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Relationships form the core of connected learning. In this study, we apply and extend social network analysis methods to uncover the layered network structure of relationships among Fanfiction.net authors and reviewers. Fanfiction.net, one…

Social and Information Networks · Computer Science 2021-06-29 Ruby Davis , Jenna Frens , Niharika Sharma , Meena Devii Muralikumar , Cecilia Aragon , Sarah Evans

Since the early days of the Web 2.0, online communities have been growing quickly and have become important part of life for large number of people. In one of these communities, fanfiction.net, users can read and write stories which are…

Social and Information Networks · Computer Science 2020-08-10 Andrés Carvallo , Denis Parra

From Harry Potter to American Horror Story, fanfiction is extremely popular among young people. Sites such as Fanfiction.net host millions of stories, with thousands more posted each day. Enthusiasts are sharing their writing and reading…

Human-Computer Interaction · Computer Science 2016-11-08 Sarah Evans , Katie Davis , Abigail Evans , Julie Ann Campbell , David P. Randall , Kodlee Yin , Cecilia Aragon

The integration of Generative AI (GenAI) into creative communities, like fanfiction, is reshaping how stories are created, shared, and valued. This study investigates the perceptions of 157 active fanfiction members, both readers and…

Human-Computer Interaction · Computer Science 2025-06-24 Roi Alfassi , Angelora Cooper , Zoe Mitchell , Mary Calabro , Orit Shaer , Osnat Mokryn

One particular challenge in AI is the computational modelling and simulation of creativity. Feedback and learning from experience are key aspects of the creative process. Here we investigate how we could implement feedback in creative…

Artificial Intelligence · Computer Science 2015-05-27 Joseph Corneli , Anna Jordanous

Young people worldwide are participating in ever-increasing numbers in online fan communities. Far from mere shallow repositories of pop culture, these sites are accumulating significant evidence that sophisticated informal learning is…

Human-Computer Interaction · Computer Science 2015-10-13 Julie Ann Campbell , Cecilia Aragon , Katie Davis , Sarah Evans , Abigail Evans , David P. Randall

Comments play an important role within online creative communities because they make it possible to foster the production and improvement of authors' artifacts. We investigate how comment-based communication help shape members' behavior…

Social and Information Networks · Computer Science 2021-07-30 Fabio Calefato , Giuseppe Iaffaldano , Filippo Lanubile , Antonio Lategano , Nicole Novielli

Fanfiction.net provides an informal learning space for young writers through distributed mentoring, networked giving and receiving of feedback. In this paper, we quantify the cumulative effect of feedback on lexical diversity for 1.5…

Social and Information Networks · Computer Science 2022-09-27 Jenna Frens , Ruby Davis , Jihyun Lee , Diana Zhang , Cecilia Aragon

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

Compelling writing is tailored to its audience. This is challenging, as writers may struggle to empathize with readers, get feedback in time, or gain access to the target group. We propose a concept that generates on-demand feedback, based…

Human-Computer Interaction · Computer Science 2024-02-21 Karim Benharrak , Tim Zindulka , Florian Lehmann , Hendrik Heuer , Daniel Buschek

The growing popularity of AI writing assistants presents exciting opportunities to craft tools that cater to diverse user needs. This study explores how personality shapes preferences for AI writing companions and how personalized designs…

Human-Computer Interaction · Computer Science 2025-09-16 Mengke Wu , Kexin Quan , Weizi Liu , Mike Yao , Jessie Chin

In a real-world social network, weak ties (reflecting low-intensity, infrequent interactions) act as bridges and connect people to different social circles, giving them access to diverse information and opportunities that are not available…

Software Engineering · Computer Science 2025-10-30 Hongbo Fang , Patrick Park , James Evans , James Herbsleb , Bogdan Vasilescu

Online communities are changing the ways that creative professionals such as artists and designers share ideas, receive feedback, and find inspiration. While they became increasingly popular, there have been few studies so far. In this…

Social and Information Networks · Computer Science 2017-03-03 Nam Wook Kim

Social media systems rely on user feedback and rating mechanisms for personalization, ranking, and content filtering. However, when users evaluate content contributed by fellow users (e.g., by liking a post or voting on a comment), these…

Social and Information Networks · Computer Science 2014-05-08 Justin Cheng , Cristian Danescu-Niculescu-Mizil , Jure Leskovec

User feedback is becoming an increasingly important source of information for requirements engineering, user interface design, and software engineering in general. Nowadays, user feedback is largely available and easily accessible in social…

Software Engineering · Computer Science 2024-07-23 Walid Maalej , Volodymyr Biryuk , Jialiang Wei , Fabian Panse

Social media platforms bring together content creators and content consumers through recommender systems like newsfeed. The focus of such recommender systems has thus far been primarily on modeling the content consumer preferences and…

Computers and Society · Computer Science 2021-06-23 Ye Tu , Chun Lo , Yiping Yuan , Shaunak Chatterjee

User feedback has grown in importance for organizations to improve software products. Prior studies focused primarily on feedback collection and reported a high-level overview of the processes, often overlooking how practitioners reason…

Software Engineering · Computer Science 2023-09-15 Ze Shi Li , Nowshin Nawar Arony , Kezia Devathasan , Manish Sihag , Neil Ernst , Daniela Damian

The development of large language models (LLMs) capable of following instructions and engaging in conversational interactions sparked increased interest in their utilization across various support tools. We investigate the utility of modern…

Human-Computer Interaction · Computer Science 2024-01-31 Tuhin Chakrabarty , Vishakh Padmakumar , Faeze Brahman , Smaranda Muresan

Online, visual artists have more places than ever to routinely share their creative work and connect with other artists. These interactions support the routine enactment of creative identity in artists and provide inspirational…

Human-Computer Interaction · Computer Science 2025-02-13 Ellen Simpson , Bryan Semaan

Across scholarly communities, manuscripts face similar evaluative rituals: editors invite experts to privately assess submissions through formal peer reviews. This closed, loosely structured, and publisher-mediated process is now being…

Digital Libraries · Computer Science 2026-04-21 Jay Patel , Joel Chan
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