Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design

Опубликована: Май 11, 2024

Creative design is a nonlinear process where designers generate diverse ideas in the pursuit of an open-ended goal and converge towards consensus through iterative remixing. In contrast, AI-powered tools often employ linear sequence incremental precise instructions to approximate objectives. Such operations violate customary creative practices thus hinder AI agents' ability complete tasks. To explore better human-AI co-design tools, we first summarize human designers' formative study with 12 experts. Taking graphic as representative scenario, formulate framework develop proof-of-concept prototype, OptiMuse. We evaluate OptiMuse validate comparative study. notice subconscious change people's attitudes agents, shifting from perceiving them mere executors regarding opinionated colleagues. This shift effectively fostered exploration reflection processes individual designers.

Язык: Английский

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From Adolescents' Eyes: Assessing an Indicator-Based Intervention to Combat Misinformation on TikTok

Опубликована: Май 11, 2024

Misinformation poses a recurrent challenge for video-sharing platforms (VSPs) like TikTok. Obtaining user perspectives on digital interventions addressing the need transparency (e.g., through indicators) is essential. This article offers thorough examination of comprehensibility, usefulness, and limitations an indicator-based intervention from adolescents' perspective. study (N = 39; aged 13-16 years) comprised two qualitative steps: (1) focus group discussions (2) think-aloud sessions, where participants engaged with smartphone-app The results offer new insights into how video-based indicators can assist assessments. received positive feedback, especially its transparency, could be applicable to content. paper sheds light adolescents are expected experts while also being prone misinformation, limited understanding intervention's limitations. By adopting teenagers' perspectives, we contribute HCI research provide chances VSPs.

Язык: Английский

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Sharenting on TikTok: Exploring Parental Sharing Behaviors and the Discourse Around Children’s Online Privacy

Опубликована: Май 11, 2024

Since the inception of social media, parents have been sharing information about their children online. Unfortunately, this "sharenting" can expose to several online and offline risks. Although researchers studied sharenting on multiple platforms, short-form video platforms like TikTok—where posts contain detailed information, spread quickly, spark considerable engagement—is understudied. Thus, we provide a targeted exploration TikTok. We analyzed 328 TikTok videos that demonstrate 438 where creators discuss norms. Our results indicate indeed creates risks for children, not only within individual but also in broader patterns arise when repeatedly use generate viral content. At same time, voiced concerns boundaries reflect what has observed other indicating presence cross-platform Promisingly, users are engaging thoughtful conversations around beginning shift norms toward safer sharenting. offer concrete suggestions designers based our findings.

Язык: Английский

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"Voices Help Correlate Signs and Words": Analyzing Deaf and Hard-of-Hearing (DHH) TikTokers’ Content, Practices, and Pitfalls

Опубликована: Май 11, 2024

Video-sharing platforms such as TikTok have offered new opportunities for d/Deaf and hard-of-hearing (DHH) people to create public-facing content using sign language – an integral part of DHH culture. Besides language, creators deal with a variety modalities when creating videos, captions audio. However, hardly any work has comprehensively addressed creators' multimodal practices the lay public's reactions taken into account. In this paper, we systematically analyzed 308 DHH-authored videos mixed-methods approach, focusing on TikTokers' content, practices, pitfalls, viewer engagement. Our findings highlight that while voice features synchronous voices are scant challenging TikTokers, they may help promote Other empirical findings, including distributions topics, their correlations engagement, further lead actionable suggestions TikTokers video-sharing platforms.

Язык: Английский

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Impact of the quality and diversity of reference products on creative activities in online communities

Scientific Reports, Год журнала: 2024, Номер 14(1)

Опубликована: Июль 11, 2024

Abstract In creativity research, an important unresolved issue relates to identifying the kind of information individual should be exposed in order highly creative. We aimed gain insights into this issue; we collected and statistically analyzed three datasets related large online communities (namely Cities: Skylines, SCP-wiki, Archive Our Own) engaged mod development novel writing examine whether quality diversity other people’s products referred have a positive effect on product generation. analysis revealed following findings: (1) reference generated by others has most impact when it is neither high nor low, (2) content negative products, (3) extremely high. conclude discussing implications findings for research.

