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Personas for Artificial Intelligence (AI) an Open Source Toolbox

open access: yesIEEE Access, 2022
Personas have successfully supported the development of classical user interfaces for more than two decades by mapping users’ mental models to specific contexts.
Andreas Holzinger   +5 more
doaj   +2 more sources

Detecting Speaker Personas from Conversational Texts [PDF]

open access: yesarXiv, 2021
Personas are useful for dialogue response prediction. However, the personas used in current studies are pre-defined and hard to obtain before a conversation. To tackle this issue, we study a new task, named Speaker Persona Detection (SPD), which aims to detect speaker personas based on the plain conversational text. In this task, a best-matched persona
Jia-Chen Gu   +5 more
arxiv   +3 more sources

Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots [PDF]

open access: yesarXiv, 2021
Persona can function as the prior knowledge for maintaining the consistency of dialogue systems. Most of previous studies adopted the self persona in dialogue whose response was about to be selected from a set of candidates or directly generated, but few have noticed the role of partner in dialogue. This paper makes an attempt to thoroughly explore the
Jia-Chen Gu   +5 more
arxiv   +3 more sources

Creating Personas with Disabilities [PDF]

open access: yes, 2020
Personas can help raise awareness among stakeholders about users' needs. While personas are made-up people, they are based on facts gathered from user research. Personas can also be used to raise awareness of universal design and accessibility needs of people with disabilities.
Schulz T., Skeide Fuglerud K.
arxiv   +5 more sources

Co-Created Personas: Engaging and Empowering Users with Diverse Needs Within the Design Process [PDF]

open access: yesInternational Conference on Human Factors in Computing Systems, 2019
Personas are powerful tools for designing technology and envisioning its usage. They are widely used to imagine archetypal users around whom to orient design work.
Timothy Neate   +4 more
semanticscholar   +3 more sources

Personas Design for Conversational Systems in Education

open access: yesInformatics, 2019
This research aims to explore how to enhance student engagement in higher education institutions (HEIs) while using a novel conversational system (chatbots).
Fatima Ali Amer Jid Almahri   +2 more
doaj   +2 more sources

Personas is applicable [PDF]

open access: yesProceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2014
The persona method is gaining widespread use and support. Many researchers have reported from single cases and novel domains how they have used the method. Few have conducted literature studies in order to identify and discuss the different understandings of the method. Fewer still have reported on ethnographic studies of practice.
Lene Nielsen, Kira Storgaard Hansen
openaire   +3 more sources

Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models [PDF]

open access: yesAnnual Meeting of the Association for Computational Linguistics, 2023
To recognize and mitigate harms from large language models (LLMs), we need to understand the prevalence and nuances of stereotypes in LLM outputs. Toward this end, we present Marked Personas, a prompt-based method to measure stereotypes in LLMs for ...
Myra Cheng, Esin Durmus, Dan Jurafsky
semanticscholar   +1 more source

PersonaGen: A Tool for Generating Personas from User Feedback [PDF]

open access: yesIEEE International Requirements Engineering Conference, 2023
Personas are crucial in software development processes, particularly in agile settings. However, no effective tools are available for generating personas from user feedback in agile software development processes.
Xishuo Zhang   +6 more
semanticscholar   +1 more source

COSPLAY: Concept Set Guided Personalized Dialogue Generation Across Both Party Personas [PDF]

open access: yesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2022
Maintaining a consistent persona is essential for building a human-like conversational model. However, the lack of attention to the partner makes the model more egocentric: they tend to show their persona by all means such as twisting the topic stiffly ...
Chengshi Xu   +5 more
semanticscholar   +1 more source

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