{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:54:44Z","timestamp":1750308884728,"version":"3.41.0"},"publisher-location":"Cham","reference-count":58,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319618920"},{"type":"electronic","value":"9783319618937"}],"license":[{"start":{"date-parts":[[2017,5,31]],"date-time":"2017-05-31T00:00:00Z","timestamp":1496188800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-61893-7_7","type":"book-chapter","created":{"date-parts":[[2017,5,30]],"date-time":"2017-05-30T14:13:32Z","timestamp":1496153612000},"page":"109-124","source":"Crossref","is-referenced-by-count":0,"title":["A Short Account of Techniques for Assisting Users in Mastering Big Data"],"prefix":"10.1007","author":[{"given":"Davide","family":"Martinenghi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elisa","family":"Quintarelli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabio A.","family":"Schreiber","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Letizia","family":"Tanca","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,5,31]]},"reference":[{"issue":"1","key":"7_CR1","first-page":"754","volume":"2","author":"S Amer-Yahia","year":"2009","unstructured":"S. Amer-Yahia, S. Basu Roy, A. Chawla, G. Das, C. Yu, Group recommendation: Semantics and efficiency. PVLDB 2(1), 754\u2013765 (2009)","journal-title":"PVLDB"},{"issue":"4","key":"7_CR2","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1504\/IJAHUC.2007.014070","volume":"2","author":"M Baldauf","year":"2007","unstructured":"M. Baldauf, S. Dustdar, F. Rosenberg, A survey on context-aware systems. Int. J. Ad Hoc Ubiquitous Comput. 2(4), 263\u2013277 (2007)","journal-title":"Int. J. Ad Hoc Ubiquitous Comput."},{"issue":"3","key":"7_CR3","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1145\/1247715.1247716","volume":"25","author":"E Baralis","year":"2007","unstructured":"E. Baralis, P. Garza, E. Quintarelli, L. Tanca, Answering XML queries by means of data summaries. ACM Trans. Inf. Syst. 25(3), 10 (2007)","journal-title":"ACM Trans. Inf. Syst."},{"key":"7_CR4","unstructured":"N.D. Blas, M. Mazuran, P. Paolini, E. Quintarelli, L. Tanca, Exploratory computing: a challenge for visual interaction, in AVI (2014), pp. 361\u2013362"},{"issue":"4","key":"7_CR5","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1145\/1361348.1361353","volume":"36","author":"C Bolchini","year":"2007","unstructured":"C. Bolchini, C. Curino, E. Quintarelli, F.A. Schreiber, L. Tanca, A data-oriented survey of context models. SIGMOD Record 36(4), 19\u201326 (2007)","journal-title":"SIGMOD Record"},{"issue":"1","key":"7_CR6","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/j.is.2012.05.004","volume":"38","author":"C Bolchini","year":"2013","unstructured":"C. Bolchini, E. Quintarelli, L. Tanca, Carve: Context-aware automatic view definition over relational databases. Inf. Syst. 38(1), 45\u201367 (2013)","journal-title":"Inf. Syst."},{"issue":"2","key":"7_CR7","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1145\/2814710.2814714","volume":"44","author":"M Buoncristiano","year":"2015","unstructured":"M. Buoncristiano, G. Mecca, E. Quintarelli, M. Roveri, D. Santoro, L. Tanca, Database challenges for exploratory computing. SIGMOD Record 44(2), 17\u201322 (2015)","journal-title":"SIGMOD Record"},{"key":"7_CR8","unstructured":"M. Buoncristiano, G. Mecca, E. Quintarelli, M. Roveri, D. Santoro, L. Tanca, Exploratory computing: What is there for the database researcher?, in 23rd Italian Symposium on Advanced Database Systems, SEBD 2015, Gaeta, Italy, 14\u201317 June 2015 (2015), pp. 128\u2013135"},{"issue":"21","key":"7_CR9","first-page":"33","volume":"15","author":"A Cal\u00ec","year":"2009","unstructured":"A. Cal\u00ec, D. Calvanese, D. Martinenghi, Dynamic query optimization under access limitations and dependencies. J. Univers. Comput. Sci. 15(21), 33\u201362 (2009)","journal-title":"J. Univers. Comput. Sci."