{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T01:56:54Z","timestamp":1743040614050,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031789762"},{"type":"electronic","value":"9783031789779"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[[2025]]},"DOI":"10.1007\/978-3-031-78977-9_22","type":"book-chapter","created":{"date-parts":[[2025,1,27]],"date-time":"2025-01-27T10:13:15Z","timestamp":1737972795000},"page":"339-353","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Utility vs Usability: Towards a\u00a0Search for\u00a0Balance in\u00a0Subgroup Discovery Problems"],"prefix":"10.1007","author":[{"given":"Reynald","family":"Eugenie","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Erick","family":"Stattner","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,1,28]]},"reference":[{"issue":"1","key":"22_CR1","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1002\/widm.1144","volume":"5","author":"M Atzmueller","year":"2015","unstructured":"Atzmueller, M.: Subgroup discovery. Wiley Interdisc. Rev. Data Mining Knowl. Discov. 5(1), 35\u201349 (2015)","journal-title":"Wiley Interdisc. Rev. Data Mining Knowl. Discov."},{"key":"22_CR2","doi-asserted-by":"crossref","unstructured":"Atzmueller, M., Puppe, F.: SD-map\u2013a fast algorithm for exhaustive subgroup discovery. In: European Conference on Principles of Data Mining and Knowledge Discovery, pp. 6\u201317. Springer (2006)","DOI":"10.1007\/11871637_6"},{"key":"22_CR3","doi-asserted-by":"crossref","unstructured":"Eugenie, R., Stattner, E.: Subgroup discovery with consecutive erosion on discontinuous intervals. In: Database and Expert Systems Applications: 32nd International Conference, DEXA 2021, Virtual Event, 27\u201330 September 2021, Proceedings, Part I 32, pp. 10\u201321. Springer (2021)","DOI":"10.1007\/978-3-030-86472-9_2"},{"key":"22_CR4","unstructured":"Gamberger, D., Lu\u010danin, D., \u0160muc, T.: Analysis of world bank indicators for countries with banking crises by subgroup discovery induction. In: 2013 36th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), pp. 1138\u20131142. IEEE (2013)"},{"key":"22_CR5","unstructured":"Grinstein, G., Kobsa, A., Plaisant, C., Shneiderman, B., Stasko, J.T.: Which comes first, usability or utility? In: Visualization Conference, IEEE, p. 112. IEEE Computer Society (2003)"},{"issue":"2","key":"22_CR6","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1016\/0953-5438(92)90005-Z","volume":"4","author":"J Grudin","year":"1992","unstructured":"Grudin, J.: Utility and usability: research issues and development contexts. Interact. Comput. 4(2), 209\u2013217 (1992)","journal-title":"Interact. Comput."},{"key":"22_CR7","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1007\/s11390-016-1647-1","volume":"31","author":"S Helal","year":"2016","unstructured":"Helal, S.: Subgroup discovery algorithms: a survey and empirical evaluation. J. Comput. Sci. Technol. 31, 561\u2013576 (2016)","journal-title":"J. Comput. Sci. Technol."},{"issue":"3","key":"22_CR8","doi-asserted-by":"publisher","first-page":"495","DOI":"10.1007\/s10115-010-0356-2","volume":"29","author":"F Herrera","year":"2011","unstructured":"Herrera, F., Carmona, C.J., Gonz\u00e1lez, P., Del Jesus, M.J.: An overview on subgroup discovery: foundations and applications. Knowl. Inf. Syst. 29(3), 495\u2013525 (2011)","journal-title":"Knowl. Inf. Syst."},{"key":"22_CR9","doi-asserted-by":"crossref","unstructured":"Millot, A., Mathonat, R., Cazabet, R., Boulicaut, J.F.: Actionable subgroup discovery and urban farm optimization. In: International Symposium on Intelligent Data Analysis, pp. 339\u2013351. Springer (2020)","DOI":"10.1007\/978-3-030-44584-3_27"},{"key":"22_CR10","doi-asserted-by":"crossref","unstructured":"Nagpal, C., et al.: Interpretable subgroup discovery in treatment effect estimation with application to opioid prescribing guidelines. In: Proceedings of the ACM Conference on Health, Inference, and Learning, pp. 19\u201329 (2020)","DOI":"10.1145\/3368555.3384456"},{"key":"22_CR11","unstructured":"Novak, P.K., Lavra\u010d, N., Webb, G.I.: Supervised descriptive rule discovery: a unifying survey of contrast set, emerging pattern and subgroup mining. J. Mach. Learn. Res. 10(2) (2009)"},{"issue":"04","key":"22_CR12","doi-asserted-by":"publisher","first-page":"348","DOI":"10.3414\/ME11-02-0040","volume":"51","author":"G Stiglic","year":"2012","unstructured":"Stiglic, G., Kokol, P.: Discovering subgroups using descriptive models of adverse outcomes in medical care. Methods Inf. Med. 51(04), 348\u2013352 (2012)","journal-title":"Methods Inf. Med."}],"container-title":["Lecture Notes in Computer Science","Discovery Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-78977-9_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,27]],"date-time":"2025-01-27T10:13:23Z","timestamp":1737972803000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78977-9_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031789762","9783031789779"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78977-9_22","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"28 January 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Discovery Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pisa","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","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":"14 October 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 October 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dis2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ds2024.isti.cnr.it\/index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}