2012. LNCS, vol. 7404, pp. 177\u2013191. Springer, Heidelberg (2012)"},{"key":"1_CR16","volume-title":"Principles and Best Practices of Scalable Realtime Data Systems","author":"N Marz","year":"2014","unstructured":"Marz, N., Warren, J.: Principles and Best Practices of Scalable Realtime Data Systems. Manning Publications Co., Shelter Island (2014)"},{"key":"1_CR17","volume-title":"Handbook of Applied Cryptography","author":"A Menezez","year":"1997","unstructured":"Menezez, A., van Oorschot, P., Vanstone, S.: Handbook of Applied Cryptography. CRR Press, Boca Raton (1997)"},{"issue":"5","key":"1_CR18","doi-asserted-by":"publisher","first-page":"855","DOI":"10.1016\/j.ipm.2010.12.004","volume":"48","author":"D Novak","year":"2012","unstructured":"Novak, D., Batko, M., Zezula, P.: Large-scale similarity data management with distributed metric index. Inf. Process. Manage. 48(5), 855\u2013872 (2012)","journal-title":"Inf. Process. Manage."},{"key":"1_CR19","doi-asserted-by":"crossref","unstructured":"Salembier, P., Smith, J.: Overview of MPEG-7 multimedia description schemes and schema tools. In: Introduction to MPEG-7: Multimedia Content Description Interface (2002)","DOI":"10.1109\/76.927435"},{"key":"1_CR20","series-title":"(Computer Graphics and Geometric Modeling","volume-title":"Foundations Of Multidimensional And Metric Data Structures","author":"H Samet","year":"2005","unstructured":"Samet, H.: Foundations Of Multidimensional And Metric Data Structures. (Computer Graphics and Geometric Modeling. Morgan Kaufmann Publishers Inc., San Francisco (2005)"},{"key":"1_CR21","series-title":"Advances in Database Systems","volume-title":"Similarity and Analogical Reasoning","author":"S Vosniadou","year":"2003","unstructured":"Vosniadou, S., Ortony, A.: Similarity and Analogical Reasoning. Advances in Database Systems. Cambridge University Press, New York (2003)"},{"issue":"2","key":"1_CR22","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1109\/TKDE.2010.222","volume":"24","author":"ML Yiu","year":"2012","unstructured":"Yiu, M.L., Assent, I., Jensen, C.S., Kalnis, P.: Outsourced similarity search on metric data assets. IEEE Trans. Knowl. Data Eng. 24(2), 338\u2013352 (2012)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"1_CR23","series-title":"Advances in Database Systems","doi-asserted-by":"crossref","DOI":"10.1007\/0-387-29151-2","volume-title":"Similarity Search: The Metric Space Approach","author":"P Zezula","year":"2006","unstructured":"Zezula, P., Amato, G., Dohnal, V., Batko, M.: Similarity Search: The Metric Space Approach. Advances in Database Systems, vol. 32. Springer, New York (2006)"},{"issue":"4","key":"1_CR24","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1007\/s007780050069","volume":"7","author":"P Zezula","year":"1998","unstructured":"Zezula, P., Savino, P., Amato, G., Rabitti, F.: Approximate similarity retrieval with M-trees. VLDB J. 7(4), 275\u2013293 (1998)","journal-title":"VLDB J."},{"key":"1_CR25","volume-title":"Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data","author":"P Zikopoulos","year":"2006","unstructured":"Zikopoulos, P., Eaton, C.: Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data. McGraw-Hill Education, New York (2006)"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Scalable Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-16868-5_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,24]],"date-time":"2023-01-24T12:01:36Z","timestamp":1674561696000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-16868-5_1"}},"subtitle":["Challenges and Research Objectives"],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319168678","9783319168685"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-16868-5_1","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"7 April 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}