{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:50:40Z","timestamp":1740124240954,"version":"3.37.3"},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2021,10,29]],"date-time":"2021-10-29T00:00:00Z","timestamp":1635465600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,10,29]],"date-time":"2021-10-29T00:00:00Z","timestamp":1635465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Commerce Research Grant"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Software Qual J"],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1007\/s11219-021-09570-1","type":"journal-article","created":{"date-parts":[[2021,10,29]],"date-time":"2021-10-29T09:06:47Z","timestamp":1635498407000},"page":"483-512","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Automatically generating taxonomy for grouping app reviews \u2014 a study of three apps"],"prefix":"10.1007","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6897-0335","authenticated-orcid":false,"given":"Saurabh","family":"Malgaonkar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sherlock A.","family":"Licorish","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bastin Tony Roy","family":"Savarimuthu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,10,29]]},"reference":[{"key":"9570_CR1","doi-asserted-by":"crossref","unstructured":"Aggarwal, C., & Zhai, C. (2012). Mining text data: Springer Science Business Media.","DOI":"10.1007\/978-1-4614-3223-4"},{"key":"9570_CR2","doi-asserted-by":"crossref","unstructured":"Archak, N., Ghose, A., & Ipeirotis, P. G. (2007). Show me the money!: Deriving the pricing power of product features by mining consumer reviews. In Proceedings of the 13th ACM SIGKDD International Conference on Knowledge discovery and Data Mining\u00a0(pp. 56\u201365): ACM.","DOI":"10.1145\/1281192.1281202"},{"key":"9570_CR3","doi-asserted-by":"publisher","first-page":"185619","DOI":"10.1109\/ACCESS.2020.3029634","volume":"8","author":"N Aslam","year":"2020","unstructured":"Aslam, N., Ramay, W. Y., Xia, K., & Sarwar, N. (2020). Convolutional neural network based classification of app reviews. IEEE Access, 8, 185619\u2013185628. https:\/\/doi.org\/10.1109\/ACCESS.2020.3029634","journal-title":"IEEE Access"},{"key":"9570_CR4","unstructured":"Boehm, B., & Port, D. (2001). Educating software engineering students to manage risk. In Proceedings of the 23rd International Conference on Software Engineering\u00a0(pp. 591\u2013600): IEEE Computer Society."},{"issue":"7","key":"9570_CR5","doi-asserted-by":"publisher","first-page":"977","DOI":"10.1109\/TKDE.2010.172","volume":"23","author":"D Bollegala","year":"2011","unstructured":"Bollegala, D., Matsuo, Y., & Ishizuka, M. (2011). A web search engine-based approach to measure semantic similarity between words. IEEE Transactions on Knowledge and Data Engineering, 23(7), 977\u2013990.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"9570_CR6","doi-asserted-by":"crossref","unstructured":"Boutkova, E. (2011). Experience with variability management in requirement specifications. In 15th International Software Product Line Conference (SPLC)\u00a0(pp. 303\u2013312): IEEE.","DOI":"10.1109\/SPLC.2011.35"},{"issue":"2","key":"9570_CR7","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1017\/S1351324999002181","volume":"5","author":"RF Bruce","year":"1999","unstructured":"Bruce, R. F., & Wiebe, J. M. (1999). Recognizing subjectivity: A case study in manual tagging. Natural Language Engineering, 5(2), 187\u2013205.","journal-title":"Natural Language