{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T22:48:38Z","timestamp":1757544518925,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":54,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,4,14]],"date-time":"2024-04-14T00:00:00Z","timestamp":1713052800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,4,14]]},"DOI":"10.1145\/3647632.3647986","type":"proceedings-article","created":{"date-parts":[[2024,6,7]],"date-time":"2024-06-07T12:52:14Z","timestamp":1717764734000},"page":"54-64","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Generating Rate Features for Mobile Applications"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-4808-1309","authenticated-orcid":false,"given":"Shristi","family":"Shrestha","sequence":"first","affiliation":[{"name":"Computer Science and Engineering, Louisiana State University, Baton Rouge, Louisiana, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8353-5286","authenticated-orcid":false,"given":"Anas","family":"Mahmoud","sequence":"additional","affiliation":[{"name":"Computer Science and Engineering, Louisiana State University, Baton Rouge, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,6,7]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"1","article-title":"Clustering mobile apps based on mined textual features","volume":"38","author":"AlSubaihin A.","year":"2016","unstructured":"A. AlSubaihin, F. Sarro, S. Black, L. Capra, M. Harman, Y. Jia, and Y. Zhang. 2016. Clustering mobile apps based on mined textual features. In International Symposium on Empirical Software Engineering and Measurement. 38:1--38:10.","journal-title":"International Symposium on Empirical Software Engineering and Measurement."},{"key":"e_1_3_2_1_2_1","volume-title":"International Conference on Learning Representations.","author":"Arora Sanjeev","year":"2016","unstructured":"Sanjeev Arora, Yingyu Liang, and Tengyu Ma. 2016. A simple but tough-to-beat baseline for sentence embeddings. In International Conference on Learning Representations."},{"key":"e_1_3_2_1_3_1","volume-title":"Mental health smartphone apps: review and evidence-based recommendations for future developments. JMIR Mental Health 3, 1","author":"Bakker David","year":"2016","unstructured":"David Bakker, Nikolaos Kazantzis, Debra Rickwood, and Nikki Rickard. 2016. Mental health smartphone apps: review and evidence-based recommendations for future developments. JMIR Mental Health 3, 1 (2016)."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2063576.2063663"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/944919.944937"},{"key":"e_1_3_2_1_6_1","unstructured":"Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020) 1877--1901."},{"key":"e_1_3_2_1_7_1","volume-title":"Designing Interactive Systems Conference. 777--788","author":"Chaudhry Sayan","year":"2021","unstructured":"Sayan Chaudhry and Chinmay Kulkarni. 2021. Design patterns of investing apps and their effects on investing behaviors. In Designing Interactive Systems Conference. 777--788."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2017.2852"},{"key":"e_1_3_2_1_9_1","unstructured":"Jackie Cheung. 2008. Comparing abstractive and extractive summarization of evaluative text: controversiality and content selection. Thesis in the Department of Computer Science of the Faculty of Science University of British Columbia 47 (2008)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5269-7"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1177\/0022167820937498"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1177\/2050157914557509"},{"key":"e_1_3_2_1_13_1","volume-title":"International Conference on Automated Software Engineering. 1--12","author":"Ebrahimi Fahimeh","year":"2023","unstructured":"Fahimeh Ebrahimi and Anas Mahmoud. 2023. Unsupervised summarization of privacy concerns in mobile application reviews. In International Conference on Automated Software Engineering. 1--12."},{"key":"e_1_3_2_1_14_1","article-title":"Classifying mobile applications using word embeddings","volume":"31","author":"Ebrahimi Fahimeh","year":"2021","unstructured":"Fahimeh Ebrahimi, Miroslav Tushev, and Anas Mahmoud. 2021. Classifying mobile applications using word embeddings. ACM Transactions on Software Engineering and Methodology 31, 2 (2021).","journal-title":"ACM Transactions on Software Engineering and Methodology"},{"key":"e_1_3_2_1_15_1","volume-title":"ACM Conference on Economics and Computation. 641","author":"Fradkin Andrey","year":"2015","unstructured":"Andrey Fradkin, Elena Grewal, Dave Holtz, and Matthew Pearson. 2015. Bias and reciprocity in online reviews: Evidence from field experiments on Airbnb. In ACM Conference on Economics and Computation. 641."},{"key":"e_1_3_2_1_16_1","volume-title":"News summarization and evaluation in the era of GPT-3. arXiv:2209.12356","author":"Goyal Tanya","year":"2022","unstructured":"Tanya Goyal, Junyi Li, and Greg Durrett. 2022. News summarization and evaluation in the era of GPT-3. arXiv:2209.12356 (2022)."