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Despite the potential impact of explanations on decision making, there is a lack of research on quantifying their effect on users' choices. This paper presents an experimental protocol for measuring the degree to which positively or…

Human-Computer Interaction · Computer Science 2023-03-17 Krisztian Balog , Filip Radlinski , Andrey Petrov

The rise of Large Language Models (LLMs) like ChatGPT has advanced natural language processing, yet concerns about cognitive biases are growing. In this paper, we investigate the anchoring effect, a cognitive bias where the mind relies…

Computation and Language · Computer Science 2026-03-31 Yiming Huang , Biquan Bie , Zuqiu Na , Weilin Ruan , Songxin Lei , Yutao Yue , Xinlei He

Grid displays are the most common form of augmentative and alternative communication device recommended by speech-language pathologists for children. Grid displays present a large variety of vocabulary which can be beneficial for a users'…

Human-Computer Interaction · Computer Science 2024-08-22 Cynthia Zastudil , Christine Holyfield , June A. Smith , Hannah Vy Nguyen , Stephen MacNeil

As algorithmic tools increasingly aid experts in making consequential decisions, the need to understand the precise factors that mediate their influence has grown commensurately. In this paper, we present a crowdsourcing vignette study…

Human-Computer Interaction · Computer Science 2022-05-20 Riccardo Fogliato , Sina Fazelpour , Shantanu Gupta , Zachary Lipton , David Danks

Current models for opinion dynamics typically utilize a Poisson process for speaker selection, making the waiting time between events exponentially distributed. Human interaction tends to be bursty, though, having higher probabilities of…

Physics and Society · Physics 2017-07-28 Casey Doyle , Boleslaw Szymanski , Gyorgy Korniss

Struggling to curb misinformation, social media platforms are experimenting with design interventions to enhance consumption of credible news on their platforms. Some of these interventions, such as the use of warning messages, are examples…

Human-Computer Interaction · Computer Science 2021-09-21 Md Momen Bhuiyan , Michael Horning , Sang Won Lee , Tanushree Mitra

In code comprehension experiments, participants are usually told at the beginning what kind of code comprehension task to expect. Describing experiment scenarios and experimental tasks will influence participants in ways that are sometimes…

Software Engineering · Computer Science 2023-09-19 Marvin Wyrich , Lasse Merz , Daniel Graziotin

Manually annotating data for computational social science tasks can be costly, time-consuming, and emotionally draining. While recent work suggests that LLMs can perform such annotation tasks in zero-shot settings, little is known about how…

Artificial Intelligence · Computer Science 2025-06-30 Shubham Atreja , Joshua Ashkinaze , Lingyao Li , Julia Mendelsohn , Libby Hemphill

We present an approach to interactive-predictive neural machine translation that attempts to reduce human effort from three directions: Firstly, instead of requiring humans to select, correct, or delete segments, we employ the idea of…

Computation and Language · Computer Science 2018-06-07 Tsz Kin Lam , Julia Kreutzer , Stefan Riezler

Online deliberation offers a way for citizens to collectively discuss an issue and provide input for policy makers. The overall experience of online deliberation can be affected by multiple factors. We decided to investigate the effects of…

Human-Computer Interaction · Computer Science 2019-01-31 Simon T. Perrault , Weiyu Zhang

Users often make security- and privacy-relevant decisions without a clear understanding of the rules that govern safe behavior. We introduce pedagogical friction, a design approach that inserts brief, instructional interactions at the…

Human-Computer Interaction · Computer Science 2026-04-08 Qian Ma , Yingfan Zhou , Shubhang Kaushik , Aamod Joshi , Aditya Majumdar , Noah Apthorpe , Yan Shvartzshnaider , Sarah Rajtmajer , Brett Frischmann

Rating scales are much used in survey research. Often, it is assumed that the scores obtained through rating scales can be compared within and between respondents when studies are in one country. In addition, it is assumed that they can be…

Existing argumentation datasets have succeeded in allowing researchers to develop computational methods for analyzing the content, structure and linguistic features of argumentative text. They have been much less successful in fostering…

Computation and Language · Computer Science 2019-09-26 Esin Durmus , Claire Cardie

Voting online with explicit ratings could largely reflect people's preferences and objects' qualities, but ratings are always irrational, because they may be affected by many unpredictable factors like mood, weather, as well as other…

Data Analysis, Statistics and Probability · Physics 2013-05-03 Zimo Yang , Zi-Ke Zhang , Tao Zhou

Recommender systems are nowadays a pervasive part of our online user experience, where they either serve as information filters or provide us with suggestions for additionally relevant content. These systems thereby influence which…

Human-Computer Interaction · Computer Science 2021-01-14 Mathias Jesse , Dietmar Jannach

This article presents two studies conducted with an affective dialogue system in which text-based system-user communication was used to model, generate, and present different affective and social interaction scenarios. We specifically…

Human-Computer Interaction · Computer Science 2014-06-09 Marcin Skowron , Stefan Rank , Aleksandra Świderska , Dennis Küster , Arvid Kappas

The concept of negative prompts, emerging from conditional generation models like Stable Diffusion, allows users to specify what to exclude from the generated images.%, demonstrating significant practical efficacy. Despite the widespread…

Computer Vision and Pattern Recognition · Computer Science 2024-06-06 Yuanhao Ban , Ruochen Wang , Tianyi Zhou , Minhao Cheng , Boqing Gong , Cho-Jui Hsieh

This study explores the impact of peer acknowledgement on learner engagement and implicit psychological attributes in written annotations on an online social reading platform. Participants included 91 undergraduates from a large North…

Human-Computer Interaction · Computer Science 2024-02-19 Xiaoshan Huang , Haolun Wu , Xue Liu , Susanne Lajoie

As online reviews increasingly drive consumer decisions, the impact of review interface design on rating authenticity remains under-explored. This research investigates how evaluation sequence ("Rating-First" vs. "Review-First") influences…

Information Retrieval · Computer Science 2026-03-12 He Wang , Yueheng Wang , Ziyu Zhou , Hanxiang Liu

Emotional tone is pervasive in human communication, yet its influence on large language model (LLM) behaviour remains unclear. Here, we examine how first-person emotional framing in user-side queries affect LLM performance across six…

Artificial Intelligence · Computer Science 2026-04-03 Minda Zhao , Yutong Yang , Chufei Peng , Rachel Gonsalves , Weiyue Li , Ruyi Yang , Zhixi Liu , Mengyu Wang