Engineering"},{"issue":"14","key":"9570_CR8","doi-asserted-by":"publisher","first-page":"877","DOI":"10.1016\/S0010-4485(00)00076-2","volume":"32","author":"G Brunetti","year":"2000","unstructured":"Brunetti, G., & Golob, B. (2000). A feature-based approach towards an integrated product model including conceptual design information. Computer-Aided Design, 32(14), 877\u2013887.","journal-title":"Computer-Aided Design"},{"issue":"3","key":"9570_CR9","doi-asserted-by":"publisher","first-page":"510","DOI":"10.3758\/BF03193020","volume":"39","author":"JA Bullinaria","year":"2007","unstructured":"Bullinaria, J. A., & Levy, J. P. (2007). Extracting semantic representations from word co-occurrence statistics: A computational study. Behavior Research Methods, 39(3), 510\u2013526.","journal-title":"Behavior Research Methods"},{"key":"9570_CR10","doi-asserted-by":"crossref","unstructured":"Chaniotaki, A. M., & Sharma, T. (2021). Architecture smells and Pareto principle: A preliminary empirical exploration.\u00a02021 IEEE\/ACM 18th International Conference on Mining Software Repositories (MSR)\u00a0(pp. 190\u2013194).","DOI":"10.1109\/MSR52588.2021.00031"},{"key":"9570_CR11","doi-asserted-by":"crossref","unstructured":"Chen, N., Lin, J., Hoi, S. C. H., Xiao, X., & Zhang, B. (2014). AR-miner: Mining informative reviews for developers from mobile app marketplace. Paper presented at the 36th International Conference on Software Engineering, Hyderabad, India.","DOI":"10.1145\/2568225.2568263"},{"key":"9570_CR12","doi-asserted-by":"crossref","unstructured":"Ciurumelea, A., Panichella, S., & Gall, H. C. (2018). Poster: Automated user reviews analyser. In 2018 IEEE\/ACM 40th International Conference on Software Engineering: Companion (ICSE-Companion)\u00a0(pp. 317\u2013318).","DOI":"10.1145\/3183440.3194988"},{"issue":"5","key":"9570_CR13","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1109\/TSE.2004.10","volume":"30","author":"LM Cysneiros","year":"2004","unstructured":"Cysneiros, L. M., & do Prado Leite, J. C. S. (2004). Nonfunctional requirements: From elicitation to conceptual models. Ieee Transactions on Software Engineering, 30(5), 328\u2013350.","journal-title":"Ieee Transactions on Software Engineering"},{"key":"9570_CR14","doi-asserted-by":"publisher","unstructured":"Dhinakaran, V. T., Pulle, R., Ajmeri, N., & Murukannaiah, P. K. (2018). App review analysis via active learning: reducing supervision effort without compromising classification accuracy. In 2018 IEEE 26th International Requirements Engineering Conference (RE)\u00a0(pp. 170\u2013181). https:\/\/doi.org\/10.1109\/RE.2018.00026","DOI":"10.1109\/RE.2018.00026"},{"key":"9570_CR15","doi-asserted-by":"crossref","unstructured":"Di Sorbo, A., Panichella, S., Alexandru, C. V., Shimagaki, J., Visaggio, C. A., Canfora, G., et al. (2016). What would users change in my app? Summarizing app reviews for recommending software changes. In Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering\u00a0(pp. 499\u2013510): ACM.","DOI":"10.1145\/2950290.2950299"},{"key":"9570_CR16","doi-asserted-by":"publisher","unstructured":"Di Sorbo, A., Panichella, S., Alexandru, C. V., Visaggio, C. A., & Canfora, G. (2017). SURF: summarizer of user reviews feedback. In 2017 IEEE\/ACM 39th International Conference on Software Engineering Companion (ICSE-C) pp. 55-58. https:\/\/doi.org\/10.1109\/ICSE-C.2017.5. https:\/\/ieeexplore.ieee.org\/abstract\/document\/7965256","DOI":"10.1109\/ICSE-C.2017.5"},{"issue":"3","key":"9570_CR17","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1177\/001316447303300309","volume":"33","author":"JL Fleiss","year":"1973","unstructured":"Fleiss, J. L., & Cohen, J. (1973). The