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0307752101"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASE.2015.88"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/2.881692"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1964858.1964870"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/PASSAT\/SocialCom.2011.31"},{"key":"e_1_3_2_1_22_1","first-page":"3659","article-title":"Mining non-functional requirements from App store reviews","volume":"24","author":"Jha Nishant","year":"2016","unstructured":"Nishant Jha and Anas Mahmoud. 2016. Mining non-functional requirements from App store reviews. Empirical Software Engineering 24 (2016), 3659--3695.","journal-title":"Empirical Software Engineering"},{"key":"e_1_3_2_1_23_1","volume-title":"Siamese cbow: Optimizing word embeddings for sentence representations. arXiv preprint arXiv:1606.04640","author":"Kenter Tom","year":"2016","unstructured":"Tom Kenter, Alexey Borisov, and Maarten Rijke. 2016. Siamese cbow: Optimizing word embeddings for sentence representations. arXiv preprint arXiv:1606.04640 (2016)."},{"key":"e_1_3_2_1_24_1","volume-title":"International Advancement of Artificial Intelligence Conference on Weblogs and Social Media.","author":"Khabiri Elham","year":"2011","unstructured":"Elham Khabiri, James Caverlee, and Chiao-Fang Hsu. 2011. Summarizing user-contributed comments. In International Advancement of Artificial Intelligence Conference on Weblogs and Social Media."},{"key":"e_1_3_2_1_25_1","unstructured":"Martin Koncz and Julia Ulveg\u00e4rde Rombouts. 2022. Digital nudging as a means to increase physical activity in older adults: A study examning the effects of digital nudging on the older generations."},{"key":"e_1_3_2_1_26_1","volume-title":"International Requirements Engineering Conference. 61--70","author":"Kurtanovi\u0107 Zijad","year":"2017","unstructured":"Zijad Kurtanovi\u0107 and Walid Maalej. 2017. Mining user rationale from software reviews. In International Requirements Engineering Conference. 61--70."},{"key":"e_1_3_2_1_27_1","first-page":"103434","article-title":"The value of rating diversity within multidimensional rating system: Evidence from hotel booking platform","volume":"110","author":"Liu Xianwei","year":"2023","unstructured":"Xianwei Liu, Chunhong Li, Juan Luis Nicolau, and Meini Han. 2023. The value of rating diversity within multidimensional rating system: Evidence from hotel booking platform. International Journal of Hospitality Management 110 (2023), 103434.","journal-title":"International Journal of Hospitality Management"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1037\/pri0000142","article-title":"Can mental health apps be effective for depression, anxiety, and stress during a pandemic","volume":"6","author":"Longyear Robert","year":"2021","unstructured":"Robert Longyear and Kostadin Kushlev. 2021. Can mental health apps be effective for depression, anxiety, and stress during a pandemic? Practice Innovations 6, 2 (2021), 131--137.","journal-title":"Practice Innovations"},{"key":"e_1_3_2_1_29_1","volume-title":"NLTK: The natural language toolkit. In COLING\/ACL on Interactive Presentation Sessions. 69--72.","author":"Loper Edward","year":"2002","unstructured":"Edward Loper and Steven Bird. 2002. NLTK: The natural language toolkit. In COLING\/ACL on Interactive Presentation Sessions. 69--72."},{"key":"e_1_3_2_1_30_1","volume-title":"International Requirements Engineering Conference. 116--125","author":"Maalej Walid","year":"2015","unstructured":"Walid Maalej and Hadeer Nabil. 2015. Bug report, feature request, or simply praise? On automatically classifying app reviews. In International Requirements Engineering Conference. 116--125."},{"key":"e_1_3_2_1_31_1","volume-title":"International Requirements Engineering Conference. 116--125","author":"Maalej Walid","year":"2015","unstructured":"Walid Maalej and Hadeer Nabil. 2015. Bug report, feature request, or simply praise? On automatically classifying app reviews. In International Requirements Engineering Conference. 116--125."},{"key":"e_1_3_2_1_32_1","volume-title":"International Requirements Engineering Conference. 36--45","author":"Mahmoud Anas","year":"2015","unstructured":"Anas Mahmoud. 2015. An information theoretic approach for extracting and tracing non-functional requirements. In International Requirements Engineering Conference. 36--45."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1111\/cccr.12157"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2016.2630689"},{"key":"e_1_3_2_1_35_1","unstructured":"Tomas Mikolov Ilya Sutskever Kai Chen Greg Corrado and Jeff Dean. 2013. Distributed representations of words and phrases and their compositionality. In Advances in Neural Information Processing Systems. 3111--3119."},{"key":"e_1_3_2_1_36_1","volume-title":"International Conference on Web Information Systems and Technologies. 527--535","author":"Mokarizadeh Shahab","year":"2013","unstructured":"Shahab Mokarizadeh, Mohammad Rahman, and Mihhail Matskin. 2013. Mining and analysis of apps in Google Play. In International Conference on Web Information Systems and Technologies. 