{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:40:19Z","timestamp":1775068819505,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":38,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,27]],"date-time":"2024-10-27T00:00:00Z","timestamp":1729987200000},"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":[[2024,10,27]]},"DOI":"10.1145\/3691621.3694951","type":"proceedings-article","created":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T12:18:59Z","timestamp":1729599539000},"page":"197-207","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Leveraging Data-Driven Analytics for Mobile App Feature Extraction and Recommendations"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9476-2940","authenticated-orcid":false,"given":"Khubaib Amjad","family":"Alam","sequence":"first","affiliation":[{"name":"College of Engineering, Al Ain University, Abu Dhabi, UAE"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-8779-6474","authenticated-orcid":false,"given":"Ramsha","family":"Ali","sequence":"additional","affiliation":[{"name":"National University of Computer & Emerging Sciences, Islamabad, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-7099-0560","authenticated-orcid":false,"given":"Zyena","family":"Kamran","sequence":"additional","affiliation":[{"name":"National University of Computer & Emerging Sciences, Islamabad, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-9783-9385","authenticated-orcid":false,"given":"Sabeen","family":"Fatima","sequence":"additional","affiliation":[{"name":"National University of Computer & Emerging Sciences, Islamabad, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,10,27]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"MA","year":"2000","unstructured":"Eisenecker, U.W., Czarnecki, K., \"Generative Programming: Methods, Tools, and Applications.\" Reading, MA, USA: Addison-Wesley, 2000."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","first-page":"111898","DOI":"10.1016\/j.jss.2023.111898","article-title":"BERT based severity prediction of bug reports for the maintenance of mobile applications","volume":"208","author":"Ali A.","year":"2024","unstructured":"A. Ali, Y. Xia, Q. Umer, and M. Osman, \"BERT based severity prediction of bug reports for the maintenance of mobile applications,\" Journal of Systems and Software, vol. 208, pp. 111898--111898, Feb. 2024.","journal-title":"Journal of Systems and Software"},{"key":"e_1_3_2_1_3_1","volume-title":"Transfer Learning for Mining Feature Requests and Bug Reports from Tweets and App Store Reviews,\" arXiv","author":"Fischbach J.","year":"2021","unstructured":"Pablo Restrepo Henao, J. Fischbach, D. Spies, J. Frattini, and A. Vogelsang, \" Transfer Learning for Mining Feature Requests and Bug Reports from Tweets and App Store Reviews,\" arXiv (Cornell University), Sep. 2021."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1007\/978-3-031-36822-6_6","article-title":"Sentiment Analysis of Mobile Apps Using BERT","author":"Ullah W.","year":"2023","unstructured":"W. Ullah, Z. Zhang, and K. Stefanidis, \"Sentiment Analysis of Mobile Apps Using BERT,\" Lecture Notes in Computer Science, pp. 66--78, Jan. 2023.","journal-title":"Lecture Notes in Computer Science"},{"key":"e_1_3_2_1_5_1","volume-title":"Mar.","author":"Araujo A. F.","year":"2021","unstructured":"A. F. Araujo and Ricardo Marcondes Marcacini, \"RE-BERT: automatic extraction of software requirements from app reviews using BERT language model,\" 36th Annual ACM Symposium on Applied Computing, Mar. 2021."},{"key":"e_1_3_2_1_6_1","volume-title":"May","author":"Wang Y.","year":"2022","unstructured":"Y. Wang, J. Wang, H. Zhang, X. Ming, L. Shi, and Q. Wang, \"Where is your app frustrating users?,\" Proceedings of the 44th International Conference on Software Engineering, May 2022."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3344158"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2891543"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.08.050"},{"key":"e_1_3_2_1_10_1","volume-title":"12th International Software Product Line Conference","author":"Alves V.","year":"2008","unstructured":"V. Alves et al., \"An Exploratory Study of Information Retrieval Techniques in Domain Analysis,\" 12th International Software Product Line Conference, Sep. 2008."