equivalence of weighted kappa and the intraclass correlation coefficient as measures of reliability. Educational and Psychological Measurement, 33(3), 613\u2013619.","journal-title":"Educational and Psychological Measurement"},{"key":"9570_CR18","doi-asserted-by":"crossref","unstructured":"Gao, C., Wang, B., He, P., Zhu, J., Zhou, Y., & Lyu, M. R. (2015). PAID: Prioritizing app issues for developers by tracking user reviews over versions. In\u00a02015 IEEE 26th International Symposium on Software Reliability Engineering (ISSRE)\u00a0(pp. 35\u201345).","DOI":"10.1109\/ISSRE.2015.7381797"},{"key":"9570_CR19","unstructured":"Gonz\u00e1lez-Carvajal, S., & Garrido-Merch\u00e1n, E. C. (2020). Comparing BERT against traditional machine learning text classification. arXiv preprint arXiv:2005.13012."},{"key":"9570_CR20","unstructured":"Haji\u010d, J., Raab, J., & Spousta, M. (2009). Semi-supervised training for the averaged perceptron POS tagger. In Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics\u00a0(pp. 763\u2013771): Association for Computational Linguistics."},{"key":"9570_CR21","doi-asserted-by":"publisher","first-page":"62042","DOI":"10.1109\/ACCESS.2019.2915604","volume":"7","author":"I Illahi","year":"2019","unstructured":"Illahi, I., Liu, H., Umer, Q., & Zaidi, S. A. H. (2019). An empirical study on competitive crowdsource software development: Motivating and inhibiting factors. IEEE Access, 7, 62042\u201362057. https:\/\/doi.org\/10.1109\/ACCESS.2019.2915604","journal-title":"IEEE Access"},{"key":"9570_CR22","doi-asserted-by":"publisher","unstructured":"Jiang, H., Zhang, J., Li, X., Ren, Z., Lo, D., Wu, X., et al. (2019). Recommending new features from mobile app descriptions. ACM Transactions on Software Engineering and Methodology (TOSEM), 28(4), Article 22. https:\/\/doi.org\/10.1145\/3344158","DOI":"10.1145\/3344158"},{"key":"9570_CR23","unstructured":"Jiang, J. J., & Conrath, D. W. (1997). Semantic similarity based on corpus statistics and lexical taxonomy. arXiv preprint cmp-lg\/9709008."},{"issue":"1","key":"9570_CR24","first-page":"41","volume":"24","author":"Y Karov","year":"1998","unstructured":"Karov, Y., & Edelman, S. (1998). Similarity-based word sense disambiguation. Computational Linguistics, 24(1), 41\u201359.","journal-title":"Computational Linguistics"},{"key":"9570_CR25","unstructured":"Kiremire, A. R. (2011). The application of the pareto principle in software engineering. Consulted January, 13, 2016."},{"key":"9570_CR26","unstructured":"Ko, Y., Park, S., & Seo, J. (2000). Web-based requirements elicitation supporting system using requirements categorization. In Proceedings of Twelfth International Conference on Software Engineering and Knowledge Engineering (SEKE 2000), Chicago, USA\u00a0(pp. 344\u2013351)."},{"issue":"7","key":"9570_CR27","doi-asserted-by":"publisher","first-page":"3470","DOI":"10.1016\/j.eswa.2014.12.015","volume":"42","author":"M Konkol","year":"2015","unstructured":"Konkol, M., Brychc\u00edn, T., & Konop\u00edk, M. (2015). Latent semantics in named entity recognition. Expert Systems with Applications, 42(7), 3470\u20133479.","journal-title":"Expert Systems with Applications"},{"issue":"3","key":"9570_CR28","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1080\/00220973.1966.11010940","volume":"34","author":"RP Kropp","year":"1966","unstructured":"Kropp, R. P., Stoker, H. W., & Bashaw, W. (1966). The validation of the taxonomy of educational objectives. The Journal of Experimental Education, 34(3), 69\u201376.","journal-title":"The Journal of Experimental