},{"key":"7_CR10","unstructured":"A. Cal\u00ec, D. Martinenghi, Conjunctive query containment under access limitations, in ER 2008 (2008), pp. 326\u2013340"},{"key":"7_CR11","unstructured":"A. Cal\u00ec, D. Martinenghi, Querying Data under Access Limitations, in ICDE 2008 (2008), pp. 50\u201359"},{"issue":"3","key":"7_CR12","first-page":"291","volume":"10","author":"A Cal\u00ec","year":"2010","unstructured":"A. Cal\u00ec, D. Martinenghi, Querying Incomplete Data over Extended ER Schemata. TPLP 10(3), 291\u2013329 (2010)","journal-title":"TPLP"},{"key":"7_CR13","unstructured":"A. Cal\u00ec, D. Martinenghi, Querying the deep web (tutorial), in EDBT 2010 (2010), pp. 724\u2013727"},{"key":"7_CR14","unstructured":"A. Cal\u00ec, D. Martinenghi, R. Torlone, Keyword queries over the deep web, in ER 2016 (2016), pp. 260\u2013268"},{"issue":"2","key":"7_CR15","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1145\/2487259.2487262","volume":"38","author":"I Catallo","year":"2013","unstructured":"I. Catallo, E. Ciceri, P. Fraternali, D. Martinenghi, M. Tagliasacchi, Top-k diversity queries over bounded regions. TODS 38(2), 10 (2013)","journal-title":"TODS"},{"key":"7_CR16","doi-asserted-by":"crossref","unstructured":"I.\u00a0Catallo, S.\u00a0Coniglio, P.\u00a0Fraternali, and D.\u00a0Martinenghi. A workload-dependent task assignment policy for crowdsourcing. WWW J., to appear, 2017","DOI":"10.1007\/s11280-016-0428-7"},{"key":"7_CR17","unstructured":"F. Chiang, R. Miller, A unified model for data and constraint repair, in ICDE 2011 (2011), pp. 446\u2013457"},{"key":"7_CR18","unstructured":"H. Christiansen, D. Martinenghi, Simplification of database integrity constraints revisited: A transformational approach, in LOPSTR 2003 (2004), pp. 178\u2013197"},{"key":"7_CR19","unstructured":"H. Christiansen, D. Martinenghi, Simplification of integrity constraints for data integration, in FoIKS (2004), pp. 31\u201348"},{"issue":"4","key":"7_CR20","doi-asserted-by":"crossref","first-page":"371","DOI":"10.3233\/FUN-2006-71402","volume":"71","author":"H Christiansen","year":"2006","unstructured":"H. Christiansen, D. Martinenghi, On simplification of database integrity constraints. Fundam. Inform. 71(4), 371\u2013417 (2006)","journal-title":"Fundam. Inform."},{"issue":"1","key":"7_CR21","first-page":"41","volume":"28","author":"E Ciceri","year":"2016","unstructured":"E. Ciceri, P. Fraternali, D. Martinenghi, M. Tagliasacchi, Crowdsourcing for top-k query processing over uncertain data. TKDE 28(1), 41\u201353 (2016)","journal-title":"TKDE"},{"key":"7_CR22","doi-asserted-by":"crossref","unstructured":"F. Colace, M.D. Santo, V. Moscato, A. Picariello, F.A. Schreiber, L. Tanca (eds.), Data Management in Pervasive Systems, Data-Centric Systems and Applications (Springer, 2015)","DOI":"10.1007\/978-3-319-20062-0"},{"issue":"2","key":"7_CR23","first-page":"218","volume":"23","author":"H Decker","year":"2011","unstructured":"H. Decker, D. Martinenghi, Inconsistency-tolerant integrity checking. TKDE 23(2), 218\u2013234 (2011)","journal-title":"TKDE"},{"issue":"1","key":"7_CR24","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1109\/MIM.2004.1288747","volume":"7","author":"KR Fowler","year":"2004","unstructured":"K.R. Fowler, J. Schmalzel, Why do we care about measurement? IEEE Instrum. Meas. Mag. 7(1), 38\u201346 (2004)","journal-title":"IEEE Instrum. Meas. Mag."