{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,28]],"date-time":"2026-01-28T20:19:26Z","timestamp":1769631566106,"version":"3.49.0"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030291563","type":"print"},{"value":"9783030291570","type":"electronic"}],"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\/978-3-030-29157-0_8","type":"book-chapter","created":{"date-parts":[[2019,8,12]],"date-time":"2019-08-12T11:02:49Z","timestamp":1565607769000},"page":"173-193","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Simplifying the Classification of App Reviews Using Only Lexical Features"],"prefix":"10.1007","author":[{"given":"Faiz Ali","family":"Shah","sequence":"first","affiliation":[]},{"given":"Kairit","family":"Sirts","sequence":"additional","affiliation":[]},{"given":"Dietmar","family":"Pfahl","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,8,13]]},"reference":[{"key":"8_CR1","doi-asserted-by":"crossref","unstructured":"Chen, N., Lin, J., Hoi, S.C.H., Xiao, X., Zhang, B.: AR-miner: mining informative reviews for developers from mobile app marketplace. In: Proceedings of the ICSE 2014, pp. 767\u2013778. ACM Press (2014)","DOI":"10.1145\/2568225.2568263"},{"issue":"Aug","key":"8_CR2","first-page":"2493","volume":"12","author":"R Collobert","year":"2011","unstructured":"Collobert, R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., Kuksa, P.: Natural language processing (almost) from scratch. J. Mach. Learn. Res. 12(Aug), 2493\u20132537 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"8_CR3","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1007\/978-3-319-73618-1_16","volume-title":"Natural Language Processing and Chinese Computing","author":"J Du","year":"2018","unstructured":"Du, J., Gui, L., Xu, R., He, Y.: A convolutional attention model for text classification. In: Huang, X., Jiang, J., Zhao, D., Feng, Y., Hong, Y. (eds.) NLPCC 2017. LNCS (LNAI), vol. 10619, pp. 183\u2013195. Springer, Cham (2018). \n                    https:\/\/doi.org\/10.1007\/978-3-319-73618-1_16"},{"key":"8_CR4","doi-asserted-by":"publisher","unstructured":"Fu, W., Menzies, T.: Easy over hard: a case study on deep learning. In: Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, ESEC\/FSE 2017, pp. 49\u201360. ACM, New York (2017). \n                    https:\/\/doi.org\/10.1145\/3106237.3106256\n                    \n                  , \n                    http:\/\/doi.acm.org\/10.1145\/3106237.3106256","DOI":"10.1145\/3106237.3106256"},{"key":"8_CR5","doi-asserted-by":"publisher","unstructured":"Gao, C., Zeng, J., Lo, D., Lin, C.Y., Lyu, M.R., King, I.: Infar: insight extraction from app reviews. In: Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC\/FSE 2018, pp. 904\u2013907. ACM, New York (2018). \n                    https:\/\/doi.org\/10.1145\/3236024.3264595\n                    \n                  , \n                    http:\/\/doi.acm.org\/10.1145\/3236024.3264595","DOI":"10.1145\/3236024.3264595"},{"key":"8_CR6","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1016\/j.jss.2016.11.027","volume":"125","author":"N Genc-Nayebi","year":"2017","unstructured":"Genc-Nayebi, N., Abran, A.: A systematic literature review: opinion mining studies from mobile app store user reviews. J. Syst. Softw. 125, 207\u2013219 (2017)","journal-title":"J. Syst. Softw."},{"key":"8_CR7","doi-asserted-by":"publisher","unstructured":"Gu, X., Kim, S.: What parts of your apps are loved by users? In: 2015 30th IEEE\/ACM International Conference on Automated Software Engineering (ASE), pp. 760\u2013770, November 2015. \n                    https:\/\/doi.org\/10.1109\/ASE.2015.57","DOI":"10.1109\/ASE.2015.57"},{"key":"8_CR8","doi-asserted-by":"crossref","unstructured":"Iacob, C., Harrison, R.: Retrieving and analyzing mobile apps feature requests from online reviews. In: Proceedings of the 10th Working Conference on Mining Software Repositories, pp. 41\u201344. IEEE Press (2013)","DOI":"10.1109\/MSR.2013.6624001"},{"key":"8_CR9","series-title":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/978-3-319-05452-0_4","volume-title":"Mobile Computing, Applications, and Services","author":"C Iacob","year":"2014","unstructured":"Iacob, C., Harrison, R., Faily, S.: Online reviews as first class artifacts in mobile app development. In: Memmi, G., Blanke, U. (eds.) MobiCASE 2013. LNICST, vol. 130, pp. 47\u201353. Springer, Cham (2014). \n                    https:\/\/doi.org\/10.1007\/978-3-319-05452-0_4"},{"key":"8_CR10","doi-asserted-by":"crossref","unstructured":"Kim, Y.: Convolutional neural networks for sentence classification. In: Proceedings of the EMNLP 2014, pp. 1746\u20131751. ACL (2014)","DOI":"10.3115\/v1\/D14-1181"},{"issue":"10","key":"8_CR11","doi-asserted-by":"publisher","first-page":"3797","DOI":"10.1007\/s10489-018-1176-4","volume":"48","author":"T Liu","year":"2018","unstructured":"Liu, T., Yu, S., Xu, B., Yin, H.: Recurrent networks with attention and convolutional networks for sentence representation and classification. Appl. Intell. 48(10), 3797\u20133806 (2018)","journal-title":"Appl. Intell."