Язык: Английский

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Multimodal rhythm in TikTok videos: Exploring a recontextualization of the Gillard ‘misogyny speech’

Multimodality & Society, Год журнала: 2023, Номер 4(1), С. 58 - 79

Опубликована: Ноя. 2, 2023

This article presents a multimodal rhythmic analysis of TikTok video, adopting social semiotic perspective on embodied meaning-making. We highlight the importance rhythm in coordinating and intertwining modes to produce meaning. The study develops method for undertaking an integrated across speech, bodily action, gesture music, transcription convention representing this unfolding. data considered is ‘glambot/boss challenge’ video featuring lip sync audio sampled from former Australian Prime Minister Julia Gillard’s 2012 culturally iconic ‘Misogyny Speech’ condemning misogynist sexist men, particularly those positions power. speech achieved viral prominence internationally continues be key feminist text political history. paper demonstrates how end-accented groups create anticipation lead main event both glambot sections video. Alongside analysis, examines intertextual meanings established with other videos that iterate meme challenge.

Язык: Английский

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"We're not all construction workers": Algorithmic Compression of Latinidad on TikTok

Proceedings of the ACM on Human-Computer Interaction, Год журнала: 2024, Номер 8(CSCW2), С. 1 - 31

Опубликована: Ноя. 7, 2024

Analyzing large sets of visual media remains a challenging task, particularly in mixed-method studies dealing with problematic information and human subjects. Using AI tools such analyses risks reifying exacerbating biases, as well untenable computational cost limitations. As such, we turn to adopting geometric computer graphics vision methods towards analyzing set images from campaign, conjunction human-in-the-loop qualitative analysis. We illustrate an effective case this approach the implementation color quantization online hate image at US-Mexico border, along historicist trace history skin tone scales, inform our usage reclamation these methodologies their racist origins. To that end, scaffold motivations need for more researchers consider advantages reclaiming own work, situated study.

Язык: Английский

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The Commercialization of Child: A Sociocultural Study of Kidfluencers on TikTok

SHS Web of Conferences, Год журнала: 2024, Номер 204, С. 01003 - 01003

Опубликована: Янв. 1, 2024

In the current digital era, media has become primary platform where various types of content are presented and consumed by users from diverse backgrounds, including children. A prominent phenomenon is emergence kidfluencers on social media, particularly TikTok. These children who wield significant influence over consumption preferences behaviors their followers media. This research aims to explore commercialization child identity through lens kidfluencers, focusing sociocultural dynamics that shape this phenomenon. Using a qualitative approach, data was collected in-depth interviews with influencers, parents specialists. The results reveal aspects, language communication styles, identity, structure, culture, values, play crucial role in process. study highlights how navigate market’s demands while maintaining cultural values. stage often involves creating genuine content, reflecting aligning brand demands. findings provide nuanced understanding interplay between factors commercial activities TikTok

Язык: Английский

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Valeur de la musique sur TikTok et nouvelles pratiques musicales

Volume !, Год журнала: 2023, Номер 20 : 1, С. 107 - 121

Опубликована: Янв. 1, 2023

Avec un algorithme puissant et des fonctionnalités créatives mises à la disposition de ses utilisateurs, TikTok est une plateforme publication courts contenus audiovisuels qui a su s’imposer auprès musiciens. Les industries musicales semblent avoir pris en compte le rôle d’acteur économique médiatique essentiel que représente désormais l’entreprise chinoise au niveau international. Parallèlement, les musiciens ont pu découvrir nouvelles pratiques lignes encouragées par outils création comme fonction duo TikTok. En s’appuyant sur plus d’une trentaine réponses questionnaire proposé dans cadre enquête ligne ainsi entretiens réalisés avec influenceurs TikTok, cet article interroge différents aspects peut prendre valeur musique ce contexte d’un point vue esthétique, introduit notion confrontationnelle pour caractériser stimulation trouvent leurs pairs La place l’improvisation constitue angle privilégié notre étude car elle s’intègre projet recherche développement logiciel musicale. Nous avons été amenés nous intéresser aux réactions face improvisations du réfléchissant public témoin l’improvisation, sein duquel connaisseurs, réactions, donnent cette confrontationnelle.

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