{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,15]],"date-time":"2026-10-15T20:24:25Z","timestamp":1792095865629,"version":"4.4.0"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,24]],"date-time":"2024-10-24T00:00:00Z","timestamp":1729728000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,24]]},"DOI":"10.1145\/3674805.3695402","type":"proceedings-article","created":{"date-parts":[[2024,10,15]],"date-time":"2024-10-15T18:39:24Z","timestamp":1729017564000},"page":"528-537","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["On the Accuracy of Effort Estimations based on COSMIC Functional Size Measurement: A Case Study"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6100-9514","authenticated-orcid":false,"given":"Ersin","family":"Ersoy","sequence":"first","affiliation":[{"name":"Paycell, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5561-4283","authenticated-orcid":false,"given":"Selami","family":"Bagriyanik","sequence":"additional","affiliation":[{"name":"Singularity Software Technologies, Turkey and Bahcesehir University, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2968-4763","authenticated-orcid":false,"given":"Hasan","family":"Sozer","sequence":"additional","affiliation":[{"name":"Ozyegin University, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2024,10,24]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"d.]. Atlassian Jira Issue and Project Tracking Software. https:\/\/www.atlassian.com\/software\/jira. Accessed","year":"2024","unstructured":"[n. d.]. Atlassian Jira Issue and Project Tracking Software. https:\/\/www.atlassian.com\/software\/jira. Accessed in April 2024."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10270-005-0098-x"},{"key":"e_1_3_2_1_3_1","volume-title":"COSMIC Measurement Manual for ISO 19761 (5th ed.). The Common Software Measurement International Consortium (COSMIC).","author":"Abran A.","year":"2020","unstructured":"A. Abran, P. Fagg, and A. Lestherhuis (Eds.). 2020. COSMIC Measurement Manual for ISO 19761 (5th ed.). The Common Software Measurement International Consortium (COSMIC). Available at http:\/\/cosmic-sizing.org\/."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/IWESEP.2012.11"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.4304\/jsw.9.8.2169-2173"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2015.12.011"},{"key":"e_1_3_2_1_7_1","first-page":"25","article-title":"Effort estimation with story points and cosmic function points-an industry case study","volume":"21","author":"Commeyne C.","year":"2016","unstructured":"C. Commeyne, A. Abran, and R. Djouab. 2016. Effort estimation with story points and cosmic function points-an industry case study. Software Measurement News 21, 1 (2016), 25\u201336.","journal-title":"Software Measurement News"},{"key":"e_1_3_2_1_8_1","unstructured":"C. DeSanto M. Totoro and R. Moscartelli. 2010. Introduction to Statistics (9 ed.). Pearson."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3234152.3234156"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-89403-2_17"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.4135\/9781412985314"},{"key":"e_1_3_2_1_12_1","unstructured":"International Software Benchmarking\u00a0Standards Group. [n. d.]. ISBSG Repository. https:\/\/www.isbsg.org\/. Accessed: 31-08-2024."},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications. 204\u2013211","author":"Hacaloglu T.","unstructured":"T. Hacaloglu and O. Demirors. 2019. Measureability of Functional Size in Agile Software Projects: Multiple Case Studies with COSMIC FSM. In Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications. 204\u2013211."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/SEAA.2019.00041"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","unstructured":"T. Hacalo\u011flu H. \u00dcnl\u00fc A. Y\u0131ld\u0131z and O. Demir\u00f6rs. 2024. Software Size Measurement: Bridging Research and Practice. IEEE Software (2024) 1\u20139.","DOI":"10.1109\/MS.2024.3358079"},{"key":"e_1_3_2_1_16_1","first-page":"2017","article-title":"Systems and software engineering \u2013 Information technology project performance benchmarking framework","volume":"29155","author":"Central Secretary ISO","year":"2017","unstructured":"ISO Central Secretary. 2017. Systems and software engineering \u2013 Information technology project performance benchmarking framework. Standard ISO\/IEC 29155-1:2017. International Organization for Standardization, Geneva, Switzerland. https:\/\/www.iso.org\/standard\/74062.html","journal-title":"Standard ISO\/IEC"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.2298\/CSIS110316068P"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2019.03.001"},{"key":"e_1_3_2_1_19_1","volume-title":"Proceedings of the 11th European Conference on Information Systems Management. 