Education"},{"key":"9570_CR29","doi-asserted-by":"crossref","unstructured":"Leacock, C., & Chodorow, M. (1998). Combining local context and WordNet similarity for word sense identification. WordNet: An electronic lexical database, 49(2), 265\u2013283.","DOI":"10.7551\/mitpress\/7287.003.0018"},{"key":"9570_CR30","doi-asserted-by":"crossref","unstructured":"Licorish, S. A., Savarimuthu, B. T. R., & Keertipati, S. (2017). Attributes that predict which features to fix: Lessons for app store mining. Paper presented at the 21st International Conference on Evaluation and Assessment in Software Engineering, Karlskrona, Sweden.","DOI":"10.1145\/3084226.3084246"},{"issue":"3","key":"9570_CR31","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1007\/s00766-016-0251-9","volume":"21","author":"W Maalej","year":"2016","unstructured":"Maalej, W., Kurtanovi\u0107, Z., Nabil, H., & Stanik, C. (2016). On the automatic classification of app reviews. Requirements Engineering, 21(3), 311\u2013331. https:\/\/doi.org\/10.1007\/s00766-016-0251-9","journal-title":"Requirements Engineering"},{"issue":"4","key":"9570_CR32","doi-asserted-by":"publisher","first-page":"935","DOI":"10.1007\/s10462-012-9349-8","volume":"42","author":"J Martinez-Gil","year":"2014","unstructured":"Martinez-Gil, J. (2014). An overview of textual semantic similarity measures based on web intelligence. Artificial Intelligence Review, 42(4), 935\u2013943.","journal-title":"Artificial Intelligence Review"},{"key":"9570_CR33","first-page":"159","volume":"1","author":"P Mayring","year":"2004","unstructured":"Mayring, P. (2004). Qualitative content analysis. A Companion to Qualitative Research, 1, 159\u2013176.","journal-title":"A Companion to Qualitative Research"},{"key":"9570_CR34","unstructured":"Mihalcea, R., Corley, C., & Strapparava, C. (2006). Corpus-based and knowledge-based measures of text semantic similarity. In AAAI\u00a0(Vol. 6, pp. 775\u2013780)."},{"issue":"3","key":"9570_CR35","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3439726","volume":"54","author":"S Minaee","year":"2021","unstructured":"Minaee, S., Kalchbrenner, N., Cambria, E., Nikzad, N., Chenaghlu, M., & Gao, J. (2021). Deep learning-based text classification: A comprehensive review. ACM Computing Surveys (CSUR), 54(3), 1\u201340.","journal-title":"ACM Computing Surveys (CSUR)"},{"key":"9570_CR36","doi-asserted-by":"publisher","unstructured":"Pagano, D., & Maalej, W. (2013) User feedback in the appstore: An empirical study. In 2013 21st IEEE International Requirements Engineering Conference (RE)\u00a0(pp. 125\u2013134). https:\/\/doi.org\/10.1109\/RE.2013.6636712","DOI":"10.1109\/RE.2013.6636712"},{"key":"9570_CR37","doi-asserted-by":"crossref","unstructured":"Panichella, S., Di Sorbo, A., Guzman, E., Visaggio, C. A., Canfora, G., & Gall, H. C. (2016). Ardoc: App reviews development oriented classifier. In Proceedings of the 2016 24th ACM SIGSOFT international symposium on foundations of software engineering\u00a0(pp. 1023\u20131027): ACM.","DOI":"10.1145\/2950290.2983938"},{"key":"9570_CR38","doi-asserted-by":"publisher","unstructured":"Panichella, S., Sorbo, A. D., Guzman, E., Visaggio, C. A., Canfora, G., & Gall, H. C. (2015). How can I improve my app? Classifying user reviews for software maintenance and evolution. In 2015 IEEE International Conference on Software Maintenance and Evolution (ICSME)\u00a0(pp. 281\u2013290). https:\/\/doi.org\/10.1109\/ICSM.2015.7332474","DOI":"10.1109\/ICSM.2015.7332474"},{"key":"9570_CR39","doi-asserted-by":"crossref","unstructured":"Pennington, J., Socher, R., & Manning, C. (2014). Glove: Global vectors for word representation. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)\u00a0(pp. 1532\u20131543).","DOI":"10.3115\/v1\/D14-1162"},{"key":"9570_CR40","unstructured":"Petrakis, E. G., Varelas, G., Hliaoutakis, A., & Raftopoulou, P. (2006). X-similarity: Computing semantic similarity between concepts from different ontologies. Journal of Digital Information Management, 4(4)."},{"issue":"627\u2013633","key":"9570_CR41","first-page":"116","volume":"8","author":"DL Rohde","year":"2006","unstructured":"Rohde, D. L., Gonnerman, L. M., & Plaut, D. C. (2006). An improved model of semantic similarity based on lexical co-occurrence. Communications of the ACM, 8(627\u2013633), 116.","journal-title":"Communications of the ACM"},{"issue":"2","key":"9570_CR42","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1016\/j.knosys.2010.10.001","volume":"24","author":"D S\u00e1nchez","year":"2011","unstructured":"S\u00e1nchez, D., Batet, M., & Isern, D. (2011). Ontology-based information content computation. Knowledge-Based Systems, 24(2), 297\u2013303.","journal-title":"Knowledge-Based Systems"},{"key":"9570_CR43","doi-asserted-by":"crossref","unstructured":"Sharma, M., Aggarwal, D., & Pahuja, D. (2020). Categorization and classification of Uber reviews. In H. Sharma, K. Govindan, R. C. Poonia, S. Kumar, & W. M. El-Medany (Eds.), Advances in Computing and Intelligent Systems, Singapore\u00a0(pp. 347\u2013355): Springer Singapore.","DOI":"10.1007\/978-981-15-0222-4_31"},{"key":"9570_CR44","doi-asserted-by":"publisher","unstructured":"Snijders, R., Dalpiaz, F., Hosseini, M., Shahri, A., & Ali, R. (2014) Crowd-centric requirements engineering. In 2014 IEEE\/ACM 7th International Conference on Utility and Cloud Computing\u00a0(pp. 614\u2013615). https:\/\/doi.org\/10.1109\/UCC.2014.96","DOI":"10.1109\/UCC.2014.96"},{"key":"9570_CR45","unstructured":"Vu, P., Nguyen, T., & Nguyen, T. (2019). On building an automated responding system for app reviews: What are the characteristics of reviews and their responses? arXiv:1908.10816."},{"key":"9570_CR46","unstructured":"Yang, Y., & Pedersen, J. O. (1997). A comparative study on feature selection in text categorization. In ICML\u00a0(Vol. 97, pp. 35, Vol. 412\u2013420)."},{"key":"9570_CR47","doi-asserted-by":"publisher","first-page":"30157","DOI":"10.1109\/ACCESS.2019.2892817","volume":"7","author":"M Zhang","year":"2019","unstructured":"Zhang, M., Palade, V., Wang, Y., & Ji, Z. (2019). Word representation with salient features. IEEE Access, 7, 30157\u201330173. https:\/\/doi.org\/10.1109\/ACCESS.2019.2892817","journal-title":"IEEE Access"}],"container-title":["Software Quality Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11219-021-09570-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11219-021-09570-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11219-021-09570-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T01:24:04Z","timestamp":1726017844000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11219-021-09570-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,29]]},"references-count":47,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2022,6]]}},"alternative-id":["9570"],"URL":"https:\/\/doi.org\/10.1007\/s11219-021-09570-1","relation":{},"ISSN":["0963-9314","1573-1367"],"issn-type":[{"type":"print","value":"0963-9314"},{"type":"electronic","value":"1573-1367"}],"subject":[],"published":{"date-parts":[[2021,10,29]]},"assertion":[{"value":"22 July 2021","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 October 2021","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}