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Mobile app distribution platforms such as Google Play Store allow users to share their feedback about downloaded apps in the form of a review comment and a corresponding star rating. Typically, the star rating ranges from one to five stars,…

机器学习 · 计算机科学 2018-08-14 Rahul Aralikatte , Giriprasad Sridhara , Neelamadhav Gantayat , Senthil Mani

App store analysis has become an important discipline in recent software engineering research. It empirically studies apps using information mined from their distribution platforms. Information provided by users, such as app reviews, are of…

软件工程 · 计算机科学 2017-03-08 Daniel Martens , Timo Johann

In-app advertising closely relates to app revenue. Reckless ad integration could adversely impact app reliability and user experience, leading to loss of income. It is very challenging to balance the ad revenue and user experience for app…

计算机与社会 · 计算机科学 2020-08-28 Cuiyun Gao , Jichuan Zeng , David Lo , Xin Xia , Irwin King , Michael R. Lyu

App stores allow users to give valuable feedback on apps, and developers to find this feedback and use it for the software evolution. However, finding user feedback that matches existing bug reports in issue trackers is challenging as users…

软件工程 · 计算机科学 2021-02-16 Marlo Häring , Christoph Stanik , Walid Maalej

Fake review identification is an important topic and has gained the interest of experts all around the world. Identifying fake reviews is challenging for researchers, and there are several primary challenges to fake review detection. We…

计算与语言 · 计算机科学 2022-12-20 Amira Yousif , James Buckley

While there have been various studies towards Android apps and their development, there is limited discussion of the broader class of apps that fall in the fake area. Fake apps and their development are distinct from official apps and…

密码学与安全 · 计算机科学 2019-02-12 Chongbin Tang , Sen Chen , Lingling Fan , Lihua Xu , Yang Liu , Zhushou Tang , Liang Dou

Release planning for mobile apps has recently become an area of active research. Prior research in this area concentrated on the analysis of release notes and on tracking user reviews to support app evolution with issue trackers. However,…

软件工程 · 计算机科学 2022-10-18 Chong Wang , Tianyang Liu , Peng Liang , Maya Daneva , Marten van Sinderen

Application markets provide a communication channel between app developers and their end-users in form of app reviews, which allow users to provide feedback about the apps. Although security and privacy in mobile apps are one of the biggest…

密码学与安全 · 计算机科学 2020-10-14 Debjyoti Mukherjee , Alireza Ahmadi , Maryam Vahdat Pour , Joel Reardon

This work analyzes ethical concerns found in users' app store reviews. We performed this study because ethical concerns in mobile applications (apps) are widespread, pose severe threats to end users and society, and lack systematic analysis…

软件工程 · 计算机科学 2024-02-07 Lauren Olson , Neelam Tjikhoeri , Emitzá Guzmán

User reviews reflect significant value of product in the world of e-market. Many firms or product providers hire spammers for misleading new customers by posting spam reviews. There are three types of fake reviews, untruthful reviews, brand…

信息检索 · 计算机科学 2020-03-03 Jay Kumar

Mobile applications are often used by an international audience and therefore receive a high daily amount of user reviews from various countries. Previous work found evidence that app store reviews contain helpful information for software…

软件工程 · 计算机科学 2021-03-09 Ricarda Anna-Lena Fischer , Rita Walczuch , Emitza Guzman

Online reviews significantly impact consumers' decision-making process and firms' economic outcomes and are widely seen as crucial to the success of online markets. Firms, therefore, have a strong incentive to manipulate ratings using fake…

社会与信息网络 · 计算机科学 2024-10-24 Sherry He , Brett Hollenbeck , Gijs Overgoor , Davide Proserpio , Ali Tosyali

The difficulty of large scale monitoring of app markets affects our understanding of their dynamics. This is particularly true for dimensions such as app update frequency, control and pricing, the impact of developer actions on app…

社会与信息网络 · 计算机科学 2018-02-09 Rahul Potharaju , Mizanur Rahman , Bogdan Carbunar

$\textbf{Context}$: The release planning of mobile apps has become an area of active research, with most studies centering on app analysis through release notes in the Apple App Store and tracking user reviews via issue trackers. However,…

软件工程 · 计算机科学 2023-05-16 Tianyang Liu , Chong Wang , Kun Huang , Peng Liang , Beiqi Zhang , Maya Daneva , Marten van Sinderen

Online app search optimization (ASO) platforms that provide bulk installs and fake reviews for paying app developers in order to fraudulently boost their search rank in app stores, were shown to employ diverse and complex strategies that…

密码学与安全 · 计算机科学 2021-11-23 Nestor Hernandez , Ruben Recabarren , Bogdan Carbunar , Syed Ishtiaque Ahmed

Fraudulent behaviors in Google Android app market fuel search rank abuse and malware proliferation. We present FairPlay, a novel system that uncovers both malware and search rank fraud apps, by picking out trails that fraudsters leave…

社会与信息网络 · 计算机科学 2017-03-07 Mahmudur Rahman , Mizanur Rahman , Bogdan Carbunar , Duen Horng Chau

Explainability, i.e. the ability of a system to explain its behavior to users, has become an important quality of software-intensive systems. Recent work has focused on methods for generating explanations for various algorithmic paradigms…

软件工程 · 计算机科学 2023-07-11 Max Unterbusch , Mersedeh Sadeghi , Jannik Fischbach , Martin Obaidi , Andreas Vogelsang

Recent studies showed that the dialogs between app developers and app users on app stores are important to increase user satisfaction and app's overall ratings. However, the large volume of reviews and the limitation of resources discourage…

软件工程 · 计算机科学 2019-08-29 Phong Minh Vu , Tam The Nguyen , Tung Thanh Nguyen

The use of online reviews to aid with purchase decisions is popular among consumers as it is a simple heuristic tool based on the reported experiences of other consumers. However, not all online reviews are written by real consumers or…

综合经济学 · 经济学 2024-04-30 Shawn Berry

Fairness is one of the socio-technical concerns that must be addressed in software systems. Considering the popularity of mobile software applications (apps) among a wide range of individuals worldwide, mobile apps with unfair behaviors and…

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