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ASE 2019
Sun 10 - Fri 15 November 2019 San Diego, California, United States
Tue 12 Nov 2019 14:00 - 14:20 at Cortez 2&3 - Natural Language and Human Aspects Chair(s): Bogdan Vasilescu

Previous studies showed that replying to a user review usually has a positive effect on the rating that is given by the user to the app. For example, Hassan et al. found that responding to a review increases the chances of a user updating their given rating by up to six times compared to not responding. To alleviate the labor burden in replying to the bulk of user reviews, developers usually adopt a template-based strategy where the templates can express appreciation for using the app or contain the company email for users to react. However, reading large numbers of user reviews every day is not an easy task for developers. The available review-response pairs provide us chances to learn the knowledge relations between reviews and responses.

Although there exists research on studying the popular review patterns (e.g., reviews with longer content and lower rating) that developers tend to respond, approaches to automate the review response process have never been proposed. Inspired by the RNN encoder-decoder model in the natural language processing field, we propose a response generation framework, named RRGen. RRGen explicitly incorporates review attributes, such as user rating and review length, and learns the relations between reviews and corresponding responses in a supervised way from the available training data. Experiments on 58 apps and 309,246 review-response pairs highlight that RRGen outperforms several baselines by 67.4% to 4.5 times in terms of BLEU (an accuracy measure that is widely used to evaluate generation systems). Qualitative analysis also confirms the effectiveness of RRGen in generating the relevant and accurate response.

Tue 12 Nov
Times are displayed in time zone: Tijuana, Baja California change

13:40 - 15:20: Natural Language and Human AspectsPapers / Research Papers / Demonstrations / Journal First Presentations at Cortez 2&3
Chair(s): Bogdan VasilescuCarnegie Mellon University
13:40 - 14:00
Talk
Research Papers
Xiaoxue RenZhejiang University, Zhenchang XingAustralia National University, Xin XiaMonash University, Guoqiang LiShanghai Jiao Tong University, Jianling SunZhejiang University
Pre-print
14:00 - 14:20
Talk
Research Papers
Cuiyun GaoNanyang Technological University, Singapore, Jichuan ZengThe Chinese University of Hong Kong, Xin XiaMonash University, David LoSingapore Management University, Michael LyuThe Chinese University of Hong Kong, Irwin KingThe Chinese University of Hong Kong
Pre-print
14:20 - 14:40
Talk
Research Papers
Zhongxin LiuZhejiang University, Xin XiaMonash University, Christoph TreudeThe University of Adelaide, David LoSingapore Management University, Shanping LiZhejiang University
Pre-print
14:40 - 15:00
Talk
Journal First Presentations
Abhishek Sharma Singapore Management University, Singapore, Yuan TianQueens University, Kingston, Canada, Agus SulistyaSchool of Information Systems, Singapore Management University, Dinusha WijedasaSchool of Information Systems, Singapore Management University, David LoSingapore Management University
Pre-print
15:00 - 15:10
Demonstration
Demonstrations
Sadika AmreenUniversity of Tennessee Knoxville, Andrey KarnauchUniversity of Tennessee Knoxville, Audris MockusUniversity of Tennessee - Knoxville
15:10 - 15:20
Demonstration
Demonstrations
Tianjiao DuShanghai JiaoTong University, Junming CaoShanghai JiaoTong University, Qinyue WuShanghai JiaoTong University, Wei LiShanghai JiaoTong University, Beijun ShenSchool of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Yuting ChenShanghai Jiao Tong University