},{"key":"e_1_3_2_1_11_1","first-page":"31","volume-title":"An approach to constructing feature models based on requirements clustering,\" 13th International Conference on Requirements Engineering (RE'05)","author":"Chen K.","year":"2005","unstructured":"K. Chen, W. Zhang, H. Zhao, and H. Mei, \" An approach to constructing feature models based on requirements clustering,\" 13th International Conference on Requirements Engineering (RE'05), pp. 31--40, Jan. 2005."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","first-page":"479","DOI":"10.1145\/2642937.2642958","article-title":"Personas in the middle","author":"Rahimi M.","year":"2014","unstructured":"M. Rahimi and J. Cleland-Huang, \"Personas in the middle,\" 29th ACM\/IEEE International Conference on Automated Software Engineering, pp. 479--484, Sep. 2014.","journal-title":"29th ACM\/IEEE International Conference on Automated Software Engineering"},{"key":"e_1_3_2_1_13_1","first-page":"582","volume-title":"Analysis of user comments: an approach for software requirements evolution,\" 35th International Conference on Software Engineering (ICSE '13)","author":"Galvis Carre\u00f1o L. V.","year":"2013","unstructured":"L. V. Galvis Carre\u00f1o and K. Winbladh, \"Analysis of user comments: an approach for software requirements evolution,\" 35th International Conference on Software Engineering (ICSE '13), pp. 582--591, May 2013."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2016.11.027"},{"key":"e_1_3_2_1_15_1","volume-title":"May","author":"Chen N.","year":"2014","unstructured":"N. Chen, J. Lin, S. C. H. Hoi, X. Xiao, and B. Zhang, \"AR-miner: mining informative reviews for developers from mobile app marketplace,\" 36th International Conference on Software Engineering, May 2014."},{"key":"e_1_3_2_1_16_1","volume-title":"Nov. 19, 2015.","author":"Panichella S.","unstructured":"S. Panichella, A. Di Sorbo, E. Guzman, C. A. Visaggio, G. Canfora, and H. C. Gall, \"How can i improve my app? Classifying user reviews for software maintenance and evolution\"31st International Conference on Software Maintenance and Evolution. 281--290, Nov. 19, 2015."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2017.2759112"},{"key":"e_1_3_2_1_18_1","volume-title":"Feb.","author":"H\u00e4ring M.","year":"2021","unstructured":"M. H\u00e4ring, C. Stanik, and W. Maalej, \"Automatically Matching Bug Reports With Related App Reviews,\" IEEE\/ACM 43rd International Conference on Software Engineering (ICSE), Feb. 2021."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2017.11.043"},{"key":"e_1_3_2_1_20_1","volume-title":"A Feature and Deep Learning Model Recommendation System for Mobile Application,\" IEEE 7th International Conference on Big Data Intelligence and Computing","author":"Che X.","year":"2021","unstructured":"X. Che and Q. Sun, \"A Feature and Deep Learning Model Recommendation System for Mobile Application,\" IEEE 7th International Conference on Big Data Intelligence and Computing, 2021."},{"key":"e_1_3_2_1_21_1","volume-title":"Sep. 01, 2017.","author":"Johann T.","unstructured":"T. Johann, C. Stanik, A. M. Alizadeh B., and W. Maalej, \"SAFE: A Simple Approach for Feature Extraction from App Descriptions and App Reviews,\" IEEE 25th international requirements engineering conference (RE), Sep. 01, 2017."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1230\/1\/012007"},{"key":"e_1_3_2_1_23_1","unstructured":"J. Morris \"language-tool-python: Checks grammar using LanguageTool. \" PyPI."},{"key":"e_1_3_2_1_24_1","unstructured":"B. Solomon \"demoji: Accurately remove and replace emojis in text strings \" PyPI."},{"key":"e_1_3_2_1_25_1","volume-title":"Sentence-bert: Sentence embeddings using siamese bert-networks,\" arXiv preprint arXiv:1908.10084","author":"Reimers N.","year":"2019","unstructured":"N. Reimers and I. Gurevych, \"Sentence-bert: Sentence embeddings using siamese bert-networks,\" arXiv preprint arXiv:1908.10084 (2019)."},{"key":"e_1_3_2_1_26_1","volume-title":"DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter,\" arXiv.org","author":"Sanh V.","year":"2019","unstructured":"V. Sanh, L. Debut, J. Chaumond, and T. Wolf, \"DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter,\" arXiv.org, 2019."},{"issue":"11","key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","first-page":"15169","DOI":"10.1007\/s11042-018-6894-4","article-title":"Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey","volume":"78","author":"Jelodar H.","year":"2018","unstructured":"H. Jelodar et al., \"Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey,\" Multimedia Tools and Applications, vol. 78, no. 11, pp. 15169--15211, Nov. 2018.","journal-title":"Multimedia Tools and Applications"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.51"},{"key":"e_1_3_2_1_29_1","volume-title":"Apr. 14","author":"Mixson E.","year":"2021","unstructured":"E. Mixson, \"5 Things to Know About Data Curation,\" AI, Data&Analytics Network, Apr. 14, 2021."