},{"issue":"3","key":"7_CR25","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1109\/MIM.2004.1337915","volume":"7","author":"KR Fowler","year":"2004","unstructured":"K.R. Fowler, J.L. Schmalzel, Sensors: The first stage in the measurement chain. IEEE Instrum. Meas. Mag. 7(3), 60\u201365 (2004)","journal-title":"IEEE Instrum. Meas. Mag."},{"key":"7_CR26","unstructured":"P. Fraternali, D. Martinenghi, M. Tagliasacchi, Top-k bounded diversification, in SIGMOD 2012 (2012), pp. 421\u2013432"},{"key":"7_CR27","unstructured":"P. Garza, E. Quintarelli, E. Rabosio, L. Tanca, Reducing big data by means of context-aware tailoring, in New Trends in Databases and Information Systems - ADBIS 2016 Short Papers and Workshops, BigDap, DCSA, DC, Proceedings, Prague, Czech Republic, 28\u201331 August 2016 (2016), pp. 115\u2013127"},{"issue":"2","key":"7_CR28","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1007\/s10844-006-2974-4","volume":"27","author":"J Grant","year":"2006","unstructured":"J. Grant, A. Hunter, Measuring inconsistency in knowledgebases. J. Intell. Inf. Syst. 27(2), 159\u2013184 (2006)","journal-title":"J. Intell. Inf. Syst."},{"key":"7_CR29","doi-asserted-by":"crossref","unstructured":"S. Idreos, O. Papaemmanouil, S. Chaudhuri, Overview of data exploration techniques, in Proceedings of the 2015 ACM SIGMOD (2015), pp. 277\u2013281","DOI":"10.1145\/2723372.2731084"},{"key":"7_CR30","doi-asserted-by":"crossref","unstructured":"I.F. Ilyas, G. Beskales, M.A. Soliman, A survey of top-k query processing techniques in relational database systems. ACM Comput. Surv. 40(4) (2008)","DOI":"10.1145\/1391729.1391730"},{"issue":"1","key":"7_CR31","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1145\/1061318.1061322","volume":"30","author":"SR Madden","year":"2005","unstructured":"S.R. Madden, M.J. Franklin, J.M. Hellerstein, W. Hong, Tinydb: an acquisitional query processing system for sensor networks. ACM Trans. Database Syst. 30(1), 122\u2013173 (2005)","journal-title":"ACM Trans. Database Syst."},{"key":"7_CR32","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1145\/320107.320115","volume":"4","author":"D Maier","year":"1979","unstructured":"D. Maier, A.O. Mendelzon, Y. Sagiv, Testing implications of data dependencies. TODS 4, 455\u2013469 (1979)","journal-title":"TODS"},{"key":"7_CR33","unstructured":"D. Martinenghi, Simplification of integrity constraints with aggregates and arithmetic built-ins, in FQAS 2004 (2004), pp. 348\u2013361"},{"key":"7_CR34","doi-asserted-by":"crossref","unstructured":"D. Martinenghi, H. Christiansen, H. Decker, Integrity checking and maintenance in relational and deductive databases - and beyond, in Intelligent Databases: Technologies and Applications, ed. by Z. Ma (2006), pp. 238\u2013285. Chap. X","DOI":"10.4018\/978-1-59904-120-9.ch010"},{"issue":"1","key":"7_CR35","first-page":"352","volume":"3","author":"D Martinenghi","year":"2010","unstructured":"D. Martinenghi, M. Tagliasacchi, Proximity rank join. PVLDB 3(1), 352\u2013363 (2010)","journal-title":"PVLDB"},{"issue":"12","key":"7_CR36","first-page":"2143","volume":"24","author":"D Martinenghi","year":"2012","unstructured":"D. Martinenghi, M. Tagliasacchi, Cost-aware rank join with random and sorted access. TKDE 24(12), 2143\u20132155 (2012)","journal-title":"TKDE"},{"key":"7_CR37","doi-asserted-by":"crossref","unstructured":"D. Martinenghi, M. Tagliasacchi, Proximity measures for rank join. TODS 37(1) (2012)","DOI":"10.1145\/2109196.2109198"},{"issue":"5","key":"7_CR38","doi-asserted-by":"crossref","first-page":"747","DOI":"10.1007\/s00778-013-0350-x","volume":"23","author":"D Martinenghi","year":"2014","unstructured":"D. Martinenghi, R. Torlone, Taxonomy-based relaxation of query answering in relational databases. VLDB J. 23(5), 747\u2013769 (2014)","journal-title":"VLDB J."},{"key":"7_CR39","unstructured":"M. Mazuran, E. Quintarelli, R. Rossato, L. Tanca, Mining violations to relax relational database constraints, in DaWaK (2009), pp. 339\u2013353"},{"key":"7_CR40","unstructured":"M. Mazuran, E. Quintarelli, L. Tanca, IQ4EC: intensional answers as a support to exploratory computing, in 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015, Campus des Cordeliers, Paris, France, 19-21 October 2015 (2015), pp. 1\u201310"},{"key":"7_CR41","unstructured":"M. Mazuran, E. Quintarelli, L. Tanca, S. Ugolini, Semi-automatic support for evolving functional dependencies, in Proceedings of the 19th International Conference on Extending Database Technology, EDBT 2016, Bordeaux, France, 15-16 March 2016 (2016), pp. 293\u2013304"},{"issue":"4","key":"7_CR42","doi-asserted-by":"crossref","first-page":"524","DOI":"10.1016\/j.is.2012.12.002","volume":"38","author":"A Miele","year":"2013","unstructured":"A. Miele, E. Quintarelli, E. Rabosio, L. Tanca, A data-mining approach to preference-based data ranking founded on contextual information. Inf. Syst. 38(4), 524\u2013544 (2013)","journal-title":"Inf. Syst."},{"issue":"6","key":"7_CR43","first-page":"453","volume":"7","author":"K Morton","year":"2014","unstructured":"K. Morton, M. Balazinska, D. Grossman, J.D. Mackinlay, Support the data enthusiast: Challenges for next-generation data-analysis systems. PVLDB 7(6), 453\u2013456 (2014)","journal-title":"PVLDB"},{"key":"7_CR44","first-page":"227","volume":"18","author":"J-M Nicolas","year":"1982","unstructured":"J.-M. Nicolas, Logic for improving integrity checking in relational data bases. Acta Informatica 18, 227\u2013253 (1982)","journal-title":"Acta Informatica"},{"key":"7_CR45","unstructured":"E. Panigati, E.A. Schreiber, Context-aware software approaches: a comparison and an integration proposal (discussion paper), in Proceedings of the 22nd Italian Symposium on Advanced database Systems (2014), pp. 175\u2013184"},{"key":"7_CR46","doi-asserted-by":"crossref","unstructured":"E. Panigati, E.A. Schreiber, C. Zaniolo, Data streams and data stream management systems and languages, in ed. by Colace, et al. [22], pp. 93\u2013111","DOI":"10.1007\/978-3-319-20062-0_5"},{"key":"7_CR47","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/j.is.2014.11.008","volume":"49","author":"E Quintarelli","year":"2015","unstructured":"E. Quintarelli, E. Rabosio, L. Tanca, A principled approach to context schema evolution in a data management perspective. Inf. Syst. 49, 65\u2013101 (2015)","journal-title":"Inf. Syst."