{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T12:06:13Z","timestamp":1742990773112,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031713149"},{"type":"electronic","value":"9783031713156"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[[2024]]},"DOI":"10.1007\/978-3-031-71315-6_15","type":"book-chapter","created":{"date-parts":[[2024,9,14]],"date-time":"2024-09-14T19:02:05Z","timestamp":1726340525000},"page":"143-151","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Effort Estimation for Redmine Tickets Using Machine Learning"],"prefix":"10.1007","author":[{"given":"Tran Thu","family":"Thuy","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6033-6484","authenticated-orcid":false,"given":"Phan Duy","family":"Hung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,9,15]]},"reference":[{"unstructured":"Project Management Institute. A guide to the project management body of knowledge (PMBOK\u00ae Guide), sixth edition (2017)","key":"15_CR1"},{"unstructured":"Bourque, P., Fairley, R.E.: Guide to the Software Engineering Body of Knowledge, SWEBOK V3.0 (2014)","key":"15_CR2"},{"unstructured":"Johnivan, J.R.: Best Agile Development Methodology & Principles for 2023. https:\/\/project-management.com\/agile-software-development-methodologies\/. Accessed 11 Oct 2023","key":"15_CR3"},{"issue":"1","key":"15_CR4","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1002\/spe.3009","volume":"52","author":"Y Mahmood","year":"2022","unstructured":"Mahmood, Y., Kama, N., Azmi, A., Khan, A.S., Ali, M.: Software effort estimation accuracy prediction of machine learning techniques: a systematic performance evaluation. Softw. Pract. Experience 52(1), 39\u201365 (2022)","journal-title":"Softw. Pract. Experience"},{"unstructured":"Boehm, B.W.: Software Engineering Economics, 1st edn. (1981)","key":"15_CR5"},{"doi-asserted-by":"publisher","unstructured":"Bajta, M.E., Idri, A.: Identifying software cost attributes of software project management in global software development: an integrative framework. In: Proceedings of the 13th International Conference on Intelligent Systems: Theories and Applications (SITA 2020), Article 39, pp. 1\u20135. Association for Computing Machinery, New York (2020). https:\/\/doi.org\/10.1145\/3419604.3419780","key":"15_CR6","DOI":"10.1145\/3419604.3419780"},{"issue":"5","key":"15_CR7","doi-asserted-by":"publisher","first-page":"2487","DOI":"10.1007\/s41870-022-00962-5","volume":"14","author":"S Sharma","year":"2022","unstructured":"Sharma, S., Vijayvargiya, S.: Modeling of software project effort estimation: a comparative performance evaluation of optimized soft computing-based methods. Int. J. Inf. Technol. 14(5), 2487\u20132496 (2022). https:\/\/doi.org\/10.1007\/s41870-022-00962-5","journal-title":"Int. J. Inf. Technol."},{"issue":"2","key":"15_CR8","doi-asserted-by":"publisher","first-page":"837","DOI":"10.47836\/pjst.29.2.08","volume":"29","author":"P Sudarmaningtyas","year":"2021","unstructured":"Sudarmaningtyas, P., Mohamed, R.: A review article on software effort estimation in agile methodology. Pertanika J. Sci. Technol. 29(2), 837\u2013861 (2021). https:\/\/doi.org\/10.47836\/pjst.29.2.08","journal-title":"Pertanika J. Sci. Technol."},{"key":"15_CR9","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1016\/j.procs.2019.01.042","volume":"148","author":"Z Abdelali","year":"2019","unstructured":"Abdelali, Z., Mustapha, H., Abdelwahed, N.: Investigating the use of random forest in software effort estimation. Procedia Comput. Sci. 148, 343\u2013352 (2019). https:\/\/doi.org\/10.1016\/j.procs.2019.01.042","journal-title":"Procedia Comput. Sci."},{"key":"15_CR10","volume-title":"Data Science & Big Data Analytics","author":"D Dietrich","year":"2015","unstructured":"Dietrich, D., Heller, B.: Data Science & Big Data Analytics. Wiley, Hoboken (2015)"},{"doi-asserted-by":"publisher","unstructured":"Zhang, Z., Wu, Z.: Improved TF-IDF algorithm combined with multiple factors. In: Proceedings of the 3rd International Conference on Applied Machine Learning (ICAML), Changsha, China, pp. 492\u2013495 (2021). https:\/\/doi.org\/10.1109\/ICAML54311.2021.00109","key":"15_CR11","DOI":"10.1109\/ICAML54311.2021.00109"},{"issue":"5","key":"15_CR12","doi-asserted-by":"publisher","first-page":"5457","DOI":"10.1007\/s10489-021-02524-x","volume":"52","author":"H Zhou","year":"2021","unstructured":"Zhou, H., Wang, X., Zhu, R.: Feature selection based on mutual information with correlation coefficient. Appl. Intell. 