{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T10:22:26Z","timestamp":1777458146468,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":12,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,5,4]]},"DOI":"10.1145\/3777911.3800643","type":"proceedings-article","created":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T13:00:11Z","timestamp":1776949211000},"page":"115-119","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Can We Teach Performance Engineering Using Model Interchange Formats and AI?"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-2363-434X","authenticated-orcid":false,"given":"Catalina M.","family":"Llad\u00f3","sequence":"first","affiliation":[{"name":"Departament de Ci\u00e8ncies Matem\u00e0tiques i Inform\u00e0tica, Universitat de les Illes Balears, Palma, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2026,5,3]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Performance Modeling, Requirements, Testing, Scalability, and Practice","author":"Bondi Andr\u00e9 B.","year":"2014","unstructured":"Andr\u00e9 B. Bondi. Foundations of Software and System Performance Engineering: Process, Performance Modeling, Requirements, Testing, Scalability, and Practice. Addison-Wesley Professional, 2014."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/2462638"},{"key":"e_1_3_2_1_3_1","volume-title":"Measurement, Simulation, and Modeling","author":"Jain R.","year":"1991","unstructured":"R. Jain. The Art of Computer Systems Performance Analysis: Techniques for Experimental Design, Measurement, Simulation, and Modeling. John Wiley, 1991."},{"key":"e_1_3_2_1_4_1","volume-title":"Robert Belfer, Varun Gupta, Iulian Vlad Serban, and Joelle Pineau. Automated personalized feedback improves learning gains in an intelligent tutoring system. arXiv","author":"Kochmar Ekaterina","year":"2020","unstructured":"Ekaterina Kochmar, Dung Do Vu, Robert Belfer, Varun Gupta, Iulian Vlad Serban, and Joelle Pineau. Automated personalized feedback improves learning gains in an intelligent tutoring system. arXiv, 2020. Preprint."},{"key":"e_1_3_2_1_5_1","volume-title":"A systematic review of ai-driven intelligent tutoring systems (its) in k-12 education. npj Science of Learning, 10:29","author":"L\u00e9tourneau A.","year":"2025","unstructured":"A. L\u00e9tourneau, M. Deslandes Martineau, P. Charland, et al. A systematic review of ai-driven intelligent tutoring systems (its) in k-12 education. npj Science of Learning, 10:29, 2025."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10270-019-00728-x"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.4108\/icst.valuetools.2014.258219"},{"key":"e_1_3_2_1_8_1","first-page":"25","volume-title":"First International Conference on Modeling Techniques and Tools for Performance Analysis","author":"Potier D.","year":"1984","unstructured":"D. Potier and M. Veran. Qnap2: A portable environment for queueing systems modelling. In D. Potier, editor, First International Conference on Modeling Techniques and Tools for Performance Analysis, pages 25-63. North Holland, May 1984."},{"issue":"10","key":"e_1_3_2_1_9_1","first-page":"77","article-title":"Enhancing student engagement and learning outcomes through ai-powered intelligent tutoring systems","volume":"3","author":"Rasheed Bushra","year":"2025","unstructured":"Bushra Rasheed, Mariam Rafique, and Amal Noor Nizami. Enhancing student engagement and learning outcomes through ai-powered intelligent tutoring systems. Dialogue Social Science Review, 3(10):77-86, 2025.","journal-title":"Dialogue Social Science Review"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.peva.2010.01.006"},{"key":"e_1_3_2_1_11_1","volume-title":"Scalable Software","author":"Smith C.U.","year":"2002","unstructured":"C.U. Smith and L.G. Williams. Performance Solutions: A Practical Guide to Creating Responsive, Scalable Software. Addison-Wesley, 2002."},{"key":"e_1_3_2_1_12_1","volume-title":"xQNM: A model-driven approach to simulate queuing network models. https:\/\/atenea.lcc.uma.es\/projects\/xQNM.html","author":"Software Systems Atenea Modeling","year":"2014","unstructured":"Atenea Modeling Software Systems. xQNM: A model-driven approach to simulate queuing network models. https:\/\/atenea.lcc.uma.es\/projects\/xQNM.html, 2014."}],"event":{"name":"ICPE '26: 17th ACM\/SPEC International Conference on Performance Engineering","location":"Florence Italy","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering","SIGMETRICS ACM Special Interest Group on Measurement and Evaluation","SPEC"]},"container-title":["Companion of the 17th ACM\/SPEC International Conference on Performance Engineering"],"original-title":[],"deposited":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T13:06:26Z","timestamp":1777381586000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3777911.3800643"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,3]]},"references-count":12,"alternative-id":["10.1145\/3777911.3800643","10.1145\/3777911"],"URL":"https:\/\/doi.org\/10.1145\/3777911.3800643","relation":{},"subject":[],"published":{"date-parts":[[2026,5,3]]},"assertion":[{"value":"2026-05-03","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}