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In recent years, there has been significant interest in understanding users' online content consumption patterns. But, the unstructured, high-dimensional, and dynamic nature of such data makes extracting valuable insights challenging. Here…

机器学习 · 计算机科学 2021-09-21 Paramveer Dhillon , Sinan Aral

This study examines social media users' preferences for the use of platform-wide moderation in comparison to user-controlled, personalized moderation tools to regulate three categories of norm-violating content - hate speech, sexually…

人机交互 · 计算机科学 2023-02-08 Shagun Jhaver , Amy Zhang

The integration of artificial intelligence (AI) into daily life, particularly through information retrieval and recommender systems, has necessitated advanced user modeling and profiling techniques to deliver personalized experiences. These…

人工智能 · 计算机科学 2024-02-22 Erasmo Purificato , Ludovico Boratto , Ernesto William De Luca

As AI systems enter into a growing number of societal domains, these systems increasingly shape and are shaped by user preferences, opinions, and behaviors. However, the design of AI systems rarely accounts for how AI and users shape one…

机器学习 · 计算机科学 2024-04-19 Sarah Dean , Evan Dong , Meena Jagadeesan , Liu Leqi

For a social networking service to acquire and retain users, it must find ways to keep them engaged. By accurately gauging their preferences, it is able to serve them with the subset of available content that maximises revenue for the site.…

人工智能 · 计算机科学 2017-01-25 Samuel Albanie , Hillary Shakespeare , Tom Gunter

Consumer spending accounts for a large fraction of the US economic activity. Increasingly, consumer activity is moving to the web, where digital traces of shopping and purchases provide valuable data about consumer behavior. We analyze…

社会与信息网络 · 计算机科学 2015-12-16 Farshad Kooti , Kristina Lerman , Luca Maria Aiello , Mihajlo Grbovic , Nemanja Djuric , Vladan Radosavljevic

With the ever growing networking capabilities and services offered to users, attack surfaces have been increasing exponentially, additionally, the intricacy of network architectures has increased the complexity of cyber-defenses, to this…

Our interactions with technology do not just shape our individual experiences. They also affect people around us. Although previous research has addressed such "witness" experiences, the actual effect of interaction design on the witness…

人机交互 · 计算机科学 2023-07-13 Alarith Uhde , Tim zum Hoff , Marc Hassenzahl

Decisions such as which movie to watch next, which song to listen to, or which product to buy online, are increasingly influenced by recommender systems and user models that incorporate information on users' past behaviours, preferences,…

人工智能 · 计算机科学 2023-01-13 Inga Strümke , Marija Slavkovik , Clemens Stachl

User devices are the largest contributor to media related global emissions. For web content, dark mode has been widely recommended as an energy-saving measure for certain display types. However, the energy savings achieved by dark mode may…

人机交互 · 计算机科学 2026-02-23 Zak Datson

Personalizing image tags is a relatively new and growing area of research, and in order to advance this research community, we must review and challenge the de-facto standard of defining tag importance. We believe that for greater progress…

多媒体 · 计算机科学 2016-04-19 Amandianeze O. Nwana , Tshuan Chen

This paper sets out a process of app analysis intended to support understanding of use but also redesign. From usage logs we infer activity patterns - Markov models - and employ probabilistic formal analysis to ask questions about the use…

软件工程 · 计算机科学 2015-10-28 Oana Andrei , Muffy Calder , Matthew Chalmers , Alistair Morrison , Mattias Rost

To understand how end-users conceptualize consequences of cyber security attacks, we performed a card sorting study, a well-known technique in Cognitive Sciences, where participants were free to group the given consequences of chosen cyber…

人机交互 · 计算机科学 2021-06-04 Faranak Abri , Luis Felipe Gutierrez , Chaitra T. Kulkarni , Akbar Siami Namin , Keith S. Jones

Social networks have become an increasingly common abstraction to capture the interactions of individual users in a number of everyday activities and applications. As a result, the analysis of such networks has attracted lots of attention…

社会与信息网络 · 计算机科学 2023-05-05 Ahmad Zareie , Rizos Sakellariou

Online information ecosystems are now central to our everyday social interactions. Of the many opportunities and challenges this presents, the capacity for artificial agents to shape individual and collective human decision-making in such…

种群与进化 · 定量生物学 2023-12-07 Theodor Cimpeanu , Alexander J. Stewart

Abuse on the Internet represents an important societal problem of our time. Millions of Internet users face harassment, racism, personal attacks, and other types of abuse on online platforms. The psychological effects of such abuse on…

计算与语言 · 计算机科学 2020-10-01 Pushkar Mishra , Helen Yannakoudakis , Ekaterina Shutova

Eliciting the preferences and needs of tourists is challenging, since people often have difficulties to explicitly express them, especially in the initial phase of travel planning. Recommender systems employed at the early stage of planning…

人机交互 · 计算机科学 2020-06-11 Mete Sertkan , Julia Neidhardt , Hannes Werthner

In the early age of the internet users enjoyed a large level of anonymity. At the time web pages were just hypertext documents; almost no personalisation of the user experience was o ered. The Web today has evolved as a world wide…

计算机与社会 · 计算机科学 2016-05-24 Silvia Puglisi , David Rebollo-Monedero , Jordi Forné

Over the last 70 years, we, humans, have created an economic market where attention is being captured and turned into money thanks to advertising. During the last two decades, leveraging research in psychology, sociology, neuroscience and…

社会与信息网络 · 计算机科学 2025-05-14 Franck Michel , Fabien Gandon

Consumer applications provide ample opportunities to surface and communicate various forms of content to users. From promotional campaigns for new features or subscriptions, to evergreen nudges for engagement, or personalised…

人工智能 · 计算机科学 2025-06-23 Sami Abboud , Eleanor Hanna , Olivier Jeunen , Vineesha Raheja , Schaun Wheeler