52(5), 5457\u20135474 (2021). https:\/\/doi.org\/10.1007\/s10489-021-02524-x","journal-title":"Appl. Intell."},{"issue":"2","key":"15_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s42452-021-04148-9","volume":"3","author":"M Saarela","year":"2021","unstructured":"Saarela, M., Jauhiainen, S.: Comparison of feature importance measures as explanations for classification models. SN Appl. Sci. 3(2), 1\u201312 (2021). https:\/\/doi.org\/10.1007\/s42452-021-04148-9","journal-title":"SN Appl. Sci."},{"key":"15_CR14","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1007\/978-1-4842-4470-8_26","volume-title":"Building Machine Learning and Deep Learning Models on Google Cloud Platform: A Comprehensive Guide for Beginners","author":"E Bisong","year":"2019","unstructured":"Bisong, E.: Principal component analysis (PCA). In: Bisong, E. (ed.) Building Machine Learning and Deep Learning Models on Google Cloud Platform: A Comprehensive Guide for Beginners, pp. 319\u2013324. Apress, Berkeley (2019). https:\/\/doi.org\/10.1007\/978-1-4842-4470-8_26"},{"doi-asserted-by":"publisher","unstructured":"Linh, N.D., Hung, P.D., Diep, V.T., Tung, T.D.: Risk management in projects based on open-source software. In: Proceedings of the 2019 8th International Conference on Software and Computer Applications (ICSCA 2019), pp. 178\u2013183. Association for Computing Machinery, New York (2019). https:\/\/doi.org\/10.1145\/3316615.3316648","key":"15_CR15","DOI":"10.1145\/3316615.3316648"},{"doi-asserted-by":"publisher","unstructured":"Cuong, L.G., Hung, P.D., Vinh, B.T.: Migrating Vietnam offshore into agile. In: Proceedings of the 9th International Symposium on Information and Communication Technology (SoICT 2018), pp. 329\u2013336. Association for Computing Machinery, New York (2018). https:\/\/doi.org\/10.1145\/3287921.3287924","key":"15_CR16","DOI":"10.1145\/3287921.3287924"},{"doi-asserted-by":"publisher","unstructured":"Tae, C.M., Hung, P.D., Huynh, L.D.: Risk management for software projects in banking. In: Proceedings of the 2020 the 6th International Conference on E-Business and Applications (ICEBA 2020), pp. 65\u201369. Association for Computing Machinery, New York (2020). https:\/\/doi.org\/10.1145\/3387263.3387268","key":"15_CR17","DOI":"10.1145\/3387263.3387268"},{"doi-asserted-by":"publisher","unstructured":"Cuong, L.G., Hung, P.D., Bach, N.L., Tung, T.D.: Risk management for agile projects in offshore Vietnam. In: Proceedings of the 10th International Symposium on Information and Communication Technology (SoICT 2019), pp. 377\u2013384. Association for Computing Machinery, New York (2019). https:\/\/doi.org\/10.1145\/3368926.3369718","key":"15_CR18","DOI":"10.1145\/3368926.3369718"}],"container-title":["Lecture Notes in Computer Science","Cooperative Design, Visualization, and Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-71315-6_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,14]],"date-time":"2024-09-14T19:03:52Z","timestamp":1726340632000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-71315-6_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031713149","9783031713156"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-71315-6_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"15 September 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CDVE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Cooperative Design, Visualization and Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Valencia","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","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":"15 September 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"cdve2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.cdve.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}