157\u2013167","author":"Lavazza L.","year":"2017","unstructured":"L. Lavazza. 2017. Model-Based Measurement of Software Layers Using the COSMIC Method. In Proceedings of the 11th European Conference on Information Systems Management. 157\u2013167."},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of the 21st International Workshop on Software Measurement and the 6th International Conference on Software Process and Product Measurement. 86\u201395","author":"Lind K.","unstructured":"K. Lind, R. Heldal, T. Harutyunyan, and T. Heimdahl. 2011. CompSize: Automated Size Estimation of Embedded Software Components. In Proceedings of the 21st International Workshop on Software Measurement and the 6th International Conference on Software Process and Product Measurement. 86\u201395."},{"key":"e_1_3_2_1_21_1","volume-title":"Kruskal-wallis test. The corsini encyclopedia of psychology","author":"McKight E","year":"2010","unstructured":"Patrick\u00a0E McKight and Julius Najab. 2010. Kruskal-wallis test. The corsini encyclopedia of psychology (2010), 1\u20131."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"A.J. Mills D. Gabrielle and W. Elden. 2010. Encyclopedia of Case Study Research. SAGE Publications Inc.","DOI":"10.4135\/9781412957397"},{"key":"e_1_3_2_1_23_1","volume-title":"Deep learning model for end-to-end approximation of COSMIC functional size based on use-case names. Information and Software Technology 123","author":"Ochodek Miros\u0142aw","year":"2020","unstructured":"Miros\u0142aw Ochodek, Sylwia Kopczy\u0144ska, and Miroslaw Staron. 2020. Deep learning model for end-to-end approximation of COSMIC functional size based on use-case names. Information and Software Technology 123 (2020)."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-017-0464-6"},{"key":"e_1_3_2_1_25_1","volume-title":"Effective use of Pearson\u2019s product\u2013moment correlation coefficient. Animal behaviour 93","author":"Puth Marie-Therese","year":"2014","unstructured":"Marie-Therese Puth, Markus Neuh\u00e4user, and Graeme\u00a0D Ruxton. 2014. Effective use of Pearson\u2019s product\u2013moment correlation coefficient. Animal behaviour 93 (2014), 183\u2013189."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11334-021-00420-8"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3143434.3143450"},{"key":"e_1_3_2_1_28_1","unstructured":"C. Symons. 2013. Guideline for \u2018Measurement Strategy Patterns\u2019. Available at http:\/\/cosmic-sizing.org\/."},{"key":"e_1_3_2_1_29_1","volume-title":"Proceedings of International Workshop on Software Measurement. 47","author":"Trudel Sylvie","year":"2010","unstructured":"Sylvie Trudel and Luigi Buglione. 2010. Guideline for sizing Agile projects with COSMIC. In Proceedings of International Workshop on Software Measurement. 47."},{"key":"e_1_3_2_1_30_1","unstructured":"Erdir Ungan Colin Hammond and Alain Abran. 2018. Automated COSMIC Measurement and Requirement Quality Improvement Through ScopeMaster\u00ae Tool. In IWSM-Mensura. CEUR."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"crossref","unstructured":"C. Wohlin P. Runeson M. Host M.C. Ohlsson B. Regnell and A. Wesslen. 2012. Experimentation in Software Engineering. Springer-Verlag Berlin Heidelberg.","DOI":"10.1007\/978-3-642-29044-2"},{"key":"e_1_3_2_1_32_1","volume-title":"Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications. 239\u2013246","author":"\u00dcnl\u00fc H.","unstructured":"H. \u00dcnl\u00fc, T. Hacaloglu, F. B\u00fcber, K. Berrak, O. Leblebici, and O. Demir\u00f6rs. 2022. Utilization of Three Software Size Measures for Effort Estimation in Agile World: A Case Study. In Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications. 239\u2013246."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/SEAA56994.2022.00045"}],"event":{"name":"ESEM '24: ACM \/ IEEE International Symposium on Empirical Software Engineering and Measurement","location":"Barcelona Spain","acronym":"ESEM '24","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering"]},"container-title":["Proceedings of the 18th ACM\/IEEE International Symposium on Empirical Software Engineering and Measurement"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3674805.3695402","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3674805.3695402","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T12:56:22Z","timestamp":1755867382000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3674805.3695402"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,24]]},"references-count":33,"alternative-id":["10.1145\/3674805.3695402","10.1145\/3674805"],"URL":"https:\/\/doi.org\/10.1145\/3674805.3695402","relation":{},"subject":[],"published":{"date-parts":[[2024,10,24]]},"assertion":[{"value":"2024-10-24","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}