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Navigating large-scale online discussions is difficult due to the rapid pace and large volume of user-generated content. Prior work in CSCW has shown that moderators often struggle to follow multiple simultaneous discussions, track evolving…

人机交互 · 计算机科学 2026-02-05 Yijun Liu , Frederick Choi , Eshwar Chandrasekharan

Social media platforms increasingly rely on crowdsourced moderation systems like Community Notes to combat misinformation at scale. However, these systems face challenges from rater bias and potential manipulation, which may undermine their…

社会与信息网络 · 计算机科学 2025-11-05 Bao Tran Truong , Siqi Wu , Alessandro Flammini , Filippo Menczer , Alexander J. Stewart

This paper presents EBuddy, a voice-guided workflow orchestrator for natural human-machine collaboration in industrial environments. EBuddy targets a recurrent bottleneck in tool-intensive workflows: expert know-how is effective but…

机器人学 · 计算机科学 2026-03-31 Michele Banfi , Rocco Felici , Stefano Baraldo , Oliver Avram , Anna Valente

Accurately estimating how users respond to moderation interventions is paramount for developing effective and user-centred moderation strategies. However, this requires a clear understanding of which user characteristics are associated with…

计算机与社会 · 计算机科学 2025-10-24 Benedetta Tessa , Alejandro Moreo , Stefano Cresci , Tiziano Fagni , Fabrizio Sebastiani

This work sheds light on whether and how creative writers' needs are met by existing research and commercial writing support tools (WST). We conducted a need finding study to gain insight into the writers' process during creative writing…

人机交互 · 计算机科学 2025-03-12 Zixin Zhao , Damien Masson , Young-Ho Kim , Gerald Penn , Fanny Chevalier

Millions of online communities are governed by volunteer moderators, who shape their communities by setting and enforcing rules, recruiting additional moderators, and participating in the community themselves. These moderators must…

社会与信息网络 · 计算机科学 2025-01-27 Galen Weld , Leon Leibmann , Amy X. Zhang , Tim Althoff

Massive amounts of contributed content -- including traditional literature, blogs, music, videos, reviews and tweets -- are available on the Internet today, with authors numbering in many millions. Textual information, such as product or…

数字图书馆 · 计算机科学 2014-05-21 Mishari Almishari , Ekin Oguz , Gene Tsudik

A widespread moderation strategy by online news platforms is to feature what the platform deems high quality comments, usually called editor picks or featured comments. In this paper, we compare online discussions of news articles in which…

计算与语言 · 计算机科学 2024-12-04 Cedric Waterschoot , Ernst van den Hemel , Antal van den Bosch

The moderation of content on online platforms is usually non-transparent. On Wikipedia, however, this discussion is carried out publicly and the editors are encouraged to use the content moderation policies as explanations for making…

机器学习 · 计算机科学 2024-11-01 Lucie-Aimée Kaffee , Arnav Arora , Isabelle Augenstein

AI tools are increasingly deployed in community contexts. However, datasets used to evaluate AI are typically created by developers and annotators outside a given community, which can yield misleading conclusions about AI performance. How…

人机交互 · 计算机科学 2024-02-23 Tzu-Sheng Kuo , Aaron Halfaker , Zirui Cheng , Jiwoo Kim , Meng-Hsin Wu , Tongshuang Wu , Kenneth Holstein , Haiyi Zhu

The rise in popularity of microblogging services like Twitter has led to increased use of content annotation strategies like the hashtag. Hashtags provide users with a tagging mechanism to help organize, group, and create visibility for…

信息检索 · 计算机科学 2015-02-03 Roman Dovgopol , Matt Nohelty

Social media platforms have empowered the democratization of the pulse of people in the modern era. Due to its immense popularity and high usage, data published on social media sites (e.g., Twitter, Facebook and Tumblr) is a rich ocean of…

社会与信息网络 · 计算机科学 2020-02-24 Kushal Vaghani

Current AI writing support tools are largely designed for individuals, complicating collaboration when co-writers must leave the shared workspace to use AI and then communicate and reintegrate results. We propose integrating AI agents…

人机交互 · 计算机科学 2026-02-24 Florian Lehmann , Krystsina Shauchenka , Daniel Buschek

The proliferation of generative AI has transformed creative workflows, yet current systems face critical challenges in controllability and content protection. We propose a novel multi-agent framework that addresses both limitations through…

多智能体系统 · 计算机科学 2026-01-21 Haris Khan , Sadia Asif

Social media platforms offer flagging, a technical feature that empowers users to report inappropriate posts or bad actors to reduce online harm. The deceptively simple flagging interfaces on nearly all major social media platforms disguise…

人机交互 · 计算机科学 2024-12-12 Alice Qian Zhang , Kaitlin Montague , Shagun Jhaver

Recent research has explored using Large Language Models for recommendation tasks by transforming user interaction histories and item metadata into text prompts, then having the LLM produce rankings or recommendations. A promising approach…

信息检索 · 计算机科学 2025-10-03 Bo Ma , LuYao Liu , Simon Lau , Chandler Yuan , and XueY Cui , Rosie Zhang

We propose a text editor to help users plan, structure and reflect on their writing process. It provides continuously updated paragraph-wise summaries as margin annotations, using automatic text summarization. Summary levels range from full…

人机交互 · 计算机科学 2022-08-22 Hai Dang , Karim Benharrak , Florian Lehmann , Daniel Buschek

Content moderation (removing or limiting the distribution of posts based on their contents) is one tool social networks use to fight problems such as harassment and disinformation. Manually screening all content is usually impractical given…

信息检索 · 计算机科学 2021-08-31 Eugene Yang , David D. Lewis , Ophir Frieder

A central function of code review is to increase understanding; helping reviewers understand a code change aids in knowledge transfer and finding bugs. Comments in code largely serve a similar purpose, helping future readers understand the…

软件工程 · 计算机科学 2022-04-04 Nikitha Rao , Jason Tsay , Martin Hirzel , Vincent J. Hellendoorn

Microblogging services such as Twitter are an increasingly important way to communicate, both for individuals and for groups through the use of hashtags that denote topics of conversation. However, groups can be easily blocked from…

密码学与安全 · 计算机科学 2011-10-03 Dustin Bachrach , Christopher Nunu , Dan S. Wallach , Matthew Wright