},{"key":"7_CR48","doi-asserted-by":"crossref","unstructured":"E. Quintarelli, E. Rabosio, L. Tanca, Recommending new items to ephemeral groups using contextual user influence, in Proceedings of the 10th ACM Conference on Recommender Systems (2016), pp. 285\u2013292","DOI":"10.1145\/2959100.2959137"},{"key":"7_CR49","unstructured":"A. Rajaraman, Y. Sagiv, J.D. Ullman, Answering queries using templates with binding patterns, in PODS (1995), pp. 105\u2013112"},{"key":"7_CR50","doi-asserted-by":"crossref","unstructured":"F.A. Schreiber, R. Camplani, M. Fortunato, and M. Marelli, Design of a declarative data language for pervasive systems. Art Deco Technical Report R. A. 11.1b (2008), http:\/\/perlawsn.sourceforge.net\/documentation.php?official=1","DOI":"10.1109\/PERCOM.2008.30"},{"issue":"2","key":"7_CR51","doi-asserted-by":"crossref","first-page":"478","DOI":"10.1109\/TSE.2011.25","volume":"38","author":"FA Schreiber","year":"2012","unstructured":"F.A. Schreiber, R. Camplani, M. Fortunato, M. Marelli, G. Rota, Perla: A language and middleware architecture for data management and integration in pervasive information systems. IEEE Trans. Software Eng. 38(2), 478\u2013496 (2012)","journal-title":"IEEE Trans. Software Eng."},{"key":"7_CR52","doi-asserted-by":"crossref","unstructured":"F.A. Schreiber, M. Roveri, Sensors and wireless sensor networks as data sources: Models and languages, in ed. by Colace, et al. [22], pp. 69\u201392","DOI":"10.1007\/978-3-319-20062-0_4"},{"key":"7_CR53","unstructured":"F.A. Schreiber, L. Tanca, R. Camplani, D. Vigan\u00f3, Pushing context-awareness down to the core: more flexibility for the perla language, in Proceedings of the 6th PersDB 2012 Workshop (Co-located with VLDB 2012) (2012), pp. 1\u20136"},{"key":"7_CR54","unstructured":"M.A. Soliman et al., Ranking with uncertain scoring functions: semantics and sensitivity measures, in SIGMOD 2011 (2011), pp. 805\u2013816"},{"issue":"8","key":"7_CR55","doi-asserted-by":"crossref","first-page":"1158","DOI":"10.1016\/j.is.2011.06.004","volume":"36","author":"K Stefanidis","year":"2011","unstructured":"K. Stefanidis, E. Pitoura, P. Vassiliadis, Managing contextual preferences. Inf. Syst. 36(8), 1158\u20131180 (2011)","journal-title":"Inf. Syst."},{"key":"7_CR56","volume-title":"Exploratory Data Analysis","author":"JW Tukey","year":"1977","unstructured":"J.W. Tukey, Exploratory Data Analysis (Addison-Wesley, Reading, 1977)"},{"key":"7_CR57","doi-asserted-by":"crossref","unstructured":"D. Tunkelang, Faceted Search, Synthesis Lectures on Information Concepts, Retrieval, and Services (Morgan & Claypool Publishers, 2009)","DOI":"10.2200\/S00190ED1V01Y200904ICR005"},{"issue":"1","key":"7_CR58","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1109\/MPRV.2006.2","volume":"5","author":"R Want","year":"2006","unstructured":"R. Want, An introduction to rfid technology. IEEE Pervasive Comput. 5(1), 25\u201333 (2006)","journal-title":"IEEE Pervasive Comput."}],"container-title":["Studies in Big Data","A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-61893-7_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T21:21:37Z","timestamp":1750281697000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-61893-7_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,31]]},"ISBN":["9783319618920","9783319618937"],"references-count":58,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-61893-7_7","relation":{},"ISSN":["2197-6503","2197-6511"],"issn-type":[{"type":"print","value":"2197-6503"},{"type":"electronic","value":"2197-6511"}],"subject":[],"published":{"date-parts":[[2017,5,31]]}}}