{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,24]],"date-time":"2025-05-24T05:05:27Z","timestamp":1748063127655},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030299828"},{"type":"electronic","value":"9783030299835"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-29983-5_6","type":"book-chapter","created":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T23:02:43Z","timestamp":1567378963000},"page":"88-96","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["What Quality Attributes Can We Find in Product Backlogs? A Machine Learning Perspective"],"prefix":"10.1007","author":[{"given":"Matthias","family":"Galster","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabian","family":"Gilson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fran\u00e7ois","family":"Georis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,9,2]]},"reference":[{"key":"6_CR1","volume-title":"Software Architecture in Practice","author":"L Bass","year":"2012","unstructured":"Bass, L., Clements, P., Kazman, R.: Software Architecture in Practice. Addison-Wesley, Boston (2012)"},{"issue":"5","key":"6_CR2","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1109\/MS.2015.35","volume":"32","author":"S Bellomo","year":"2015","unstructured":"Bellomo, S., Gorton, I., Kazman, R.: Toward agile architecture: Insights from 15 years of ATAM. IEEE Softw. 32(5), 38\u201345 (2015)","journal-title":"IEEE Softw."},{"key":"6_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1007\/978-3-319-65831-5_10","volume-title":"Software Architecture","author":"M Bhat","year":"2017","unstructured":"Bhat, M., Shumaiev, K., Biesdorf, A., Hohenstein, U., Matthes, F.: Automatic extraction of design decisions from issue management systems: a machine learning based approach. In: Lopes, A., de Lemos, R. (eds.) ECSA 2017. LNCS, vol. 10475, pp. 138\u2013154. Springer, Cham (2017). \n                      https:\/\/doi.org\/10.1007\/978-3-319-65831-5_10"},{"key":"6_CR4","first-page":"1","volume":"1","author":"M Binkhonain","year":"2019","unstructured":"Binkhonain, M., Zhao, L.: A review of machine learning algorithms for identification and classification of non-functional requirements. Expert Syst. Appl.: X 1, 1\u201313 (2019)","journal-title":"Expert Syst. Appl.: X"},{"key":"6_CR5","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.infsof.2018.12.007","volume":"110","author":"F Dalpiaz","year":"2019","unstructured":"Dalpiaz, F., van der Schalk, I., Brinkkemper, S., Aydemir, F.B., Lucassen, G.: Detecting terminological ambiguity in user stories: tool and experimentation. Inf. Softw. Technol. 110, 3\u201316 (2019)","journal-title":"Inf. Softw. Technol."},{"doi-asserted-by":"crossref","unstructured":"Deocadez, R., Harrison, R., Rodriguez, D.: Automatically classifying requirements from app stores: a preliminary study. In: Fourth International Workshop on Artificial Intelligence for Requirements Engineering (AIRE). IEEE (2017)","key":"6_CR6","DOI":"10.1109\/REW.2017.58"},{"issue":"10","key":"6_CR7","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1145\/2347736.2347755","volume":"55","author":"P Domingos","year":"2012","unstructured":"Domingos, P.: A few useful things to know about machine learning. Commun. ACM 55(10), 78\u201387 (2012)","journal-title":"Commun. ACM"},{"doi-asserted-by":"crossref","unstructured":"Galster, M., Angelov, S., Mart\u00ednez-Fern\u00e1ndez, S., Tofan, D.: Reference architectures in scrum: friends or foes? In: Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC\/FSE), pp. 896\u2013901. ACM (2017)","key":"6_CR8","DOI":"10.1145\/3106237.3117773"},{"doi-asserted-by":"crossref","unstructured":"Gilson, F., Galster, M., Georis, F.: Extracting quality attributes from user stories for early architecture decision making. In: International Workshop on Decision Making in Software Architecture (MARCH), pp. 1\u20138. IEEE (2019)","key":"6_CR9","DOI":"10.1109\/ICSA-C.2019.00031"},{"unstructured":"ISO\/IEC: ISO\/IEC 25010 system and software quality models. Technical report, International Organization for Standardization\/International Electrotechnical Commission (2010)","key":"6_CR10"},{"doi-asserted-by":"crossref","unstructured":"Koziolek, A.: Architecture-driven quality requirements prioritization. In: IEEE International Workshop on the Twin Peaks of Requirements and Architecture (TwinPeaks), pp. 1\u20135. IEEE (2012)","key":"6_CR11","DOI":"10.1109\/TwinPeaks.2012.6344554"},{"doi-asserted-by":"crossref","unstructured":"Lu, M., Liang, P.: Automatic classification of non-functional requirements from augmented app user reviews. In: International Conference on Evaluation and Assessment in Software Engineering (EASE), pp. 344\u2013353. ACM (2017)","key":"6_CR12","DOI":"10.1145\/3084226.3084241"},{"doi-asserted-by":"crossref","unstructured":"Martensson, T., Martini, A., Stahl, D., Bosch, J.: Continuous architecture: towards the goldilocks zone and away from vicious circles. In: International Conference on Software Architecture (ICSA), pp. 131\u2013140. IEEE (2019)","key":"6_CR13","DOI":"10.1109\/ICSA.2019.00022"},{"doi-asserted-by":"crossref","unstructured":"Shahbazian, A., Lee, Y.K., Le, D., Brun, Y., Medvidovic, N.: Recovering architectural design decisions. In: International Conference on Software Architecture (ICSA), pp. 95\u2013104. IEEE (2018)","key":"6_CR14","DOI":"10.1109\/ICSA.2018.00019"},{"doi-asserted-by":"crossref","unstructured":"Soliman, M., Galster, M., Riebisch, M.: Developing an ontology for architecture knowledge from developer communities. In: International Conference on Software Architecture (ICSA), pp. 89\u201392. IEEE (2017)","key":"6_CR15","DOI":"10.1109\/ICSA.2017.31"},{"unstructured":"Waterman, M., Noble, J., Allan, G.: How much up-front? A grounded theory of agile architecture. In: International Conference on Software Engineering (ICSE), pp. 347\u2013357. IEEE (2017)","key":"6_CR16"}],"container-title":["Lecture Notes in Computer Science","Software Architecture"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-29983-5_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T23:29:23Z","timestamp":1567380563000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-29983-5_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030299828","9783030299835"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-29983-5_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"2 September 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Software Architecture","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Paris","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 September 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 September 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ecsa2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ecsa2019.univ-lille.fr\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"63","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"11","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"17% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3-4","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}