527--535."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1145\/291469.293165","article-title":"From Object-oriented to Goal-oriented Requirements","volume":"1","author":"Mylopoulos John","year":"1999","unstructured":"John Mylopoulos, Lawrence Chung, and Eric Yu. 1999. From Object-oriented to Goal-oriented Requirements Analysis. Commun. ACM 1, 42 (1999), 31--37.","journal-title":"Analysis. Commun. ACM"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2993259.2993266"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSM.2015.7332474"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"e_1_3_2_1_41_1","volume-title":"Workshop on New Challenges for NLP Frameworks.","author":"Rehurek Radim","year":"2010","unstructured":"Radim Rehurek and Petr Sojka. 2010. Software framework for topic modelling with large corpora. In Workshop on New Challenges for NLP Frameworks."},{"key":"e_1_3_2_1_42_1","volume-title":"The Social Costs of Uber. 82, 6","author":"Rogers Brishen","year":"2015","unstructured":"Brishen Rogers. 2015. The Social Costs of Uber. 82, 6 (2015)."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"crossref","first-page":"103","DOI":"10.3946\/kjme.2023.253","article-title":"The impending impacts of large language models on medical education","volume":"35","author":"Sangzin Ahn","year":"2023","unstructured":"Ahn Sangzin. 2023. The impending impacts of large language models on medical education. Korean Journal of Medical Education 35, 1 (2023), 103--107.","journal-title":"Korean Journal of Medical Education"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2020.3654"},{"key":"e_1_3_2_1_45_1","volume-title":"International Conference on Interaction Sciences. 45--53","author":"Siegfried Nils","year":"2015","unstructured":"Nils Siegfried, Oliver Francis Koch, and Alexander Benlian. 2015. Drivers of app installation likelihood - A conjoint analysis of quality signals in mobile ecosystems. In International Conference on Interaction Sciences. 45--53."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/2950290.2950299"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"crossref","unstructured":"Lauren Squires. Language in society. Enregistering Internet language. 2010 39 4 (Language in society) 457--492.","DOI":"10.1017\/S0047404510000412"},{"key":"e_1_3_2_1_48_1","volume-title":"Sunstein","author":"Thaler Richard H.","year":"2009","unstructured":"Richard H. Thaler and Cass R. Sunstein. 2009. Nudge: Improving Decisions About Health, Wealth, and Happiness Paperback. Penguin Books."},{"key":"e_1_3_2_1_49_1","unstructured":"Steve Tingiris and Bret Kinsella. 2021. Exploring GPT-3. Packt Publishing."},{"key":"e_1_3_2_1_50_1","volume-title":"International Conference on Software Engineering. 762--773","author":"Tushev Miroslav","year":"2022","unstructured":"Miroslav Tushev, Fahimeh Ebrahimi, and Anas Mahmoud. 2022. Domain-specific analysis of mobile app reviews using keyword-assisted topic models. In International Conference on Software Engineering. 762--773."},{"key":"e_1_3_2_1_51_1","volume-title":"International Conference on Information Systems. 1--11","author":"Vakulenko Svitlana","year":"2014","unstructured":"Svitlana Vakulenko, Oliver M\u00fcller, and Jan Brocke. 2014. Enriching iTunes App Store categories via topic modeling. In International Conference on Information Systems. 1--11."},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10515-020-00274-7"},{"key":"e_1_3_2_1_53_1","unstructured":"Dario Zarrabian. 2019. Tip nudging: A 3-Part experimental analysis of influencing tips through technological default menus."},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"crossref","first-page":"831","DOI":"10.1016\/j.fmre.2021.11.011","article-title":"A commentary of GPT-3 in MIT Technology Review 2021","volume":"1","author":"Zhang Min","year":"2021","unstructured":"Min Zhang and Juntao Li. 2021. A commentary of GPT-3 in MIT Technology Review 2021. Fundamental Research 1 (2021), 831--833.","journal-title":"Fundamental Research"}],"event":{"name":"MOBILESoft '24: IEEE\/ACM 11th International Conference on Mobile Software Engineering and Systems","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering","IEEE CS"],"location":"Lisbon Portugal","acronym":"MOBILESoft '24"},"container-title":["Proceedings of the IEEE\/ACM 11th International Conference on Mobile Software Engineering and Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3647632.3647986","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3647632.3647986","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:03:38Z","timestamp":1750291418000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3647632.3647986"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,14]]},"references-count":54,"alternative-id":["10.1145\/3647632.3647986","10.1145\/3647632"],"URL":"https:\/\/doi.org\/10.1145\/3647632.3647986","relation":{},"subject":[],"published":{"date-parts":[[2024,4,14]]},"assertion":[{"value":"2024-06-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}