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We present the results of a study designed to measure the impact of interruptive advertising on consumers willingness to pay for products bearing the advertiser's brand. Subjects participating in a controlled experiment were exposed to ads…

Computers and Society · Computer Science 2020-05-15 Alessandro Acquisti , Sarah Spiekermann

People in conversation entrain their linguistic behaviours through spontaneous alignment mechanisms [7] - both in face-to-face and computer-mediated communication (CMC) [8]. In CMC, one of the mechanisms through which linguistic entrainment…

Computation and Language · Computer Science 2023-12-01 Bruno D. Ferreira-Saraiva , Joao P. Matos-Carvalho , Manuel Pita

Deliberation among individuals online plays a key role in shaping the opinions that drive votes, purchases, donations and other critical offline behavior. Yet, the determinants of opinion-change via persuasion in deliberation online remain…

Econometrics · Economics 2020-06-02 Emaad Manzoor , George H. Chen , Dokyun Lee , Michael D. Smith

Ideas about how to increase the unconscious participation in interaction between 'a human' and 'a computer' are developed in this paper. Evidence of impact of the unconscious functioning is presented. The unconscious is characterised as…

Human-Computer Interaction · Computer Science 2009-11-02 Richard V. Diamond

This paper evaluates the use of notifications to reduce aversive-task-procrastination by helping initiate action. Specifically, we focus on aversion to graded writing tasks. We evaluate software designs commonly used by behavior change…

Human-Computer Interaction · Computer Science 2021-01-26 Chatchai Wangwiwattana , Sunjoli Aggarwal , Eric C. Larson

Quadratic Surveys (QSs) elicit more accurate preferences than traditional methods like Likert-scale surveys. However, the cognitive load associated with QSs has hindered their adoption in digital surveys for collective decision-making. We…

Human-Computer Interaction · Computer Science 2025-05-19 Ti-Chung Cheng , Yutong Zhang , Yi-Hung Chou , Vinay Koshy , Tiffany Wenting Li , Karrie Karahalios , Hari Sundaram

Language models are transforming the ways that their users engage with the world. Despite impressive capabilities, over-consumption of language model outputs risks propagating unchecked errors in the short-term and damaging human…

Statistical methods applied to social media posts shed light on the dynamics of online dialogue. For example, users' wording choices predict their persuasiveness and users adopt the language patterns of other dialogue participants. In this…

Computation and Language · Computer Science 2019-06-13 Dhanya Sridhar , Lise Getoor

This paper presents a qualitative study that investigates the effects of some language choices in expressing the trigger part of a trigger-action rule on the users' mental models. Specifically, we explored how 11 non-programmer participants…

Human-Computer Interaction · Computer Science 2023-10-11 Margherita Andrao , Barbara Treccani , Massimo Zancanaro

Opinion formation and persuasion in argumentation are affected by three major factors: the argument itself, the source of the argument, and the properties of the audience. Understanding the role of each and the interplay between them is…

Computation and Language · Computer Science 2021-10-05 Esin Durmus

The growing use of Generative AI (GenAI) conversational search tools has raised concerns about their effects on people's metacognitive engagement, critical thinking, and learning. As people increasingly rely on GenAI to perform tasks such…

Human-Computer Interaction · Computer Science 2026-03-19 Anjali Singh , Zhitong Guan , Soo Young Rieh

Search engines play a central role in how people gather information, but subtle cues like headline framing may influence not only what users believe but also how they search. While framing effects on judgment are well documented, their…

Computation and Language · Computer Science 2025-08-26 Amrit Poudel , Maria Milkowski , Tim Weninger

Language expression is known to be dependent on attributes intrinsic to the author. To date, however, little attention has been devoted to the effect of interfaces used to articulate language on its expression. Here we study a large corpus…

Human-Computer Interaction · Computer Science 2015-05-04 Dan Pelleg , Elad Yom-Tov , Evgeniy Gabrilovich

Emotional prompting - the use of specific emotional diction in prompt engineering - has shown increasing promise in improving large language model (LLM) performance, truthfulness, and responsibility. However these studies have been limited…

Machine Learning · Computer Science 2026-04-10 Ameen Patel , Felix Lee , Kyle Liang , Joseph Thomas

We explore the impact of Casual Affective Triggers (CAT) on response rates of online surveys. As CAT, we refer to objects that can be included in survey participation invitations and trigger participants' affect. The hypothesis is that…

Human-Computer Interaction · Computer Science 2022-03-09 Irene-Angelica Chounta , Alexander Nolte

The emergence of large language models (LLMs) has revolutionized numerous applications across industries. However, their "black box" nature often hinders the understanding of how they make specific decisions, raising concerns about their…

Artificial Intelligence · Computer Science 2024-03-06 Stefan Hackmann , Haniyeh Mahmoudian , Mark Steadman , Michael Schmidt

Expressive writing is an established approach for stress management. Recently, information technologies, such as smartphones, have also been explored for expressive writing. Although mobile interfaces have the potential to support various…

Human-Computer Interaction · Computer Science 2025-09-22 Shunpei Norihama , Shixian Geng , Kakeru Miyazaki , Arissa J. Sato , Mari Hirano , Simo Hosio , Koji Yatani

This study introduces and empirically tests a novel predictive model for digital information engagement (IE) - the READ model, an acronym for the four pivotal attributes of engaging information: Representativeness, Ease-of-use, Affect, and…

Human-Computer Interaction · Computer Science 2023-07-28 Nimrod Dvir , Elaine Friedman , Suraj Commuri , Fan yang , Jennifer Romano

Prolonged sitting is a health risk leading to metabolic and cardiovascular diseases. To combat this, various "nudging" strategies encourage stand-ups. Behavior change triggers use explicit prompts such as smartphone push notifications or…

Human-Computer Interaction · Computer Science 2025-07-14 Sohshi Yoshida , Ko Watanabe , Andreas Dengel , Shoya Ishimaru , Shingo Ata , Manato Fujimoto

Positive feedback via likes and awards is central to online governance, yet which attributes of users' posts elicit rewards -- and how these vary across authors and communities -- remains unclear. To examine this, we combine…

Human-Computer Interaction · Computer Science 2026-02-03 Agam Goyal , Charlotte Lambert , Eshwar Chandrasekharan