},{"key":"8_CR12","doi-asserted-by":"publisher","unstructured":"Lu, M., Liang, P.: Automatic classification of non-functional requirements from augmented app user reviews. In: Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering, EASE 2017, pp. 344\u2013353. ACM, New York (2017). \n                    https:\/\/doi.org\/10.1145\/3084226.3084241\n                    \n                  , \n                    http:\/\/doi.acm.org\/10.1145\/3084226.3084241","DOI":"10.1145\/3084226.3084241"},{"key":"8_CR13","doi-asserted-by":"crossref","unstructured":"Maalej, W., Nabil, H.: Bug report, feature request, or simply praise? On automatically classifying app reviews. In: Proceedings of RE 2015, pp. 116\u2013125. IEEE, August 2015","DOI":"10.1109\/RE.2015.7320414"},{"issue":"9","key":"8_CR14","doi-asserted-by":"publisher","first-page":"817","DOI":"10.1109\/TSE.2016.2630689","volume":"43","author":"W Martin","year":"2017","unstructured":"Martin, W., Sarro, F., Jia, Y., Zhang, Y., Harman, M.: A survey of app store analysis for software engineering. IEEE Trans. Softw. Eng. 43(9), 817\u2013847 (2017)","journal-title":"IEEE Trans. Softw. Eng."},{"issue":"3","key":"8_CR15","doi-asserted-by":"publisher","first-page":"1067","DOI":"10.1007\/s10664-015-9375-7","volume":"21","author":"S McIlroy","year":"2016","unstructured":"McIlroy, S., Ali, N., Khalid, H., Hassan, A.E.: Analyzing and automatically labelling the types of user issues that are raised in mobile app reviews. Empir. Softw. Eng. 21(3), 1067\u20131106 (2016)","journal-title":"Empir. Softw. Eng."},{"key":"8_CR16","unstructured":"Mikolov, T., Chen, K., Corrado, G., Dean, J.: Efficient estimation of word representations in vector space. arXiv preprint \n                    arXiv:1301.3781\n                    \n                   (2013)"},{"key":"8_CR17","doi-asserted-by":"crossref","unstructured":"Pagano, D., Maalej, W.: User feedback in the appstore: an empirical study. In: Proceedings of RE 2013, pp. 125\u2013134 (2013)","DOI":"10.1109\/RE.2013.6636712"},{"key":"8_CR18","doi-asserted-by":"publisher","unstructured":"Panichella, S., Di Sorbo, A., Guzman, E., Visaggio, C.A., Canfora, G., Gall, H.C.: How can i improve my app? Classifying user reviews for software maintenance and evolution. In: Proceedings of the 2015 IEEE International Conference on Software Maintenance and Evolution (ICSME), ICSME 2015, pp. 281\u2013290. IEEE Computer Society, Washington, D.C. (2015). \n                    https:\/\/doi.org\/10.1109\/ICSM.2015.7332474\n                    \n                  , \n                    http:\/\/dx.doi.org\/10.1109\/ICSM.2015.7332474","DOI":"10.1109\/ICSM.2015.7332474"},{"key":"8_CR19","doi-asserted-by":"publisher","unstructured":"Shah, F.A., Sirts, K., Pfahl, D.: Simple app review classification with only lexical features. In: Proceedings of the 13th International Conference on Software Technologies, ICSOFT, vol. 1, pp. 112\u2013119. INSTICC, SciTePress (2018). \n                    https:\/\/doi.org\/10.5220\/0006855901460153","DOI":"10.5220\/0006855901460153"},{"key":"8_CR20","unstructured":"Socher, R., Lin, C.C.Y., Ng, A.Y., Manning, C.D.: Parsing natural scenes and natural language with recursive neural networks. In: Proceedings of the 28th International Conference on International Conference on Machine Learning, ICML 2011, pp. 129\u2013136. Omnipress, Madison (2011). \n                    http:\/\/dl.acm.org\/citation.cfm?id=3104482.3104499"},{"key":"8_CR21","doi-asserted-by":"publisher","unstructured":"Sorbo, A.D., Panichella, S., Alexandru, C.V., Visaggio, C.A., Canfora, G.: Surf: summarizer of user reviews feedback. In: 2017 IEEE\/ACM 39th International Conference on Software Engineering Companion (ICSE-C), pp. 55\u201358, May 2017. \n                    https:\/\/doi.org\/10.1109\/ICSE-C.2017.5","DOI":"10.1109\/ICSE-C.2017.5"},{"key":"8_CR22","doi-asserted-by":"crossref","unstructured":"Villarroel, L., Bavota, G., Russo, B., Oliveto, R., Di Penta, M.: Release planning of mobile apps based on user reviews. In: Proceedings of the ICSE 2016, pp. 14\u201324. ACM (2016)","DOI":"10.1145\/2884781.2884818"},{"key":"8_CR23","doi-asserted-by":"crossref","unstructured":"Yang, Z., Yang, D., Dyer, C., He, X., Smola, A., Hovy, E.: Hierarchical attention networks for document classification. In: Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp. 1480\u20131489 (2016)","DOI":"10.18653\/v1\/N16-1174"}],"container-title":["Communications in Computer and Information Science","Software Technologies"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-29157-0_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,12]],"date-time":"2019-08-12T11:06:36Z","timestamp":1565607996000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-29157-0_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030291563","9783030291570"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-29157-0_8","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"13 August 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICSOFT","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Software Technologies","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Porto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 July 2018","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":"icsoft2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.icsoft.org\/?y=2018","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Primoris","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"117","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":"26","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":"37","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":"22% - 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":"4","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":"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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}