},{"key":"e_1_3_2_1_30_1","first-page":"108","volume-title":"App store mining and analysis: MSR for app stores,\" 9th IEEE Working Conference on Mining Software Repositories (MSR)","author":"Harman M.","year":"2012","unstructured":"M. Harman, Y. Jia and Y. Zhang, \"App store mining and analysis: MSR for app stores,\" 9th IEEE Working Conference on Mining Software Repositories (MSR), Zurich, Switzerland, 2012, pp. 108--111, 2012."},{"key":"e_1_3_2_1_31_1","first-page":"2019","article-title":"Using app reviews for competitive analysis: tool support","author":"Shah F. A.","year":"2019","unstructured":"F. A. Shah, K. Sirts, and D. Pfahl, \"Using app reviews for competitive analysis: tool support,\" Proceedings of the 3rd ACM SIGSOFT International Workshop on App Market Analytics - WAMA 2019, 2019.","journal-title":"Proceedings of the 3rd ACM SIGSOFT International Workshop on App Market Analytics - WAMA"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.08.011"},{"key":"e_1_3_2_1_33_1","volume-title":"Jul.","author":"Blair S. J.","year":"2019","unstructured":"S. J. Blair, Y. Bi, and M. D. Mulvenna, \"Aggregated topic models for increasing social media topic coherence,\" Applied Intelligence, Jul. 2019."},{"key":"e_1_3_2_1_34_1","unstructured":"Steam \"Welcome to Steam \" Steampowered.com 2019."},{"issue":"5","key":"e_1_3_2_1_35_1","doi-asserted-by":"crossref","first-page":"5872","DOI":"10.3390\/s120505872","article-title":"Improved image fusion method based on NSCT and accelerated NMF","volume":"12","author":"Wang J.","year":"2012","unstructured":"J. Wang, S. Lai, and M. Li, \"Improved image fusion method based on NSCT and accelerated NMF,\" Sensors, vol. 12, no. 5, pp. 5872--5887, 2012.","journal-title":"Sensors"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"crossref","first-page":"111898","DOI":"10.1016\/j.jss.2023.111898","article-title":"BERT based severity prediction of bug reports for the maintenance of mobile applications","volume":"208","author":"Ali A.","year":"2024","unstructured":"A. Ali, Y. Xia, Q. Umer, and M. Osman, \"BERT based severity prediction of bug reports for the maintenance of mobile applications,\" Journal of Systems and Software, vol. 208, p. 111898, 2024.","journal-title":"Journal of Systems and Software"},{"issue":"4","key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","first-page":"769","DOI":"10.1007\/s11257-022-09351-w","article-title":"Intra-list similarity and human diversity perceptions of recommendations: the details matter","volume":"33","author":"Mathias J.","year":"2023","unstructured":"J. Mathias, C. Bauer, and D. Jannach, \"Intra-list similarity and human diversity perceptions of recommendations: the details matter,\" *User Modeling and User-Adapted Interaction*, vol. 33, no. 4, pp. 769--802, Sep. 2023.","journal-title":"*User Modeling and User-Adapted Interaction*"},{"key":"e_1_3_2_1_38_1","volume-title":"RoBERTa: A robustly optimized BERT pretraining approach,\" arXiv preprint arXiv:1907.11692","author":"Liu Y.","year":"2019","unstructured":"Y. Liu, M. Ott, N. Goyal, J. Du, M. Joshi, D. Chen, O. Levy, M. Lewis, L. Zettlemoyer, and V. Stoyanov, 'RoBERTa: A robustly optimized BERT pretraining approach,\" arXiv preprint arXiv:1907.11692, 2019."}],"event":{"name":"ASEW '24: 39th IEEE\/ACM International Conference on Automated Software Engineering Workshops","location":"Sacramento CA USA","acronym":"ASEW '24","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence","SIGSOFT ACM Special Interest Group on Software Engineering","IEEE CS"]},"container-title":["Proceedings of the 39th IEEE\/ACM International Conference on Automated Software Engineering Workshops"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3691621.3694951","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:09:40Z","timestamp":1750295380000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3691621.3694951"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,27]]},"references-count":38,"alternative-id":["10.1145\/3691621.3694951","10.1145\/3691621"],"URL":"https:\/\/doi.org\/10.1145\/3691621.3694951","relation":{},"subject":[],"published":{"date-parts":[[2024,10,27]]},"assertion":[{"value":"2024-10-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}